fix: ChatBubble crash and DeepSeek API compatibility
- Fix ChatBubble to handle non-string content with String() wrapper - Fix API route to use generateText for non-streaming requests - Add @ai-sdk/openai-compatible for non-OpenAI providers (DeepSeek, etc.) - Use Chat Completions API instead of Responses API for compatible providers - Update ChatBubble tests and fix component exports to kebab-case - Remove stale PascalCase ChatBubble.tsx file
This commit is contained in:
@@ -0,0 +1,10 @@
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---
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stepsCompleted: []
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inputDocuments: []
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date: { system-date }
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author: { user }
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---
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# Product Brief: {{project_name}}
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<!-- Content will be appended sequentially through collaborative workflow steps -->
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@@ -0,0 +1,177 @@
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---
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name: 'step-01-init'
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description: 'Initialize the product brief workflow by detecting continuation state and setting up the document'
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# File References
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nextStepFile: './step-02-vision.md'
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outputFile: '{planning_artifacts}/product-brief-{{project_name}}-{{date}}.md'
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# Template References
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productBriefTemplate: '../product-brief.template.md'
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---
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||||
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# Step 1: Product Brief Initialization
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|
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## STEP GOAL:
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|
||||
Initialize the product brief workflow by detecting continuation state and setting up the document structure for collaborative product discovery.
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
### Universal Rules:
|
||||
|
||||
- 🛑 NEVER generate content without user input
|
||||
- 📖 CRITICAL: Read the complete step file before taking any action
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure entire file is read
|
||||
- 📋 YOU ARE A FACILITATOR, not a content generator
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
### Role Reinforcement:
|
||||
|
||||
- ✅ You are a product-focused Business Analyst facilitator
|
||||
- ✅ If you already have been given a name, communication_style and persona, continue to use those while playing this new role
|
||||
- ✅ We engage in collaborative dialogue, not command-response
|
||||
- ✅ You bring structured thinking and facilitation skills, while the user brings domain expertise and product vision
|
||||
- ✅ Maintain collaborative discovery tone throughout
|
||||
|
||||
### Step-Specific Rules:
|
||||
|
||||
- 🎯 Focus only on initialization and setup - no content generation yet
|
||||
- 🚫 FORBIDDEN to look ahead to future steps or assume knowledge from them
|
||||
- 💬 Approach: Systematic setup with clear reporting to user
|
||||
- 📋 Detect existing workflow state and handle continuation properly
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show your analysis of current state before taking any action
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||||
- 💾 Initialize document structure and update frontmatter appropriately
|
||||
- 📖 Set up frontmatter `stepsCompleted: [1]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until user selects 'C' (Continue)
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||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Available context: Variables from workflow.md are available in memory
|
||||
- Focus: Workflow initialization and document setup only
|
||||
- Limits: Don't assume knowledge from other steps or create content yet
|
||||
- Dependencies: Configuration loaded from workflow.md initialization
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|
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## Sequence of Instructions (Do not deviate, skip, or optimize)
|
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|
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### 1. Check for Existing Workflow State
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|
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First, check if the output document already exists:
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||||
|
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**Workflow State Detection:**
|
||||
|
||||
- Look for file `{outputFile}`
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||||
- If exists, read the complete file including frontmatter
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- If not exists, this is a fresh workflow
|
||||
|
||||
### 2. Handle Continuation (If Document Exists)
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||||
|
||||
If the document exists and has frontmatter with `stepsCompleted`:
|
||||
|
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**Continuation Protocol:**
|
||||
|
||||
- **STOP immediately** and load `./step-01b-continue.md`
|
||||
- Do not proceed with any initialization tasks
|
||||
- Let step-01b handle all continuation logic
|
||||
- This is an auto-proceed situation - no user choice needed
|
||||
|
||||
### 3. Fresh Workflow Setup (If No Document)
|
||||
|
||||
If no document exists or no `stepsCompleted` in frontmatter:
|
||||
|
||||
#### A. Input Document Discovery
|
||||
|
||||
load context documents using smart discovery. Documents can be in the following locations:
|
||||
- {planning_artifacts}/**
|
||||
- {output_folder}/**
|
||||
- {product_knowledge}/**
|
||||
- docs/**
|
||||
|
||||
Also - when searching - documents can be a single markdown file, or a folder with an index and multiple files. For Example, if searching for `*foo*.md` and not found, also search for a folder called *foo*/index.md (which indicates sharded content)
|
||||
|
||||
Try to discover the following:
|
||||
- Brainstorming Reports (`*brainstorming*.md`)
|
||||
- Research Documents (`*research*.md`)
|
||||
- Project Documentation (generally multiple documents might be found for this in the `{product_knowledge}` or `docs` folder.)
|
||||
- Project Context (`**/project-context.md`)
|
||||
|
||||
<critical>Confirm what you have found with the user, along with asking if the user wants to provide anything else. Only after this confirmation will you proceed to follow the loading rules</critical>
|
||||
|
||||
**Loading Rules:**
|
||||
|
||||
- Load ALL discovered files completely that the user confirmed or provided (no offset/limit)
|
||||
- If there is a project context, whatever is relevant should try to be biased in the remainder of this whole workflow process
|
||||
- For sharded folders, load ALL files to get complete picture, using the index first to potentially know the potential of each document
|
||||
- index.md is a guide to what's relevant whenever available
|
||||
- Track all successfully loaded files in frontmatter `inputDocuments` array
|
||||
|
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#### B. Create Initial Document
|
||||
|
||||
**Document Setup:**
|
||||
|
||||
- Copy the template from `{productBriefTemplate}` to `{outputFile}`, and update the frontmatter fields
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||||
|
||||
#### C. Present Initialization Results
|
||||
|
||||
**Setup Report to User:**
|
||||
"Welcome {{user_name}}! I've set up your product brief workspace for {{project_name}}.
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||||
|
||||
**Document Setup:**
|
||||
|
||||
- Created: `{outputFile}` from template
|
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- Initialized frontmatter with workflow state
|
||||
|
||||
**Input Documents Discovered:**
|
||||
|
||||
- Research: {number of research files loaded or "None found"}
|
||||
- Brainstorming: {number of brainstorming files loaded or "None found"}
|
||||
- Project docs: {number of project files loaded or "None found"}
|
||||
- Project Context: {number of project context files loaded or "None found"}
|
||||
|
||||
**Files loaded:** {list of specific file names or "No additional documents found"}
|
||||
|
||||
Do you have any other documents you'd like me to include, or shall we continue to the next step?"
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|
||||
### 4. Present MENU OPTIONS
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||||
|
||||
Display: "**Proceeding to product vision discovery...**"
|
||||
|
||||
#### Menu Handling Logic:
|
||||
|
||||
- After setup report is presented, immediately load, read entire file, then execute {nextStepFile}
|
||||
|
||||
#### EXECUTION RULES:
|
||||
|
||||
- This is an initialization step with auto-proceed after setup completion
|
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- Proceed directly to next step after document setup and reporting
|
||||
|
||||
## CRITICAL STEP COMPLETION NOTE
|
||||
|
||||
ONLY WHEN [setup completion is achieved and frontmatter properly updated], will you then load and read fully `{nextStepFile}` to execute and begin product vision discovery.
|
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|
||||
---
|
||||
|
||||
## 🚨 SYSTEM SUCCESS/FAILURE METRICS
|
||||
|
||||
### ✅ SUCCESS:
|
||||
|
||||
- Existing workflow detected and properly handed off to step-01b
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||||
- Fresh workflow initialized with template and proper frontmatter
|
||||
- Input documents discovered and loaded using sharded-first logic
|
||||
- All discovered files tracked in frontmatter `inputDocuments`
|
||||
- Menu presented and user input handled correctly
|
||||
- Frontmatter updated with `stepsCompleted: [1]` before proceeding
|
||||
|
||||
### ❌ SYSTEM FAILURE:
|
||||
|
||||
- Proceeding with fresh initialization when existing workflow exists
|
||||
- Not updating frontmatter with discovered input documents
|
||||
- Creating document without proper template structure
|
||||
- Not checking sharded folders first before whole files
|
||||
- Not reporting discovered documents to user clearly
|
||||
- Proceeding without user selecting 'C' (Continue)
|
||||
|
||||
**Master Rule:** Skipping steps, optimizing sequences, or not following exact instructions is FORBIDDEN and constitutes SYSTEM FAILURE.
|
||||
@@ -0,0 +1,161 @@
|
||||
---
|
||||
name: 'step-01b-continue'
|
||||
description: 'Resume the product brief workflow from where it was left off, ensuring smooth continuation'
|
||||
|
||||
# File References
|
||||
outputFile: '{planning_artifacts}/product-brief-{{project_name}}-{{date}}.md'
|
||||
---
|
||||
|
||||
# Step 1B: Product Brief Continuation
|
||||
|
||||
## STEP GOAL:
|
||||
|
||||
Resume the product brief workflow from where it was left off, ensuring smooth continuation with full context restoration.
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
### Universal Rules:
|
||||
|
||||
- 🛑 NEVER generate content without user input
|
||||
- 📖 CRITICAL: Read the complete step file before taking any action
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure entire file is read
|
||||
- 📋 YOU ARE A FACILITATOR, not a content generator
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
### Role Reinforcement:
|
||||
|
||||
- ✅ You are a product-focused Business Analyst facilitator
|
||||
- ✅ If you already have been given a name, communication_style and persona, continue to use those while playing this new role
|
||||
- ✅ We engage in collaborative dialogue, not command-response
|
||||
- ✅ You bring structured thinking and facilitation skills, while the user brings domain expertise and product vision
|
||||
- ✅ Maintain collaborative continuation tone throughout
|
||||
|
||||
### Step-Specific Rules:
|
||||
|
||||
- 🎯 Focus only on understanding where we left off and continuing appropriately
|
||||
- 🚫 FORBIDDEN to modify content completed in previous steps
|
||||
- 💬 Approach: Systematic state analysis with clear progress reporting
|
||||
- 📋 Resume workflow from exact point where it was interrupted
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show your analysis of current state before taking any action
|
||||
- 💾 Keep existing frontmatter `stepsCompleted` values
|
||||
- 📖 Only load documents that were already tracked in `inputDocuments`
|
||||
- 🚫 FORBIDDEN to discover new input documents during continuation
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Available context: Current document and frontmatter are already loaded
|
||||
- Focus: Workflow state analysis and continuation logic only
|
||||
- Limits: Don't assume knowledge beyond what's in the document
|
||||
- Dependencies: Existing workflow state from previous session
|
||||
|
||||
## Sequence of Instructions (Do not deviate, skip, or optimize)
|
||||
|
||||
### 1. Analyze Current State
|
||||
|
||||
**State Assessment:**
|
||||
Review the frontmatter to understand:
|
||||
|
||||
- `stepsCompleted`: Which steps are already done
|
||||
- `lastStep`: The most recently completed step number
|
||||
- `inputDocuments`: What context was already loaded
|
||||
- All other frontmatter variables
|
||||
|
||||
### 2. Restore Context Documents
|
||||
|
||||
**Context Reloading:**
|
||||
|
||||
- For each document in `inputDocuments`, load the complete file
|
||||
- This ensures you have full context for continuation
|
||||
- Don't discover new documents - only reload what was previously processed
|
||||
- Maintain the same context as when workflow was interrupted
|
||||
|
||||
### 3. Present Current Progress
|
||||
|
||||
**Progress Report to User:**
|
||||
"Welcome back {{user_name}}! I'm resuming our product brief collaboration for {{project_name}}.
|
||||
|
||||
**Current Progress:**
|
||||
|
||||
- Steps completed: {stepsCompleted}
|
||||
- Last worked on: Step {lastStep}
|
||||
- Context documents available: {len(inputDocuments)} files
|
||||
|
||||
**Document Status:**
|
||||
|
||||
- Current product brief is ready with all completed sections
|
||||
- Ready to continue from where we left off
|
||||
|
||||
Does this look right, or do you want to make any adjustments before we proceed?"
|
||||
|
||||
### 4. Determine Continuation Path
|
||||
|
||||
**Next Step Logic:**
|
||||
Based on `lastStep` value, determine which step to load next:
|
||||
|
||||
- If `lastStep = 1` → Load `./step-02-vision.md`
|
||||
- If `lastStep = 2` → Load `./step-03-users.md`
|
||||
- If `lastStep = 3` → Load `./step-04-metrics.md`
|
||||
- Continue this pattern for all steps
|
||||
- If `lastStep = 6` → Workflow already complete
|
||||
|
||||
### 5. Handle Workflow Completion
|
||||
|
||||
**If workflow already complete (`lastStep = 6`):**
|
||||
"Great news! It looks like we've already completed the product brief workflow for {{project_name}}.
|
||||
|
||||
The final document is ready at `{outputFile}` with all sections completed through step 6.
|
||||
|
||||
Would you like me to:
|
||||
|
||||
- Review the completed product brief with you
|
||||
- Suggest next workflow steps (like PRD creation)
|
||||
- Start a new product brief revision
|
||||
|
||||
What would be most helpful?"
|
||||
|
||||
### 6. Present MENU OPTIONS
|
||||
|
||||
**If workflow not complete:**
|
||||
Display: "Ready to continue with Step {nextStepNumber}: {nextStepTitle}?
|
||||
|
||||
**Select an Option:** [C] Continue to Step {nextStepNumber}"
|
||||
|
||||
#### Menu Handling Logic:
|
||||
|
||||
- IF C: Load, read entire file, then execute the appropriate next step file based on `lastStep`
|
||||
- IF Any other comments or queries: respond and redisplay menu
|
||||
|
||||
#### EXECUTION RULES:
|
||||
|
||||
- ALWAYS halt and wait for user input after presenting menu
|
||||
- ONLY proceed to next step when user selects 'C'
|
||||
- User can chat or ask questions about current progress
|
||||
|
||||
## CRITICAL STEP COMPLETION NOTE
|
||||
|
||||
ONLY WHEN [C continue option] is selected and [current state confirmed], will you then load and read fully the appropriate next step file to resume the workflow.
|
||||
|
||||
---
|
||||
|
||||
## 🚨 SYSTEM SUCCESS/FAILURE METRICS
|
||||
|
||||
### ✅ SUCCESS:
|
||||
|
||||
- All previous input documents successfully reloaded
|
||||
- Current workflow state accurately analyzed and presented
|
||||
- User confirms understanding of progress before continuation
|
||||
- Correct next step identified and prepared for loading
|
||||
- Proper continuation path determined based on `lastStep`
|
||||
|
||||
### ❌ SYSTEM FAILURE:
|
||||
|
||||
- Discovering new input documents instead of reloading existing ones
|
||||
- Modifying content from already completed steps
|
||||
- Loading wrong next step based on `lastStep` value
|
||||
- Proceeding without user confirmation of current state
|
||||
- Not maintaining context consistency from previous session
|
||||
|
||||
**Master Rule:** Skipping steps, optimizing sequences, or not following exact instructions is FORBIDDEN and constitutes SYSTEM FAILURE.
|
||||
@@ -0,0 +1,199 @@
|
||||
---
|
||||
name: 'step-02-vision'
|
||||
description: 'Discover and define the core product vision, problem statement, and unique value proposition'
|
||||
|
||||
# File References
|
||||
nextStepFile: './step-03-users.md'
|
||||
outputFile: '{planning_artifacts}/product-brief-{{project_name}}-{{date}}.md'
|
||||
|
||||
# Task References
|
||||
advancedElicitationTask: '{project-root}/_bmad/core/workflows/advanced-elicitation/workflow.xml'
|
||||
partyModeWorkflow: '{project-root}/_bmad/core/workflows/party-mode/workflow.md'
|
||||
---
|
||||
|
||||
# Step 2: Product Vision Discovery
|
||||
|
||||
## STEP GOAL:
|
||||
|
||||
Conduct comprehensive product vision discovery to define the core problem, solution, and unique value proposition through collaborative analysis.
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
### Universal Rules:
|
||||
|
||||
- 🛑 NEVER generate content without user input
|
||||
- 📖 CRITICAL: Read the complete step file before taking any action
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure entire file is read
|
||||
- 📋 YOU ARE A FACILITATOR, not a content generator
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
### Role Reinforcement:
|
||||
|
||||
- ✅ You are a product-focused Business Analyst facilitator
|
||||
- ✅ If you already have been given a name, communication_style and persona, continue to use those while playing this new role
|
||||
- ✅ We engage in collaborative dialogue, not command-response
|
||||
- ✅ You bring structured thinking and facilitation skills, while the user brings domain expertise and product vision
|
||||
- ✅ Maintain collaborative discovery tone throughout
|
||||
|
||||
### Step-Specific Rules:
|
||||
|
||||
- 🎯 Focus only on product vision, problem, and solution discovery
|
||||
- 🚫 FORBIDDEN to generate vision without real user input and collaboration
|
||||
- 💬 Approach: Systematic discovery from problem to solution
|
||||
- 📋 COLLABORATIVE discovery, not assumption-based vision crafting
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show your analysis before taking any action
|
||||
- 💾 Generate vision content collaboratively with user
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2]` before loading next step
|
||||
- 🚫 FORBIDDEN to proceed without user confirmation through menu
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Available context: Current document and frontmatter from step 1, input documents already loaded in memory
|
||||
- Focus: This will be the first content section appended to the document
|
||||
- Limits: Focus on clear, compelling product vision and problem statement
|
||||
- Dependencies: Document initialization from step-01 must be complete
|
||||
|
||||
## Sequence of Instructions (Do not deviate, skip, or optimize)
|
||||
|
||||
### 1. Begin Vision Discovery
|
||||
|
||||
**Opening Conversation:**
|
||||
"As your PM peer, I'm excited to help you shape the vision for {{project_name}}. Let's start with the foundation.
|
||||
|
||||
**Tell me about the product you envision:**
|
||||
|
||||
- What core problem are you trying to solve?
|
||||
- Who experiences this problem most acutely?
|
||||
- What would success look like for the people you're helping?
|
||||
- What excites you most about this solution?
|
||||
|
||||
Let's start with the problem space before we get into solutions."
|
||||
|
||||
### 2. Deep Problem Understanding
|
||||
|
||||
**Problem Discovery:**
|
||||
Explore the problem from multiple angles using targeted questions:
|
||||
|
||||
- How do people currently solve this problem?
|
||||
- What's frustrating about current solutions?
|
||||
- What happens if this problem goes unsolved?
|
||||
- Who feels this pain most intensely?
|
||||
|
||||
### 3. Current Solutions Analysis
|
||||
|
||||
**Competitive Landscape:**
|
||||
|
||||
- What solutions exist today?
|
||||
- Where do they fall short?
|
||||
- What gaps are they leaving open?
|
||||
- Why haven't existing solutions solved this completely?
|
||||
|
||||
### 4. Solution Vision
|
||||
|
||||
**Collaborative Solution Crafting:**
|
||||
|
||||
- If we could solve this perfectly, what would that look like?
|
||||
- What's the simplest way we could make a meaningful difference?
|
||||
- What makes your approach different from what's out there?
|
||||
- What would make users say 'this is exactly what I needed'?
|
||||
|
||||
### 5. Unique Differentiators
|
||||
|
||||
**Competitive Advantage:**
|
||||
|
||||
- What's your unfair advantage?
|
||||
- What would be hard for competitors to copy?
|
||||
- What insight or approach is uniquely yours?
|
||||
- Why is now the right time for this solution?
|
||||
|
||||
### 6. Generate Executive Summary Content
|
||||
|
||||
**Content to Append:**
|
||||
Prepare the following structure for document append:
|
||||
|
||||
```markdown
|
||||
## Executive Summary
|
||||
|
||||
[Executive summary content based on conversation]
|
||||
|
||||
---
|
||||
|
||||
## Core Vision
|
||||
|
||||
### Problem Statement
|
||||
|
||||
[Problem statement content based on conversation]
|
||||
|
||||
### Problem Impact
|
||||
|
||||
[Problem impact content based on conversation]
|
||||
|
||||
### Why Existing Solutions Fall Short
|
||||
|
||||
[Analysis of existing solution gaps based on conversation]
|
||||
|
||||
### Proposed Solution
|
||||
|
||||
[Proposed solution description based on conversation]
|
||||
|
||||
### Key Differentiators
|
||||
|
||||
[Key differentiators based on conversation]
|
||||
```
|
||||
|
||||
### 7. Present MENU OPTIONS
|
||||
|
||||
**Content Presentation:**
|
||||
"I've drafted the executive summary and core vision based on our conversation. This captures the essence of {{project_name}} and what makes it special.
|
||||
|
||||
**Here's what I'll add to the document:**
|
||||
[Show the complete markdown content from step 6]
|
||||
|
||||
**Select an Option:** [A] Advanced Elicitation [P] Party Mode [C] Continue"
|
||||
|
||||
#### Menu Handling Logic:
|
||||
|
||||
- IF A: Execute {advancedElicitationTask} with current vision content to dive deeper and refine
|
||||
- IF P: Execute {partyModeWorkflow} to bring different perspectives to positioning and differentiation
|
||||
- IF C: Save content to {outputFile}, update frontmatter with stepsCompleted: [1, 2], then only then load, read entire file, then execute {nextStepFile}
|
||||
- IF Any other comments or queries: help user respond then [Redisplay Menu Options](#7-present-menu-options)
|
||||
|
||||
#### EXECUTION RULES:
|
||||
|
||||
- ALWAYS halt and wait for user input after presenting menu
|
||||
- ONLY proceed to next step when user selects 'C'
|
||||
- After other menu items execution, return to this menu with updated content
|
||||
- User can chat or ask questions - always respond and then end with display again of the menu options
|
||||
|
||||
## CRITICAL STEP COMPLETION NOTE
|
||||
|
||||
ONLY WHEN [C continue option] is selected and [vision content finalized and saved to document with frontmatter updated], will you then load and read fully `{nextStepFile}` to execute and begin target user discovery.
|
||||
|
||||
---
|
||||
|
||||
## 🚨 SYSTEM SUCCESS/FAILURE METRICS
|
||||
|
||||
### ✅ SUCCESS:
|
||||
|
||||
- Clear problem statement that resonates with target users
|
||||
- Compelling solution vision that addresses the core problem
|
||||
- Unique differentiators that provide competitive advantage
|
||||
- Executive summary that captures the product essence
|
||||
- A/P/C menu presented and handled correctly with proper task execution
|
||||
- Content properly appended to document when C selected
|
||||
- Frontmatter updated with stepsCompleted: [1, 2]
|
||||
|
||||
### ❌ SYSTEM FAILURE:
|
||||
|
||||
- Accepting vague problem statements without pushing for specificity
|
||||
- Creating solution vision without fully understanding the problem
|
||||
- Missing unique differentiators or competitive insights
|
||||
- Generating vision without real user input and collaboration
|
||||
- Not presenting standard A/P/C menu after content generation
|
||||
- Appending content without user selecting 'C'
|
||||
- Not updating frontmatter properly
|
||||
|
||||
**Master Rule:** Skipping steps, optimizing sequences, or not following exact instructions is FORBIDDEN and constitutes SYSTEM FAILURE.
|
||||
@@ -0,0 +1,202 @@
|
||||
---
|
||||
name: 'step-03-users'
|
||||
description: 'Define target users with rich personas and map their key interactions with the product'
|
||||
|
||||
# File References
|
||||
nextStepFile: './step-04-metrics.md'
|
||||
outputFile: '{planning_artifacts}/product-brief-{{project_name}}-{{date}}.md'
|
||||
|
||||
# Task References
|
||||
advancedElicitationTask: '{project-root}/_bmad/core/workflows/advanced-elicitation/workflow.xml'
|
||||
partyModeWorkflow: '{project-root}/_bmad/core/workflows/party-mode/workflow.md'
|
||||
---
|
||||
|
||||
# Step 3: Target Users Discovery
|
||||
|
||||
## STEP GOAL:
|
||||
|
||||
Define target users with rich personas and map their key interactions with the product through collaborative user research and journey mapping.
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
### Universal Rules:
|
||||
|
||||
- 🛑 NEVER generate content without user input
|
||||
- 📖 CRITICAL: Read the complete step file before taking any action
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure entire file is read
|
||||
- 📋 YOU ARE A FACILITATOR, not a content generator
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
### Role Reinforcement:
|
||||
|
||||
- ✅ You are a product-focused Business Analyst facilitator
|
||||
- ✅ If you already have been given a name, communication_style and persona, continue to use those while playing this new role
|
||||
- ✅ We engage in collaborative dialogue, not command-response
|
||||
- ✅ You bring structured thinking and facilitation skills, while the user brings domain expertise and product vision
|
||||
- ✅ Maintain collaborative discovery tone throughout
|
||||
|
||||
### Step-Specific Rules:
|
||||
|
||||
- 🎯 Focus only on defining who this product serves and how they interact with it
|
||||
- 🚫 FORBIDDEN to create generic user profiles without specific details
|
||||
- 💬 Approach: Systematic persona development with journey mapping
|
||||
- 📋 COLLABORATIVE persona development, not assumption-based user creation
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show your analysis before taking any action
|
||||
- 💾 Generate user personas and journeys collaboratively with user
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3]` before loading next step
|
||||
- 🚫 FORBIDDEN to proceed without user confirmation through menu
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Available context: Current document and frontmatter from previous steps, product vision and problem already defined
|
||||
- Focus: Creating vivid, actionable user personas that align with product vision
|
||||
- Limits: Focus on users who directly experience the problem or benefit from the solution
|
||||
- Dependencies: Product vision and problem statement from step-02 must be complete
|
||||
|
||||
## Sequence of Instructions (Do not deviate, skip, or optimize)
|
||||
|
||||
### 1. Begin User Discovery
|
||||
|
||||
**Opening Exploration:**
|
||||
"Now that we understand what {{project_name}} does, let's define who it's for.
|
||||
|
||||
**User Discovery:**
|
||||
|
||||
- Who experiences the problem we're solving?
|
||||
- Are there different types of users with different needs?
|
||||
- Who gets the most value from this solution?
|
||||
- Are there primary users and secondary users we should consider?
|
||||
|
||||
Let's start by identifying the main user groups."
|
||||
|
||||
### 2. Primary User Segment Development
|
||||
|
||||
**Persona Development Process:**
|
||||
For each primary user segment, create rich personas:
|
||||
|
||||
**Name & Context:**
|
||||
|
||||
- Give them a realistic name and brief backstory
|
||||
- Define their role, environment, and context
|
||||
- What motivates them? What are their goals?
|
||||
|
||||
**Problem Experience:**
|
||||
|
||||
- How do they currently experience the problem?
|
||||
- What workarounds are they using?
|
||||
- What are the emotional and practical impacts?
|
||||
|
||||
**Success Vision:**
|
||||
|
||||
- What would success look like for them?
|
||||
- What would make them say "this is exactly what I needed"?
|
||||
|
||||
**Primary User Questions:**
|
||||
|
||||
- "Tell me about a typical person who would use {{project_name}}"
|
||||
- "What's their day like? Where does our product fit in?"
|
||||
- "What are they trying to accomplish that's hard right now?"
|
||||
|
||||
### 3. Secondary User Segment Exploration
|
||||
|
||||
**Secondary User Considerations:**
|
||||
|
||||
- "Who else benefits from this solution, even if they're not the primary user?"
|
||||
- "Are there admin, support, or oversight roles we should consider?"
|
||||
- "Who influences the decision to adopt or purchase this product?"
|
||||
- "Are there partner or stakeholder users who matter?"
|
||||
|
||||
### 4. User Journey Mapping
|
||||
|
||||
**Journey Elements:**
|
||||
Map key interactions for each user segment:
|
||||
|
||||
- **Discovery:** How do they find out about the solution?
|
||||
- **Onboarding:** What's their first experience like?
|
||||
- **Core Usage:** How do they use the product day-to-day?
|
||||
- **Success Moment:** When do they realize the value?
|
||||
- **Long-term:** How does it become part of their routine?
|
||||
|
||||
**Journey Questions:**
|
||||
|
||||
- "Walk me through how [Persona Name] would discover and start using {{project_name}}"
|
||||
- "What's their 'aha!' moment?"
|
||||
- "How does this product change how they work or live?"
|
||||
|
||||
### 5. Generate Target Users Content
|
||||
|
||||
**Content to Append:**
|
||||
Prepare the following structure for document append:
|
||||
|
||||
```markdown
|
||||
## Target Users
|
||||
|
||||
### Primary Users
|
||||
|
||||
[Primary user segment content based on conversation]
|
||||
|
||||
### Secondary Users
|
||||
|
||||
[Secondary user segment content based on conversation, or N/A if not discussed]
|
||||
|
||||
### User Journey
|
||||
|
||||
[User journey content based on conversation, or N/A if not discussed]
|
||||
```
|
||||
|
||||
### 6. Present MENU OPTIONS
|
||||
|
||||
**Content Presentation:**
|
||||
"I've mapped out who {{project_name}} serves and how they'll interact with it. This helps us ensure we're building something that real people will love to use.
|
||||
|
||||
**Here's what I'll add to the document:**
|
||||
[Show the complete markdown content from step 5]
|
||||
|
||||
**Select an Option:** [A] Advanced Elicitation [P] Party Mode [C] Continue"
|
||||
|
||||
#### Menu Handling Logic:
|
||||
|
||||
- IF A: Execute {advancedElicitationTask} with current user content to dive deeper into personas and journeys
|
||||
- IF P: Execute {partyModeWorkflow} to bring different perspectives to validate user understanding
|
||||
- IF C: Save content to {outputFile}, update frontmatter with stepsCompleted: [1, 2, 3], then only then load, read entire file, then execute {nextStepFile}
|
||||
- IF Any other comments or queries: help user respond then [Redisplay Menu Options](#6-present-menu-options)
|
||||
|
||||
#### EXECUTION RULES:
|
||||
|
||||
- ALWAYS halt and wait for user input after presenting menu
|
||||
- ONLY proceed to next step when user selects 'C'
|
||||
- After other menu items execution, return to this menu with updated content
|
||||
- User can chat or ask questions - always respond and then end with display again of the menu options
|
||||
|
||||
## CRITICAL STEP COMPLETION NOTE
|
||||
|
||||
ONLY WHEN [C continue option] is selected and [user personas finalized and saved to document with frontmatter updated], will you then load and read fully `{nextStepFile}` to execute and begin success metrics definition.
|
||||
|
||||
---
|
||||
|
||||
## 🚨 SYSTEM SUCCESS/FAILURE METRICS
|
||||
|
||||
### ✅ SUCCESS:
|
||||
|
||||
- Rich, believable user personas with clear motivations
|
||||
- Clear distinction between primary and secondary users
|
||||
- User journeys that show key interaction points and value creation
|
||||
- User segments that align with product vision and problem statement
|
||||
- A/P/C menu presented and handled correctly with proper task execution
|
||||
- Content properly appended to document when C selected
|
||||
- Frontmatter updated with stepsCompleted: [1, 2, 3]
|
||||
|
||||
### ❌ SYSTEM FAILURE:
|
||||
|
||||
- Creating generic user profiles without specific details
|
||||
- Missing key user segments that are important to success
|
||||
- User journeys that don't show how the product creates value
|
||||
- Not connecting user needs back to the problem statement
|
||||
- Not presenting standard A/P/C menu after content generation
|
||||
- Appending content without user selecting 'C'
|
||||
- Not updating frontmatter properly
|
||||
|
||||
**Master Rule:** Skipping steps, optimizing sequences, or not following exact instructions is FORBIDDEN and constitutes SYSTEM FAILURE.
|
||||
@@ -0,0 +1,205 @@
|
||||
---
|
||||
name: 'step-04-metrics'
|
||||
description: 'Define comprehensive success metrics that include user success, business objectives, and key performance indicators'
|
||||
|
||||
# File References
|
||||
nextStepFile: './step-05-scope.md'
|
||||
outputFile: '{planning_artifacts}/product-brief-{{project_name}}-{{date}}.md'
|
||||
|
||||
# Task References
|
||||
advancedElicitationTask: '{project-root}/_bmad/core/workflows/advanced-elicitation/workflow.xml'
|
||||
partyModeWorkflow: '{project-root}/_bmad/core/workflows/party-mode/workflow.md'
|
||||
---
|
||||
|
||||
# Step 4: Success Metrics Definition
|
||||
|
||||
## STEP GOAL:
|
||||
|
||||
Define comprehensive success metrics that include user success, business objectives, and key performance indicators through collaborative metric definition aligned with product vision and user value.
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
### Universal Rules:
|
||||
|
||||
- 🛑 NEVER generate content without user input
|
||||
- 📖 CRITICAL: Read the complete step file before taking any action
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure entire file is read
|
||||
- 📋 YOU ARE A FACILITATOR, not a content generator
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
### Role Reinforcement:
|
||||
|
||||
- ✅ You are a product-focused Business Analyst facilitator
|
||||
- ✅ If you already have been given a name, communication_style and persona, continue to use those while playing this new role
|
||||
- ✅ We engage in collaborative dialogue, not command-response
|
||||
- ✅ You bring structured thinking and facilitation skills, while the user brings domain expertise and product vision
|
||||
- ✅ Maintain collaborative discovery tone throughout
|
||||
|
||||
### Step-Specific Rules:
|
||||
|
||||
- 🎯 Focus only on defining measurable success criteria and business objectives
|
||||
- 🚫 FORBIDDEN to create vague metrics that can't be measured or tracked
|
||||
- 💬 Approach: Systematic metric definition that connects user value to business success
|
||||
- 📋 COLLABORATIVE metric definition that drives actionable decisions
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show your analysis before taking any action
|
||||
- 💾 Generate success metrics collaboratively with user
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4]` before loading next step
|
||||
- 🚫 FORBIDDEN to proceed without user confirmation through menu
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Available context: Current document and frontmatter from previous steps, product vision and target users already defined
|
||||
- Focus: Creating measurable, actionable success criteria that align with product strategy
|
||||
- Limits: Focus on metrics that drive decisions and demonstrate real value creation
|
||||
- Dependencies: Product vision and user personas from previous steps must be complete
|
||||
|
||||
## Sequence of Instructions (Do not deviate, skip, or optimize)
|
||||
|
||||
### 1. Begin Success Metrics Discovery
|
||||
|
||||
**Opening Exploration:**
|
||||
"Now that we know who {{project_name}} serves and what problem it solves, let's define what success looks like.
|
||||
|
||||
**Success Discovery:**
|
||||
|
||||
- How will we know we're succeeding for our users?
|
||||
- What would make users say 'this was worth it'?
|
||||
- What metrics show we're creating real value?
|
||||
|
||||
Let's start with the user perspective."
|
||||
|
||||
### 2. User Success Metrics
|
||||
|
||||
**User Success Questions:**
|
||||
Define success from the user's perspective:
|
||||
|
||||
- "What outcome are users trying to achieve?"
|
||||
- "How will they know the product is working for them?"
|
||||
- "What's the moment where they realize this is solving their problem?"
|
||||
- "What behaviors indicate users are getting value?"
|
||||
|
||||
**User Success Exploration:**
|
||||
Guide from vague to specific metrics:
|
||||
|
||||
- "Users are happy" → "Users complete [key action] within [timeframe]"
|
||||
- "Product is useful" → "Users return [frequency] and use [core feature]"
|
||||
- Focus on outcomes and behaviors, not just satisfaction scores
|
||||
|
||||
### 3. Business Objectives
|
||||
|
||||
**Business Success Questions:**
|
||||
Define business success metrics:
|
||||
|
||||
- "What does success look like for the business at 3 months? 12 months?"
|
||||
- "Are we measuring revenue, user growth, engagement, something else?"
|
||||
- "What business metrics would make you say 'this is working'?"
|
||||
- "How does this product contribute to broader company goals?"
|
||||
|
||||
**Business Success Categories:**
|
||||
|
||||
- **Growth Metrics:** User acquisition, market penetration
|
||||
- **Engagement Metrics:** Usage patterns, retention, satisfaction
|
||||
- **Financial Metrics:** Revenue, profitability, cost efficiency
|
||||
- **Strategic Metrics:** Market position, competitive advantage
|
||||
|
||||
### 4. Key Performance Indicators
|
||||
|
||||
**KPI Development Process:**
|
||||
Define specific, measurable KPIs:
|
||||
|
||||
- Transform objectives into measurable indicators
|
||||
- Ensure each KPI has a clear measurement method
|
||||
- Define targets and timeframes where appropriate
|
||||
- Include leading indicators that predict success
|
||||
|
||||
**KPI Examples:**
|
||||
|
||||
- User acquisition: "X new users per month"
|
||||
- Engagement: "Y% of users complete core journey weekly"
|
||||
- Business impact: "$Z in cost savings or revenue generation"
|
||||
|
||||
### 5. Connect Metrics to Strategy
|
||||
|
||||
**Strategic Alignment:**
|
||||
Ensure metrics align with product vision and user needs:
|
||||
|
||||
- Connect each metric back to the product vision
|
||||
- Ensure user success metrics drive business success
|
||||
- Validate that metrics measure what truly matters
|
||||
- Avoid vanity metrics that don't drive decisions
|
||||
|
||||
### 6. Generate Success Metrics Content
|
||||
|
||||
**Content to Append:**
|
||||
Prepare the following structure for document append:
|
||||
|
||||
```markdown
|
||||
## Success Metrics
|
||||
|
||||
[Success metrics content based on conversation]
|
||||
|
||||
### Business Objectives
|
||||
|
||||
[Business objectives content based on conversation, or N/A if not discussed]
|
||||
|
||||
### Key Performance Indicators
|
||||
|
||||
[Key performance indicators content based on conversation, or N/A if not discussed]
|
||||
```
|
||||
|
||||
### 7. Present MENU OPTIONS
|
||||
|
||||
**Content Presentation:**
|
||||
"I've defined success metrics that will help us track whether {{project_name}} is creating real value for users and achieving business objectives.
|
||||
|
||||
**Here's what I'll add to the document:**
|
||||
[Show the complete markdown content from step 6]
|
||||
|
||||
**Select an Option:** [A] Advanced Elicitation [P] Party Mode [C] Continue"
|
||||
|
||||
#### Menu Handling Logic:
|
||||
|
||||
- IF A: Execute {advancedElicitationTask} with current metrics content to dive deeper into success metric insights
|
||||
- IF P: Execute {partyModeWorkflow} to bring different perspectives to validate comprehensive metrics
|
||||
- IF C: Save content to {outputFile}, update frontmatter with stepsCompleted: [1, 2, 3, 4], then only then load, read entire file, then execute {nextStepFile}
|
||||
- IF Any other comments or queries: help user respond then [Redisplay Menu Options](#7-present-menu-options)
|
||||
|
||||
#### EXECUTION RULES:
|
||||
|
||||
- ALWAYS halt and wait for user input after presenting menu
|
||||
- ONLY proceed to next step when user selects 'C'
|
||||
- After other menu items execution, return to this menu with updated content
|
||||
- User can chat or ask questions - always respond and then end with display again of the menu options
|
||||
|
||||
## CRITICAL STEP COMPLETION NOTE
|
||||
|
||||
ONLY WHEN [C continue option] is selected and [success metrics finalized and saved to document with frontmatter updated], will you then load and read fully `{nextStepFile}` to execute and begin MVP scope definition.
|
||||
|
||||
---
|
||||
|
||||
## 🚨 SYSTEM SUCCESS/FAILURE METRICS
|
||||
|
||||
### ✅ SUCCESS:
|
||||
|
||||
- User success metrics that focus on outcomes and behaviors
|
||||
- Clear business objectives aligned with product strategy
|
||||
- Specific, measurable KPIs with defined targets and timeframes
|
||||
- Metrics that connect user value to business success
|
||||
- A/P/C menu presented and handled correctly with proper task execution
|
||||
- Content properly appended to document when C selected
|
||||
- Frontmatter updated with stepsCompleted: [1, 2, 3, 4]
|
||||
|
||||
### ❌ SYSTEM FAILURE:
|
||||
|
||||
- Vague success metrics that can't be measured or tracked
|
||||
- Business objectives disconnected from user success
|
||||
- Too many metrics or missing critical success indicators
|
||||
- Metrics that don't drive actionable decisions
|
||||
- Not presenting standard A/P/C menu after content generation
|
||||
- Appending content without user selecting 'C'
|
||||
- Not updating frontmatter properly
|
||||
|
||||
**Master Rule:** Skipping steps, optimizing sequences, or not following exact instructions is FORBIDDEN and constitutes SYSTEM FAILURE.
|
||||
@@ -0,0 +1,219 @@
|
||||
---
|
||||
name: 'step-05-scope'
|
||||
description: 'Define MVP scope with clear boundaries and outline future vision while managing scope creep'
|
||||
|
||||
# File References
|
||||
nextStepFile: './step-06-complete.md'
|
||||
outputFile: '{planning_artifacts}/product-brief-{{project_name}}-{{date}}.md'
|
||||
|
||||
# Task References
|
||||
advancedElicitationTask: '{project-root}/_bmad/core/workflows/advanced-elicitation/workflow.xml'
|
||||
partyModeWorkflow: '{project-root}/_bmad/core/workflows/party-mode/workflow.md'
|
||||
---
|
||||
|
||||
# Step 5: MVP Scope Definition
|
||||
|
||||
## STEP GOAL:
|
||||
|
||||
Define MVP scope with clear boundaries and outline future vision through collaborative scope negotiation that balances ambition with realism.
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
### Universal Rules:
|
||||
|
||||
- 🛑 NEVER generate content without user input
|
||||
- 📖 CRITICAL: Read the complete step file before taking any action
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure entire file is read
|
||||
- 📋 YOU ARE A FACILITATOR, not a content generator
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
### Role Reinforcement:
|
||||
|
||||
- ✅ You are a product-focused Business Analyst facilitator
|
||||
- ✅ If you already have been given a name, communication_style and persona, continue to use those while playing this new role
|
||||
- ✅ We engage in collaborative dialogue, not command-response
|
||||
- ✅ You bring structured thinking and facilitation skills, while the user brings domain expertise and product vision
|
||||
- ✅ Maintain collaborative discovery tone throughout
|
||||
|
||||
### Step-Specific Rules:
|
||||
|
||||
- 🎯 Focus only on defining minimum viable scope and future vision
|
||||
- 🚫 FORBIDDEN to create MVP scope that's too large or includes non-essential features
|
||||
- 💬 Approach: Systematic scope negotiation with clear boundary setting
|
||||
- 📋 COLLABORATIVE scope definition that prevents scope creep
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show your analysis before taking any action
|
||||
- 💾 Generate MVP scope collaboratively with user
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4, 5]` before loading next step
|
||||
- 🚫 FORBIDDEN to proceed without user confirmation through menu
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Available context: Current document and frontmatter from previous steps, product vision, users, and success metrics already defined
|
||||
- Focus: Defining what's essential for MVP vs. future enhancements
|
||||
- Limits: Balance user needs with implementation feasibility
|
||||
- Dependencies: Product vision, user personas, and success metrics from previous steps must be complete
|
||||
|
||||
## Sequence of Instructions (Do not deviate, skip, or optimize)
|
||||
|
||||
### 1. Begin Scope Definition
|
||||
|
||||
**Opening Exploration:**
|
||||
"Now that we understand what {{project_name}} does, who it serves, and how we'll measure success, let's define what we need to build first.
|
||||
|
||||
**Scope Discovery:**
|
||||
|
||||
- What's the absolute minimum we need to deliver to solve the core problem?
|
||||
- What features would make users say 'this solves my problem'?
|
||||
- How do we balance ambition with getting something valuable to users quickly?
|
||||
|
||||
Let's start with the MVP mindset: what's the smallest version that creates real value?"
|
||||
|
||||
### 2. MVP Core Features Definition
|
||||
|
||||
**MVP Feature Questions:**
|
||||
Define essential features for minimum viable product:
|
||||
|
||||
- "What's the core functionality that must work?"
|
||||
- "Which features directly address the main problem we're solving?"
|
||||
- "What would users consider 'incomplete' if it was missing?"
|
||||
- "What features create the 'aha!' moment we discussed earlier?"
|
||||
|
||||
**MVP Criteria:**
|
||||
|
||||
- **Solves Core Problem:** Addresses the main pain point effectively
|
||||
- **User Value:** Creates meaningful outcome for target users
|
||||
- **Feasible:** Achievable with available resources and timeline
|
||||
- **Testable:** Allows learning and iteration based on user feedback
|
||||
|
||||
### 3. Out of Scope Boundaries
|
||||
|
||||
**Out of Scope Exploration:**
|
||||
Define what explicitly won't be in MVP:
|
||||
|
||||
- "What features would be nice to have but aren't essential?"
|
||||
- "What functionality could wait for version 2.0?"
|
||||
- "What are we intentionally saying 'no' to for now?"
|
||||
- "How do we communicate these boundaries to stakeholders?"
|
||||
|
||||
**Boundary Setting:**
|
||||
|
||||
- Clear communication about what's not included
|
||||
- Rationale for deferring certain features
|
||||
- Timeline considerations for future additions
|
||||
- Trade-off explanations for stakeholders
|
||||
|
||||
### 4. MVP Success Criteria
|
||||
|
||||
**Success Validation:**
|
||||
Define what makes the MVP successful:
|
||||
|
||||
- "How will we know the MVP is successful?"
|
||||
- "What metrics will indicate we should proceed beyond MVP?"
|
||||
- "What user feedback signals validate our approach?"
|
||||
- "What's the decision point for scaling beyond MVP?"
|
||||
|
||||
**Success Gates:**
|
||||
|
||||
- User adoption metrics
|
||||
- Problem validation evidence
|
||||
- Technical feasibility confirmation
|
||||
- Business model validation
|
||||
|
||||
### 5. Future Vision Exploration
|
||||
|
||||
**Vision Questions:**
|
||||
Define the longer-term product vision:
|
||||
|
||||
- "If this is wildly successful, what does it become in 2-3 years?"
|
||||
- "What capabilities would we add with more resources?"
|
||||
- "How does the MVP evolve into the full product vision?"
|
||||
- "What markets or user segments could we expand to?"
|
||||
|
||||
**Future Features:**
|
||||
|
||||
- Post-MVP enhancements that build on core functionality
|
||||
- Scale considerations and growth capabilities
|
||||
- Platform or ecosystem expansion opportunities
|
||||
- Advanced features that differentiate in the long term
|
||||
|
||||
### 6. Generate MVP Scope Content
|
||||
|
||||
**Content to Append:**
|
||||
Prepare the following structure for document append:
|
||||
|
||||
```markdown
|
||||
## MVP Scope
|
||||
|
||||
### Core Features
|
||||
|
||||
[Core features content based on conversation]
|
||||
|
||||
### Out of Scope for MVP
|
||||
|
||||
[Out of scope content based on conversation, or N/A if not discussed]
|
||||
|
||||
### MVP Success Criteria
|
||||
|
||||
[MVP success criteria content based on conversation, or N/A if not discussed]
|
||||
|
||||
### Future Vision
|
||||
|
||||
[Future vision content based on conversation, or N/A if not discussed]
|
||||
```
|
||||
|
||||
### 7. Present MENU OPTIONS
|
||||
|
||||
**Content Presentation:**
|
||||
"I've defined the MVP scope for {{project_name}} that balances delivering real value with realistic boundaries. This gives us a clear path forward while keeping our options open for future growth.
|
||||
|
||||
**Here's what I'll add to the document:**
|
||||
[Show the complete markdown content from step 6]
|
||||
|
||||
**Select an Option:** [A] Advanced Elicitation [P] Party Mode [C] Continue"
|
||||
|
||||
#### Menu Handling Logic:
|
||||
|
||||
- IF A: Execute {advancedElicitationTask} with current scope content to optimize scope definition
|
||||
- IF P: Execute {partyModeWorkflow} to bring different perspectives to validate MVP scope
|
||||
- IF C: Save content to {outputFile}, update frontmatter with stepsCompleted: [1, 2, 3, 4, 5], then only then load, read entire file, then execute {nextStepFile}
|
||||
- IF Any other comments or queries: help user respond then [Redisplay Menu Options](#7-present-menu-options)
|
||||
|
||||
#### EXECUTION RULES:
|
||||
|
||||
- ALWAYS halt and wait for user input after presenting menu
|
||||
- ONLY proceed to next step when user selects 'C'
|
||||
- After other menu items execution, return to this menu with updated content
|
||||
- User can chat or ask questions - always respond and then end with display again of the menu options
|
||||
|
||||
## CRITICAL STEP COMPLETION NOTE
|
||||
|
||||
ONLY WHEN [C continue option] is selected and [MVP scope finalized and saved to document with frontmatter updated], will you then load and read fully `{nextStepFile}` to execute and complete the product brief workflow.
|
||||
|
||||
---
|
||||
|
||||
## 🚨 SYSTEM SUCCESS/FAILURE METRICS
|
||||
|
||||
### ✅ SUCCESS:
|
||||
|
||||
- MVP features that solve the core problem effectively
|
||||
- Clear out-of-scope boundaries that prevent scope creep
|
||||
- Success criteria that validate MVP approach and inform go/no-go decisions
|
||||
- Future vision that inspires while maintaining focus on MVP
|
||||
- A/P/C menu presented and handled correctly with proper task execution
|
||||
- Content properly appended to document when C selected
|
||||
- Frontmatter updated with stepsCompleted: [1, 2, 3, 4, 5]
|
||||
|
||||
### ❌ SYSTEM FAILURE:
|
||||
|
||||
- MVP scope too large or includes non-essential features
|
||||
- Missing clear boundaries leading to scope creep
|
||||
- No success criteria to validate MVP approach
|
||||
- Future vision disconnected from MVP foundation
|
||||
- Not presenting standard A/P/C menu after content generation
|
||||
- Appending content without user selecting 'C'
|
||||
- Not updating frontmatter properly
|
||||
|
||||
**Master Rule:** Skipping steps, optimizing sequences, or not following exact instructions is FORBIDDEN and constitutes SYSTEM FAILURE.
|
||||
@@ -0,0 +1,194 @@
|
||||
---
|
||||
name: 'step-06-complete'
|
||||
description: 'Complete the product brief workflow, update status files, and suggest next steps for the project'
|
||||
|
||||
# File References
|
||||
outputFile: '{planning_artifacts}/product-brief-{{project_name}}-{{date}}.md'
|
||||
---
|
||||
|
||||
# Step 6: Product Brief Completion
|
||||
|
||||
## STEP GOAL:
|
||||
|
||||
Complete the product brief workflow, update status files, and provide guidance on logical next steps for continued product development.
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
### Universal Rules:
|
||||
|
||||
- 🛑 NEVER generate content without user input
|
||||
- 📖 CRITICAL: Read the complete step file before taking any action
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure entire file is read
|
||||
- 📋 YOU ARE A FACILITATOR, not a content generator
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
### Role Reinforcement:
|
||||
|
||||
- ✅ You are a product-focused Business Analyst facilitator
|
||||
- ✅ If you already have been given a name, communication_style and persona, continue to use those while playing this new role
|
||||
- ✅ We engage in collaborative dialogue, not command-response
|
||||
- ✅ You bring structured thinking and facilitation skills, while the user brings domain expertise and product vision
|
||||
- ✅ Maintain collaborative completion tone throughout
|
||||
|
||||
### Step-Specific Rules:
|
||||
|
||||
- 🎯 Focus only on completion, next steps, and project guidance
|
||||
- 🚫 FORBIDDEN to generate new content for the product brief
|
||||
- 💬 Approach: Systematic completion with quality validation and next step recommendations
|
||||
- 📋 FINALIZE document and update workflow status appropriately
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show your analysis before taking any action
|
||||
- 💾 Update the main workflow status file with completion information
|
||||
- 📖 Suggest potential next workflow steps for the user
|
||||
- 🚫 DO NOT load additional steps after this one (this is final)
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Available context: Complete product brief document from all previous steps, workflow frontmatter shows all completed steps
|
||||
- Focus: Completion validation, status updates, and next step guidance
|
||||
- Limits: No new content generation, only completion and wrap-up activities
|
||||
- Dependencies: All previous steps must be completed with content saved to document
|
||||
|
||||
## Sequence of Instructions (Do not deviate, skip, or optimize)
|
||||
|
||||
### 1. Announce Workflow Completion
|
||||
|
||||
**Completion Announcement:**
|
||||
"🎉 **Product Brief Complete, {{user_name}}!**
|
||||
|
||||
I've successfully collaborated with you to create a comprehensive Product Brief for {{project_name}}.
|
||||
|
||||
**What we've accomplished:**
|
||||
|
||||
- ✅ Executive Summary with clear vision and problem statement
|
||||
- ✅ Core Vision with solution definition and unique differentiators
|
||||
- ✅ Target Users with rich personas and user journeys
|
||||
- ✅ Success Metrics with measurable outcomes and business objectives
|
||||
- ✅ MVP Scope with focused feature set and clear boundaries
|
||||
- ✅ Future Vision that inspires while maintaining current focus
|
||||
|
||||
**The complete Product Brief is now available at:** `{outputFile}`
|
||||
|
||||
This brief serves as the foundation for all subsequent product development activities and strategic decisions."
|
||||
|
||||
### 2. Workflow Status Update
|
||||
|
||||
**Status File Management:**
|
||||
Update the main workflow status file:
|
||||
|
||||
- Check if `{output_folder} or {planning_artifacts}/bmm-workflow-status.yaml` exists
|
||||
- If so, update workflow_status["product-brief"] = `{outputFile}`
|
||||
- Add completion timestamp and metadata
|
||||
- Save file, preserving all comments and structure
|
||||
|
||||
### 3. Document Quality Check
|
||||
|
||||
**Completeness Validation:**
|
||||
Perform final validation of the product brief:
|
||||
|
||||
- Does the executive summary clearly communicate the vision and problem?
|
||||
- Are target users well-defined with compelling personas?
|
||||
- Do success metrics connect user value to business objectives?
|
||||
- Is MVP scope focused and realistic?
|
||||
- Does the brief provide clear direction for next steps?
|
||||
|
||||
**Consistency Validation:**
|
||||
|
||||
- Do all sections align with the core problem statement?
|
||||
- Is user value consistently emphasized throughout?
|
||||
- Are success criteria traceable to user needs and business goals?
|
||||
- Does MVP scope align with the problem and solution?
|
||||
|
||||
### 4. Suggest Next Steps
|
||||
|
||||
**Recommended Next Workflow:**
|
||||
Provide guidance on logical next workflows:
|
||||
|
||||
1. `create-prd` - Create detailed Product Requirements Document
|
||||
- Brief provides foundation for detailed requirements
|
||||
- User personas inform journey mapping
|
||||
- Success metrics become specific acceptance criteria
|
||||
- MVP scope becomes detailed feature specifications
|
||||
|
||||
**Other Potential Next Steps:**
|
||||
|
||||
1. `create-ux-design` - UX research and design (can run parallel with PRD)
|
||||
2. `domain-research` - Deep market or domain research (if needed)
|
||||
|
||||
**Strategic Considerations:**
|
||||
|
||||
- The PRD workflow builds directly on this brief for detailed planning
|
||||
- Consider team capacity and immediate priorities
|
||||
- Use brief to validate concept before committing to detailed work
|
||||
- Brief can guide early technical feasibility discussions
|
||||
|
||||
### 5. Present MENU OPTIONS
|
||||
|
||||
**Completion Confirmation:**
|
||||
"**Your Product Brief for {{project_name}} is now complete and ready for the next phase!**
|
||||
|
||||
The brief captures everything needed to guide subsequent product development:
|
||||
|
||||
- Clear vision and problem definition
|
||||
- Deep understanding of target users
|
||||
- Measurable success criteria
|
||||
- Focused MVP scope with realistic boundaries
|
||||
- Inspiring long-term vision
|
||||
|
||||
**Suggested Next Steps**
|
||||
|
||||
- PRD workflow for detailed requirements?
|
||||
- UX design workflow for user experience planning?
|
||||
|
||||
**Product Brief Complete**"
|
||||
|
||||
#### Menu Handling Logic:
|
||||
|
||||
- Since this is a completion step, no continuation to other workflow steps
|
||||
- User can ask questions or request review of the completed brief
|
||||
- Provide guidance on next workflow options when requested
|
||||
- End workflow session gracefully after completion confirmation
|
||||
|
||||
#### EXECUTION RULES:
|
||||
|
||||
- This is a final step with completion focus
|
||||
- No additional workflow steps to load after this
|
||||
- User can request review or clarification of completed brief
|
||||
- Provide clear guidance on next workflow options
|
||||
|
||||
## CRITICAL STEP COMPLETION NOTE
|
||||
|
||||
ONLY WHEN [completion confirmation is provided and workflow status updated], will you then mark the workflow as complete and end the session gracefully. No additional steps are loaded after this final completion step.
|
||||
|
||||
---
|
||||
|
||||
## 🚨 SYSTEM SUCCESS/FAILURE METRICS
|
||||
|
||||
### ✅ SUCCESS:
|
||||
|
||||
- Product brief contains all essential sections with collaborative content
|
||||
- All collaborative content properly saved to document with proper frontmatter
|
||||
- Workflow status file updated with completion information and timestamp
|
||||
- Clear next step guidance provided to user with specific workflow recommendations
|
||||
- Document quality validation completed with completeness and consistency checks
|
||||
- User acknowledges completion and understands next available options
|
||||
- Workflow properly marked as complete in status tracking
|
||||
|
||||
### ❌ SYSTEM FAILURE:
|
||||
|
||||
- Not updating workflow status file with completion information
|
||||
- Missing clear next step guidance for user
|
||||
- Not confirming document completeness with user
|
||||
- Workflow not properly marked as complete in status tracking
|
||||
- User unclear about what happens next or available options
|
||||
- Document quality issues not identified or addressed
|
||||
|
||||
**Master Rule:** Skipping steps, optimizing sequences, or not following exact instructions is FORBIDDEN and constitutes SYSTEM FAILURE.
|
||||
|
||||
## FINAL WORKFLOW COMPLETION
|
||||
|
||||
This product brief is now complete and serves as the strategic foundation for the entire product lifecycle. All subsequent design, architecture, and development work should trace back to the vision, user needs, and success criteria documented in this brief.
|
||||
|
||||
**Congratulations on completing the Product Brief for {{project_name}}!** 🎉
|
||||
@@ -0,0 +1,58 @@
|
||||
---
|
||||
name: create-product-brief
|
||||
description: Create comprehensive product briefs through collaborative step-by-step discovery as creative Business Analyst working with the user as peers.
|
||||
web_bundle: true
|
||||
---
|
||||
|
||||
# Product Brief Workflow
|
||||
|
||||
**Goal:** Create comprehensive product briefs through collaborative step-by-step discovery as creative Business Analyst working with the user as peers.
|
||||
|
||||
**Your Role:** In addition to your name, communication_style, and persona, you are also a product-focused Business Analyst collaborating with an expert peer. This is a partnership, not a client-vendor relationship. You bring structured thinking and facilitation skills, while the user brings domain expertise and product vision. Work together as equals.
|
||||
|
||||
---
|
||||
|
||||
## WORKFLOW ARCHITECTURE
|
||||
|
||||
This uses **step-file architecture** for disciplined execution:
|
||||
|
||||
### Core Principles
|
||||
|
||||
- **Micro-file Design**: Each step is a self contained instruction file that is a part of an overall workflow that must be followed exactly
|
||||
- **Just-In-Time Loading**: Only the current step file is in memory - never load future step files until told to do so
|
||||
- **Sequential Enforcement**: Sequence within the step files must be completed in order, no skipping or optimization allowed
|
||||
- **State Tracking**: Document progress in output file frontmatter using `stepsCompleted` array when a workflow produces a document
|
||||
- **Append-Only Building**: Build documents by appending content as directed to the output file
|
||||
|
||||
### Step Processing Rules
|
||||
|
||||
1. **READ COMPLETELY**: Always read the entire step file before taking any action
|
||||
2. **FOLLOW SEQUENCE**: Execute all numbered sections in order, never deviate
|
||||
3. **WAIT FOR INPUT**: If a menu is presented, halt and wait for user selection
|
||||
4. **CHECK CONTINUATION**: If the step has a menu with Continue as an option, only proceed to next step when user selects 'C' (Continue)
|
||||
5. **SAVE STATE**: Update `stepsCompleted` in frontmatter before loading next step
|
||||
6. **LOAD NEXT**: When directed, load, read entire file, then execute the next step file
|
||||
|
||||
### Critical Rules (NO EXCEPTIONS)
|
||||
|
||||
- 🛑 **NEVER** load multiple step files simultaneously
|
||||
- 📖 **ALWAYS** read entire step file before execution
|
||||
- 🚫 **NEVER** skip steps or optimize the sequence
|
||||
- 💾 **ALWAYS** update frontmatter of output files when writing the final output for a specific step
|
||||
- 🎯 **ALWAYS** follow the exact instructions in the step file
|
||||
- ⏸️ **ALWAYS** halt at menus and wait for user input
|
||||
- 📋 **NEVER** create mental todo lists from future steps
|
||||
|
||||
---
|
||||
|
||||
## INITIALIZATION SEQUENCE
|
||||
|
||||
### 1. Configuration Loading
|
||||
|
||||
Load and read full config from {project-root}/_bmad/bmm/config.yaml and resolve:
|
||||
|
||||
- `project_name`, `output_folder`, `planning_artifacts`, `user_name`, `communication_language`, `document_output_language`, `user_skill_level`
|
||||
|
||||
### 2. First Step EXECUTION
|
||||
|
||||
Load, read the full file and then execute `{project-root}/_bmad/bmm/workflows/1-analysis/create-product-brief/steps/step-01-init.md` to begin the workflow.
|
||||
@@ -0,0 +1,137 @@
|
||||
# Domain Research Step 1: Domain Research Scope Confirmation
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without user confirmation
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ FOCUS EXCLUSIVELY on confirming domain research scope and approach
|
||||
- 📋 YOU ARE A DOMAIN RESEARCH PLANNER, not content generator
|
||||
- 💬 ACKNOWLEDGE and CONFIRM understanding of domain research goals
|
||||
- 🔍 This is SCOPE CONFIRMATION ONLY - no web research yet
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show your analysis before taking any action
|
||||
- ⚠️ Present [C] continue option after scope confirmation
|
||||
- 💾 ONLY proceed when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Research type = "domain" is already set
|
||||
- **Research topic = "{{research_topic}}"** - discovered from initial discussion
|
||||
- **Research goals = "{{research_goals}}"** - captured from initial discussion
|
||||
- Focus on industry/domain analysis with web research
|
||||
- Web search is required to verify and supplement your knowledge with current facts
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Confirm domain research scope and approach for **{{research_topic}}** with the user's goals in mind.
|
||||
|
||||
## DOMAIN SCOPE CONFIRMATION:
|
||||
|
||||
### 1. Begin Scope Confirmation
|
||||
|
||||
Start with domain scope understanding:
|
||||
"I understand you want to conduct **domain research** for **{{research_topic}}** with these goals: {{research_goals}}
|
||||
|
||||
**Domain Research Scope:**
|
||||
|
||||
- **Industry Analysis**: Industry structure, market dynamics, and competitive landscape
|
||||
- **Regulatory Environment**: Compliance requirements, regulations, and standards
|
||||
- **Technology Patterns**: Innovation trends, technology adoption, and digital transformation
|
||||
- **Economic Factors**: Market size, growth trends, and economic impact
|
||||
- **Supply Chain**: Value chain analysis and ecosystem relationships
|
||||
|
||||
**Research Approach:**
|
||||
|
||||
- All claims verified against current public sources
|
||||
- Multi-source validation for critical domain claims
|
||||
- Confidence levels for uncertain domain information
|
||||
- Comprehensive domain coverage with industry-specific insights
|
||||
|
||||
### 2. Scope Confirmation
|
||||
|
||||
Present clear scope confirmation:
|
||||
"**Domain Research Scope Confirmation:**
|
||||
|
||||
For **{{research_topic}}**, I will research:
|
||||
|
||||
✅ **Industry Analysis** - market structure, key players, competitive dynamics
|
||||
✅ **Regulatory Requirements** - compliance standards, legal frameworks
|
||||
✅ **Technology Trends** - innovation patterns, digital transformation
|
||||
✅ **Economic Factors** - market size, growth projections, economic impact
|
||||
✅ **Supply Chain Analysis** - value chain, ecosystem, partnerships
|
||||
|
||||
**All claims verified against current public sources.**
|
||||
|
||||
**Does this domain research scope and approach align with your goals?**
|
||||
[C] Continue - Begin domain research with this scope
|
||||
|
||||
### 3. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- Document scope confirmation in research file
|
||||
- Update frontmatter: `stepsCompleted: [1]`
|
||||
- Load: `./step-02-domain-analysis.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append scope confirmation:
|
||||
|
||||
```markdown
|
||||
## Domain Research Scope Confirmation
|
||||
|
||||
**Research Topic:** {{research_topic}}
|
||||
**Research Goals:** {{research_goals}}
|
||||
|
||||
**Domain Research Scope:**
|
||||
|
||||
- Industry Analysis - market structure, competitive landscape
|
||||
- Regulatory Environment - compliance requirements, legal frameworks
|
||||
- Technology Trends - innovation patterns, digital transformation
|
||||
- Economic Factors - market size, growth projections
|
||||
- Supply Chain Analysis - value chain, ecosystem relationships
|
||||
|
||||
**Research Methodology:**
|
||||
|
||||
- All claims verified against current public sources
|
||||
- Multi-source validation for critical domain claims
|
||||
- Confidence level framework for uncertain information
|
||||
- Comprehensive domain coverage with industry-specific insights
|
||||
|
||||
**Scope Confirmed:** {{date}}
|
||||
```
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Domain research scope clearly confirmed with user
|
||||
✅ All domain analysis areas identified and explained
|
||||
✅ Research methodology emphasized
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Scope confirmation documented when user proceeds
|
||||
✅ Proper routing to next domain research step
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Not clearly confirming domain research scope with user
|
||||
❌ Missing critical domain analysis areas
|
||||
❌ Not explaining that web search is required for current facts
|
||||
❌ Not presenting [C] continue option
|
||||
❌ Proceeding without user scope confirmation
|
||||
❌ Not routing to next domain research step
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user selects 'C', load `./step-02-domain-analysis.md` to begin industry analysis.
|
||||
|
||||
Remember: This is SCOPE CONFIRMATION ONLY - no actual domain research yet, just confirming the research approach and scope!
|
||||
@@ -0,0 +1,229 @@
|
||||
# Domain Research Step 2: Industry Analysis
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ Search the web to verify and supplement your knowledge with current facts
|
||||
- 📋 YOU ARE AN INDUSTRY ANALYST, not content generator
|
||||
- 💬 FOCUS on market size, growth, and industry dynamics
|
||||
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
|
||||
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] continue option after industry analysis content generation
|
||||
- 📝 WRITE INDUSTRY ANALYSIS TO DOCUMENT IMMEDIATELY
|
||||
- 💾 ONLY proceed when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from step-01 are available
|
||||
- **Research topic = "{{research_topic}}"** - established from initial discussion
|
||||
- **Research goals = "{{research_goals}}"** - established from initial discussion
|
||||
- Focus on market size, growth, and industry dynamics
|
||||
- Web search capabilities with source verification are enabled
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct industry analysis focusing on market size, growth, and industry dynamics. Search the web to verify and supplement current facts.
|
||||
|
||||
## INDUSTRY ANALYSIS SEQUENCE:
|
||||
|
||||
### 1. Begin Industry Analysis
|
||||
|
||||
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different industry areas simultaneously and thoroughly.
|
||||
|
||||
Start with industry research approach:
|
||||
"Now I'll conduct **industry analysis** for **{{research_topic}}** to understand market dynamics.
|
||||
|
||||
**Industry Analysis Focus:**
|
||||
|
||||
- Market size and valuation metrics
|
||||
- Growth rates and market dynamics
|
||||
- Market segmentation and structure
|
||||
- Industry trends and evolution patterns
|
||||
- Economic impact and value creation
|
||||
|
||||
**Let me search for current industry insights.**"
|
||||
|
||||
### 2. Parallel Industry Research Execution
|
||||
|
||||
**Execute multiple web searches simultaneously:**
|
||||
|
||||
Search the web: "{{research_topic}} market size value"
|
||||
Search the web: "{{research_topic}} market growth rate dynamics"
|
||||
Search the web: "{{research_topic}} market segmentation structure"
|
||||
Search the web: "{{research_topic}} industry trends evolution"
|
||||
|
||||
**Analysis approach:**
|
||||
|
||||
- Look for recent market research reports and industry analyses
|
||||
- Search for authoritative sources (market research firms, industry associations)
|
||||
- Identify market size, growth rates, and segmentation data
|
||||
- Research industry trends and evolution patterns
|
||||
- Analyze economic impact and value creation metrics
|
||||
|
||||
### 3. Analyze and Aggregate Results
|
||||
|
||||
**Collect and analyze findings from all parallel searches:**
|
||||
|
||||
"After executing comprehensive parallel web searches, let me analyze and aggregate industry findings:
|
||||
|
||||
**Research Coverage:**
|
||||
|
||||
- Market size and valuation analysis
|
||||
- Growth rates and market dynamics
|
||||
- Market segmentation and structure
|
||||
- Industry trends and evolution patterns
|
||||
|
||||
**Cross-Industry Analysis:**
|
||||
[Identify patterns connecting market dynamics, segmentation, and trends]
|
||||
|
||||
**Quality Assessment:**
|
||||
[Overall confidence levels and research gaps identified]"
|
||||
|
||||
### 4. Generate Industry Analysis Content
|
||||
|
||||
**WRITE IMMEDIATELY TO DOCUMENT**
|
||||
|
||||
Prepare industry analysis with web search citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Industry Analysis
|
||||
|
||||
### Market Size and Valuation
|
||||
|
||||
[Market size analysis with source citations]
|
||||
_Total Market Size: [Current market valuation]_
|
||||
_Growth Rate: [CAGR and market growth projections]_
|
||||
_Market Segments: [Size and value of key market segments]_
|
||||
_Economic Impact: [Economic contribution and value creation]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Market Dynamics and Growth
|
||||
|
||||
[Market dynamics analysis with source citations]
|
||||
_Growth Drivers: [Key factors driving market growth]_
|
||||
_Growth Barriers: [Factors limiting market expansion]_
|
||||
_Cyclical Patterns: [Industry seasonality and cycles]_
|
||||
_Market Maturity: [Life cycle stage and development phase]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Market Structure and Segmentation
|
||||
|
||||
[Market structure analysis with source citations]
|
||||
_Primary Segments: [Key market segments and their characteristics]_
|
||||
_Sub-segment Analysis: [Detailed breakdown of market sub-segments]_
|
||||
_Geographic Distribution: [Regional market variations and concentrations]_
|
||||
_Vertical Integration: [Supply chain and value chain structure]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Industry Trends and Evolution
|
||||
|
||||
[Industry trends analysis with source citations]
|
||||
_Emerging Trends: [Current industry developments and transformations]_
|
||||
_Historical Evolution: [Industry development over recent years]_
|
||||
_Technology Integration: [How technology is changing the industry]_
|
||||
_Future Outlook: [Projected industry developments and changes]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Competitive Dynamics
|
||||
|
||||
[Competitive dynamics analysis with source citations]
|
||||
_Market Concentration: [Level of market consolidation and competition]_
|
||||
_Competitive Intensity: [Degree of competition and rivalry]_
|
||||
_Barriers to Entry: [Obstacles for new market entrants]_
|
||||
_Innovation Pressure: [Rate of innovation and change]_
|
||||
_Source: [URL]_
|
||||
```
|
||||
|
||||
### 5. Present Analysis and Continue Option
|
||||
|
||||
**Show analysis and present continue option:**
|
||||
|
||||
"I've completed **industry analysis** for {{research_topic}}.
|
||||
|
||||
**Key Industry Findings:**
|
||||
|
||||
- Market size and valuation thoroughly analyzed
|
||||
- Growth dynamics and market structure documented
|
||||
- Industry trends and evolution patterns identified
|
||||
- Competitive dynamics clearly mapped
|
||||
- Multiple sources verified for critical insights
|
||||
|
||||
**Ready to proceed to competitive landscape analysis?**
|
||||
[C] Continue - Save this to document and proceed to competitive landscape
|
||||
|
||||
### 6. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- **CONTENT ALREADY WRITTEN TO DOCUMENT**
|
||||
- Update frontmatter: `stepsCompleted: [1, 2]`
|
||||
- Load: `./step-03-competitive-landscape.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
Content is already written to document when generated in step 4. No additional append needed.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Market size and valuation thoroughly analyzed
|
||||
✅ Growth dynamics and market structure documented
|
||||
✅ Industry trends and evolution patterns identified
|
||||
✅ Competitive dynamics clearly mapped
|
||||
✅ Multiple sources verified for critical insights
|
||||
✅ Content written immediately to document
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Proper routing to next step (competitive landscape)
|
||||
✅ Research goals alignment maintained
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Relying on training data instead of web search for current facts
|
||||
❌ Missing critical market size or growth data
|
||||
❌ Incomplete market structure analysis
|
||||
❌ Not identifying key industry trends
|
||||
❌ Not writing content immediately to document
|
||||
❌ Not presenting [C] continue option after content generation
|
||||
❌ Not routing to competitive landscape step
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## INDUSTRY RESEARCH PROTOCOLS:
|
||||
|
||||
- Research market research reports and industry analyses
|
||||
- Use authoritative sources (market research firms, industry associations)
|
||||
- Analyze market size, growth rates, and segmentation data
|
||||
- Study industry trends and evolution patterns
|
||||
- Search the web to verify facts
|
||||
- Present conflicting information when sources disagree
|
||||
- Apply confidence levels appropriately
|
||||
|
||||
## INDUSTRY ANALYSIS STANDARDS:
|
||||
|
||||
- Always cite URLs for web search results
|
||||
- Use authoritative industry research sources
|
||||
- Note data currency and potential limitations
|
||||
- Present multiple perspectives when sources conflict
|
||||
- Apply confidence levels to uncertain data
|
||||
- Focus on actionable industry insights
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user selects 'C', load `./step-03-competitive-landscape.md` to analyze competitive landscape, key players, and ecosystem analysis for {{research_topic}}.
|
||||
|
||||
Remember: Always write research content to document immediately and search the web to verify facts!
|
||||
@@ -0,0 +1,238 @@
|
||||
# Domain Research Step 3: Competitive Landscape
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ Search the web to verify and supplement your knowledge with current facts
|
||||
- 📋 YOU ARE A COMPETITIVE ANALYST, not content generator
|
||||
- 💬 FOCUS on key players, market share, and competitive dynamics
|
||||
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
|
||||
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] continue option after competitive analysis content generation
|
||||
- 📝 WRITE COMPETITIVE ANALYSIS TO DOCUMENT IMMEDIATELY
|
||||
- 💾 ONLY proceed when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- **Research topic = "{{research_topic}}"** - established from initial discussion
|
||||
- **Research goals = "{{research_goals}}"** - established from initial discussion
|
||||
- Focus on key players, market share, and competitive dynamics
|
||||
- Web search capabilities with source verification are enabled
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct competitive landscape analysis focusing on key players, market share, and competitive dynamics. Search the web to verify and supplement current facts.
|
||||
|
||||
## COMPETITIVE LANDSCAPE ANALYSIS SEQUENCE:
|
||||
|
||||
### 1. Begin Competitive Landscape Analysis
|
||||
|
||||
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different competitive areas simultaneously and thoroughly.
|
||||
|
||||
Start with competitive research approach:
|
||||
"Now I'll conduct **competitive landscape analysis** for **{{research_topic}}** to understand the competitive ecosystem.
|
||||
|
||||
**Competitive Landscape Focus:**
|
||||
|
||||
- Key players and market leaders
|
||||
- Market share and competitive positioning
|
||||
- Competitive strategies and differentiation
|
||||
- Business models and value propositions
|
||||
- Entry barriers and competitive dynamics
|
||||
|
||||
**Let me search for current competitive insights.**"
|
||||
|
||||
### 2. Parallel Competitive Research Execution
|
||||
|
||||
**Execute multiple web searches simultaneously:**
|
||||
|
||||
Search the web: "{{research_topic}} key players market leaders"
|
||||
Search the web: "{{research_topic}} market share competitive landscape"
|
||||
Search the web: "{{research_topic}} competitive strategies differentiation"
|
||||
Search the web: "{{research_topic}} entry barriers competitive dynamics"
|
||||
|
||||
**Analysis approach:**
|
||||
|
||||
- Look for recent competitive intelligence reports and market analyses
|
||||
- Search for company websites, annual reports, and investor presentations
|
||||
- Research market share data and competitive positioning
|
||||
- Analyze competitive strategies and differentiation approaches
|
||||
- Study entry barriers and competitive dynamics
|
||||
|
||||
### 3. Analyze and Aggregate Results
|
||||
|
||||
**Collect and analyze findings from all parallel searches:**
|
||||
|
||||
"After executing comprehensive parallel web searches, let me analyze and aggregate competitive findings:
|
||||
|
||||
**Research Coverage:**
|
||||
|
||||
- Key players and market leaders analysis
|
||||
- Market share and competitive positioning assessment
|
||||
- Competitive strategies and differentiation mapping
|
||||
- Entry barriers and competitive dynamics evaluation
|
||||
|
||||
**Cross-Competitive Analysis:**
|
||||
[Identify patterns connecting players, strategies, and market dynamics]
|
||||
|
||||
**Quality Assessment:**
|
||||
[Overall confidence levels and research gaps identified]"
|
||||
|
||||
### 4. Generate Competitive Landscape Content
|
||||
|
||||
**WRITE IMMEDIATELY TO DOCUMENT**
|
||||
|
||||
Prepare competitive landscape analysis with web search citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Competitive Landscape
|
||||
|
||||
### Key Players and Market Leaders
|
||||
|
||||
[Key players analysis with source citations]
|
||||
_Market Leaders: [Dominant players and their market positions]_
|
||||
_Major Competitors: [Significant competitors and their specialties]_
|
||||
_Emerging Players: [New entrants and innovative companies]_
|
||||
_Global vs Regional: [Geographic distribution of key players]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Market Share and Competitive Positioning
|
||||
|
||||
[Market share analysis with source citations]
|
||||
_Market Share Distribution: [Current market share breakdown]_
|
||||
_Competitive Positioning: [How players position themselves in the market]_
|
||||
_Value Proposition Mapping: [Different value propositions across players]_
|
||||
_Customer Segments Served: [Different customer bases by competitor]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Competitive Strategies and Differentiation
|
||||
|
||||
[Competitive strategies analysis with source citations]
|
||||
_Cost Leadership Strategies: [Players competing on price and efficiency]_
|
||||
_Differentiation Strategies: [Players competing on unique value]_
|
||||
_Focus/Niche Strategies: [Players targeting specific segments]_
|
||||
_Innovation Approaches: [How different players innovate]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Business Models and Value Propositions
|
||||
|
||||
[Business models analysis with source citations]
|
||||
_Primary Business Models: [How competitors make money]_
|
||||
_Revenue Streams: [Different approaches to monetization]_
|
||||
_Value Chain Integration: [Vertical integration vs partnership models]_
|
||||
_Customer Relationship Models: [How competitors build customer loyalty]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Competitive Dynamics and Entry Barriers
|
||||
|
||||
[Competitive dynamics analysis with source citations]
|
||||
_Barriers to Entry: [Obstacles facing new market entrants]_
|
||||
_Competitive Intensity: [Level of rivalry and competitive pressure]_
|
||||
_Market Consolidation Trends: [M&A activity and market concentration]_
|
||||
_Switching Costs: [Costs for customers to switch between providers]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Ecosystem and Partnership Analysis
|
||||
|
||||
[Ecosystem analysis with source citations]
|
||||
_Supplier Relationships: [Key supplier partnerships and dependencies]_
|
||||
_Distribution Channels: [How competitors reach customers]_
|
||||
_Technology Partnerships: [Strategic technology alliances]_
|
||||
_Ecosystem Control: [Who controls key parts of the value chain]_
|
||||
_Source: [URL]_
|
||||
```
|
||||
|
||||
### 5. Present Analysis and Continue Option
|
||||
|
||||
**Show analysis and present continue option:**
|
||||
|
||||
"I've completed **competitive landscape analysis** for {{research_topic}}.
|
||||
|
||||
**Key Competitive Findings:**
|
||||
|
||||
- Key players and market leaders thoroughly identified
|
||||
- Market share and competitive positioning clearly mapped
|
||||
- Competitive strategies and differentiation analyzed
|
||||
- Business models and value propositions documented
|
||||
- Competitive dynamics and entry barriers evaluated
|
||||
|
||||
**Ready to proceed to regulatory focus analysis?**
|
||||
[C] Continue - Save this to document and proceed to regulatory focus
|
||||
|
||||
### 6. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- **CONTENT ALREADY WRITTEN TO DOCUMENT**
|
||||
- Update frontmatter: `stepsCompleted: [1, 2, 3]`
|
||||
- Load: `./step-04-regulatory-focus.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
Content is already written to document when generated in step 4. No additional append needed.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Key players and market leaders thoroughly identified
|
||||
✅ Market share and competitive positioning clearly mapped
|
||||
✅ Competitive strategies and differentiation analyzed
|
||||
✅ Business models and value propositions documented
|
||||
✅ Competitive dynamics and entry barriers evaluated
|
||||
✅ Content written immediately to document
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Proper routing to next step (regulatory focus)
|
||||
✅ Research goals alignment maintained
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Relying on training data instead of web search for current facts
|
||||
❌ Missing critical key players or market leaders
|
||||
❌ Incomplete market share or positioning analysis
|
||||
❌ Not identifying competitive strategies
|
||||
❌ Not writing content immediately to document
|
||||
❌ Not presenting [C] continue option after content generation
|
||||
❌ Not routing to regulatory focus step
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## COMPETITIVE RESEARCH PROTOCOLS:
|
||||
|
||||
- Research competitive intelligence reports and market analyses
|
||||
- Use company websites, annual reports, and investor presentations
|
||||
- Analyze market share data and competitive positioning
|
||||
- Study competitive strategies and differentiation approaches
|
||||
- Search the web to verify facts
|
||||
- Present conflicting information when sources disagree
|
||||
- Apply confidence levels appropriately
|
||||
|
||||
## COMPETITIVE ANALYSIS STANDARDS:
|
||||
|
||||
- Always cite URLs for web search results
|
||||
- Use authoritative competitive intelligence sources
|
||||
- Note data currency and potential limitations
|
||||
- Present multiple perspectives when sources conflict
|
||||
- Apply confidence levels to uncertain data
|
||||
- Focus on actionable competitive insights
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user selects 'C', load `./step-04-regulatory-focus.md` to analyze regulatory requirements, compliance frameworks, and legal considerations for {{research_topic}}.
|
||||
|
||||
Remember: Always write research content to document immediately and search the web to verify facts!
|
||||
@@ -0,0 +1,206 @@
|
||||
# Domain Research Step 4: Regulatory Focus
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ Search the web to verify and supplement your knowledge with current facts
|
||||
- 📋 YOU ARE A REGULATORY ANALYST, not content generator
|
||||
- 💬 FOCUS on compliance requirements and regulatory landscape
|
||||
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
|
||||
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] continue option after regulatory content generation
|
||||
- 📝 WRITE REGULATORY ANALYSIS TO DOCUMENT IMMEDIATELY
|
||||
- 💾 ONLY save when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- **Research topic = "{{research_topic}}"** - established from initial discussion
|
||||
- **Research goals = "{{research_goals}}"** - established from initial discussion
|
||||
- Focus on regulatory and compliance requirements for the domain
|
||||
- Web search capabilities with source verification are enabled
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct focused regulatory and compliance analysis with emphasis on requirements that impact {{research_topic}}. Search the web to verify and supplement current facts.
|
||||
|
||||
## REGULATORY FOCUS SEQUENCE:
|
||||
|
||||
### 1. Begin Regulatory Analysis
|
||||
|
||||
Start with regulatory research approach:
|
||||
"Now I'll focus on **regulatory and compliance requirements** that impact **{{research_topic}}**.
|
||||
|
||||
**Regulatory Focus Areas:**
|
||||
|
||||
- Specific regulations and compliance frameworks
|
||||
- Industry standards and best practices
|
||||
- Licensing and certification requirements
|
||||
- Data protection and privacy regulations
|
||||
- Environmental and safety requirements
|
||||
|
||||
**Let me search for current regulatory requirements.**"
|
||||
|
||||
### 2. Web Search for Specific Regulations
|
||||
|
||||
Search for current regulatory information:
|
||||
Search the web: "{{research_topic}} regulations compliance requirements"
|
||||
|
||||
**Regulatory focus:**
|
||||
|
||||
- Specific regulations applicable to the domain
|
||||
- Compliance frameworks and standards
|
||||
- Recent regulatory changes or updates
|
||||
- Enforcement agencies and oversight bodies
|
||||
|
||||
### 3. Web Search for Industry Standards
|
||||
|
||||
Search for current industry standards:
|
||||
Search the web: "{{research_topic}} standards best practices"
|
||||
|
||||
**Standards focus:**
|
||||
|
||||
- Industry-specific technical standards
|
||||
- Best practices and guidelines
|
||||
- Certification requirements
|
||||
- Quality assurance frameworks
|
||||
|
||||
### 4. Web Search for Data Privacy Requirements
|
||||
|
||||
Search for current privacy regulations:
|
||||
Search the web: "data privacy regulations {{research_topic}}"
|
||||
|
||||
**Privacy focus:**
|
||||
|
||||
- GDPR, CCPA, and other data protection laws
|
||||
- Industry-specific privacy requirements
|
||||
- Data governance and security standards
|
||||
- User consent and data handling requirements
|
||||
|
||||
### 5. Generate Regulatory Analysis Content
|
||||
|
||||
Prepare regulatory content with source citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Regulatory Requirements
|
||||
|
||||
### Applicable Regulations
|
||||
|
||||
[Specific regulations analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Industry Standards and Best Practices
|
||||
|
||||
[Industry standards analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Compliance Frameworks
|
||||
|
||||
[Compliance frameworks analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Data Protection and Privacy
|
||||
|
||||
[Privacy requirements analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Licensing and Certification
|
||||
|
||||
[Licensing requirements analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Implementation Considerations
|
||||
|
||||
[Practical implementation considerations with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Risk Assessment
|
||||
|
||||
[Regulatory and compliance risk assessment]
|
||||
```
|
||||
|
||||
### 6. Present Analysis and Continue Option
|
||||
|
||||
Show the generated regulatory analysis and present continue option:
|
||||
"I've completed **regulatory requirements analysis** for {{research_topic}}.
|
||||
|
||||
**Key Regulatory Findings:**
|
||||
|
||||
- Specific regulations and frameworks identified
|
||||
- Industry standards and best practices mapped
|
||||
- Compliance requirements clearly documented
|
||||
- Implementation considerations provided
|
||||
- Risk assessment completed
|
||||
|
||||
**Ready to proceed to technical trends?**
|
||||
[C] Continue - Save this to the document and move to technical trends
|
||||
|
||||
### 7. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- **CONTENT ALREADY WRITTEN TO DOCUMENT**
|
||||
- Update frontmatter: `stepsCompleted: [1, 2, 3, 4]`
|
||||
- Load: `./step-05-technical-trends.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
Content is already written to document when generated in step 5. No additional append needed.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Applicable regulations identified with current citations
|
||||
✅ Industry standards and best practices documented
|
||||
✅ Compliance frameworks clearly mapped
|
||||
✅ Data protection requirements analyzed
|
||||
✅ Implementation considerations provided
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Content properly appended to document when C selected
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Relying on training data instead of web search for current facts
|
||||
❌ Missing critical regulatory requirements for the domain
|
||||
❌ Not providing implementation considerations for compliance
|
||||
❌ Not completing risk assessment for regulatory compliance
|
||||
❌ Not presenting [C] continue option after content generation
|
||||
❌ Appending content without user selecting 'C'
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## REGULATORY RESEARCH PROTOCOLS:
|
||||
|
||||
- Search for specific regulations by name and number
|
||||
- Identify regulatory bodies and enforcement agencies
|
||||
- Research recent regulatory changes and updates
|
||||
- Map industry standards to regulatory requirements
|
||||
- Consider regional and jurisdictional differences
|
||||
|
||||
## SOURCE VERIFICATION:
|
||||
|
||||
- Always cite regulatory agency websites
|
||||
- Use official government and industry association sources
|
||||
- Note effective dates and implementation timelines
|
||||
- Present compliance requirement levels and obligations
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user selects 'C' and content is saved to document, load `./step-05-technical-trends.md` to analyze technical trends and innovations in the domain.
|
||||
|
||||
Remember: Search the web to verify regulatory facts and provide practical implementation considerations!
|
||||
@@ -0,0 +1,234 @@
|
||||
# Domain Research Step 5: Technical Trends
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ Search the web to verify and supplement your knowledge with current facts
|
||||
- 📋 YOU ARE A TECHNOLOGY ANALYST, not content generator
|
||||
- 💬 FOCUS on emerging technologies and innovation patterns
|
||||
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
|
||||
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] continue option after technical trends content generation
|
||||
- 📝 WRITE TECHNICAL TRENDS ANALYSIS TO DOCUMENT IMMEDIATELY
|
||||
- 💾 ONLY proceed when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4, 5]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- **Research topic = "{{research_topic}}"** - established from initial discussion
|
||||
- **Research goals = "{{research_goals}}"** - established from initial discussion
|
||||
- Focus on emerging technologies and innovation patterns in the domain
|
||||
- Web search capabilities with source verification are enabled
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct comprehensive technical trends analysis using current web data with emphasis on innovations and emerging technologies impacting {{research_topic}}.
|
||||
|
||||
## TECHNICAL TRENDS SEQUENCE:
|
||||
|
||||
### 1. Begin Technical Trends Analysis
|
||||
|
||||
Start with technology research approach:
|
||||
"Now I'll conduct **technical trends and emerging technologies** analysis for **{{research_topic}}** using current data.
|
||||
|
||||
**Technical Trends Focus:**
|
||||
|
||||
- Emerging technologies and innovations
|
||||
- Digital transformation impacts
|
||||
- Automation and efficiency improvements
|
||||
- New business models enabled by technology
|
||||
- Future technology projections and roadmaps
|
||||
|
||||
**Let me search for current technology developments.**"
|
||||
|
||||
### 2. Web Search for Emerging Technologies
|
||||
|
||||
Search for current technology information:
|
||||
Search the web: "{{research_topic}} emerging technologies innovations"
|
||||
|
||||
**Technology focus:**
|
||||
|
||||
- AI, machine learning, and automation impacts
|
||||
- Digital transformation trends
|
||||
- New technologies disrupting the industry
|
||||
- Innovation patterns and breakthrough developments
|
||||
|
||||
### 3. Web Search for Digital Transformation
|
||||
|
||||
Search for current transformation trends:
|
||||
Search the web: "{{research_topic}} digital transformation trends"
|
||||
|
||||
**Transformation focus:**
|
||||
|
||||
- Digital adoption trends and rates
|
||||
- Business model evolution
|
||||
- Customer experience innovations
|
||||
- Operational efficiency improvements
|
||||
|
||||
### 4. Web Search for Future Outlook
|
||||
|
||||
Search for future projections:
|
||||
Search the web: "{{research_topic}} future outlook trends"
|
||||
|
||||
**Future focus:**
|
||||
|
||||
- Technology roadmaps and projections
|
||||
- Market evolution predictions
|
||||
- Innovation pipelines and R&D trends
|
||||
- Long-term industry transformation
|
||||
|
||||
### 5. Generate Technical Trends Content
|
||||
|
||||
**WRITE IMMEDIATELY TO DOCUMENT**
|
||||
|
||||
Prepare technical analysis with source citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Technical Trends and Innovation
|
||||
|
||||
### Emerging Technologies
|
||||
|
||||
[Emerging technologies analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Digital Transformation
|
||||
|
||||
[Digital transformation analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Innovation Patterns
|
||||
|
||||
[Innovation patterns analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Future Outlook
|
||||
|
||||
[Future outlook and projections with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Implementation Opportunities
|
||||
|
||||
[Implementation opportunity analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Challenges and Risks
|
||||
|
||||
[Challenges and risks assessment with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
## Recommendations
|
||||
|
||||
### Technology Adoption Strategy
|
||||
|
||||
[Technology adoption recommendations]
|
||||
|
||||
### Innovation Roadmap
|
||||
|
||||
[Innovation roadmap suggestions]
|
||||
|
||||
### Risk Mitigation
|
||||
|
||||
[Risk mitigation strategies]
|
||||
```
|
||||
|
||||
### 6. Present Analysis and Complete Option
|
||||
|
||||
Show the generated technical analysis and present complete option:
|
||||
"I've completed **technical trends and innovation analysis** for {{research_topic}}.
|
||||
|
||||
**Technical Highlights:**
|
||||
|
||||
- Emerging technologies and innovations identified
|
||||
- Digital transformation trends mapped
|
||||
- Future outlook and projections analyzed
|
||||
- Implementation opportunities and challenges documented
|
||||
- Practical recommendations provided
|
||||
|
||||
**Technical Trends Research Completed:**
|
||||
|
||||
- Emerging technologies and innovations identified
|
||||
- Digital transformation trends mapped
|
||||
- Future outlook and projections analyzed
|
||||
- Implementation opportunities and challenges documented
|
||||
|
||||
**Ready to proceed to research synthesis and recommendations?**
|
||||
[C] Continue - Save this to document and proceed to synthesis
|
||||
|
||||
### 7. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- **CONTENT ALREADY WRITTEN TO DOCUMENT**
|
||||
- Update frontmatter: `stepsCompleted: [1, 2, 3, 4, 5]`
|
||||
- Load: `./step-06-research-synthesis.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
Content is already written to document when generated in step 5. No additional append needed.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Emerging technologies identified with current data
|
||||
✅ Digital transformation trends clearly documented
|
||||
✅ Future outlook and projections analyzed
|
||||
✅ Implementation opportunities and challenges mapped
|
||||
✅ Strategic recommendations provided
|
||||
✅ Content written immediately to document
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Proper routing to next step (research synthesis)
|
||||
✅ Research goals alignment maintained
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Relying solely on training data without web verification for current facts
|
||||
❌ Missing critical emerging technologies in the domain
|
||||
❌ Not providing practical implementation recommendations
|
||||
❌ Not completing strategic recommendations
|
||||
❌ Not presenting completion option for research workflow
|
||||
❌ Appending content without user selecting 'C'
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## TECHNICAL RESEARCH PROTOCOLS:
|
||||
|
||||
- Search for cutting-edge technologies and innovations
|
||||
- Identify disruption patterns and game-changers
|
||||
- Research technology adoption timelines and barriers
|
||||
- Consider regional technology variations
|
||||
- Analyze competitive technological advantages
|
||||
|
||||
## RESEARCH WORKFLOW COMPLETION:
|
||||
|
||||
When 'C' is selected:
|
||||
|
||||
- All domain research steps completed
|
||||
- Comprehensive research document generated
|
||||
- All sections appended with source citations
|
||||
- Research workflow status updated
|
||||
- Final recommendations provided to user
|
||||
|
||||
## NEXT STEPS:
|
||||
|
||||
Research workflow complete. User may:
|
||||
|
||||
- Use the domain research to inform other workflows (PRD, architecture, etc.)
|
||||
- Conduct additional research on specific topics if needed
|
||||
- Move forward with product development based on research insights
|
||||
|
||||
Congratulations on completing comprehensive domain research! 🎉
|
||||
@@ -0,0 +1,443 @@
|
||||
# Domain Research Step 6: Research Synthesis and Completion
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ Search the web to verify and supplement your knowledge with current facts
|
||||
- 📋 YOU ARE A DOMAIN RESEARCH STRATEGIST, not content generator
|
||||
- 💬 FOCUS on comprehensive synthesis and authoritative conclusions
|
||||
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
|
||||
- 📄 PRODUCE COMPREHENSIVE DOCUMENT with narrative intro, TOC, and summary
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] complete option after synthesis content generation
|
||||
- 💾 ONLY save when user chooses C (Complete)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4, 5, 6]` before completing workflow
|
||||
- 🚫 FORBIDDEN to complete workflow until C is selected
|
||||
- 📚 GENERATE COMPLETE DOCUMENT STRUCTURE with intro, TOC, and summary
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- **Research topic = "{{research_topic}}"** - comprehensive domain analysis
|
||||
- **Research goals = "{{research_goals}}"** - achieved through exhaustive research
|
||||
- All domain research sections have been completed (analysis, regulatory, technical)
|
||||
- Web search capabilities with source verification are enabled
|
||||
- This is the final synthesis step producing the complete research document
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Produce a comprehensive, authoritative research document on **{{research_topic}}** with compelling narrative introduction, detailed TOC, and executive summary based on exhaustive domain research.
|
||||
|
||||
## COMPREHENSIVE DOCUMENT SYNTHESIS:
|
||||
|
||||
### 1. Document Structure Planning
|
||||
|
||||
**Complete Research Document Structure:**
|
||||
|
||||
```markdown
|
||||
# [Compelling Title]: Comprehensive {{research_topic}} Research
|
||||
|
||||
## Executive Summary
|
||||
|
||||
[Brief compelling overview of key findings and implications]
|
||||
|
||||
## Table of Contents
|
||||
|
||||
- Research Introduction and Methodology
|
||||
- Industry Overview and Market Dynamics
|
||||
- Technology Trends and Innovation Landscape
|
||||
- Regulatory Framework and Compliance Requirements
|
||||
- Competitive Landscape and Key Players
|
||||
- Strategic Insights and Recommendations
|
||||
- Implementation Considerations and Risk Assessment
|
||||
- Future Outlook and Strategic Opportunities
|
||||
- Research Methodology and Source Documentation
|
||||
- Appendices and Additional Resources
|
||||
```
|
||||
|
||||
### 2. Generate Compelling Narrative Introduction
|
||||
|
||||
**Introduction Requirements:**
|
||||
|
||||
- Hook reader with compelling opening about {{research_topic}}
|
||||
- Establish research significance and timeliness
|
||||
- Outline comprehensive research methodology
|
||||
- Preview key findings and strategic implications
|
||||
- Set professional, authoritative tone
|
||||
|
||||
**Web Search for Introduction Context:**
|
||||
Search the web: "{{research_topic}} significance importance"
|
||||
|
||||
### 3. Synthesize All Research Sections
|
||||
|
||||
**Section-by-Section Integration:**
|
||||
|
||||
- Combine industry analysis from step-02
|
||||
- Integrate regulatory focus from step-03
|
||||
- Incorporate technical trends from step-04
|
||||
- Add cross-sectional insights and connections
|
||||
- Ensure comprehensive coverage with no gaps
|
||||
|
||||
### 4. Generate Complete Document Content
|
||||
|
||||
#### Final Document Structure:
|
||||
|
||||
```markdown
|
||||
# [Compelling Title]: Comprehensive {{research_topic}} Domain Research
|
||||
|
||||
## Executive Summary
|
||||
|
||||
[2-3 paragraph compelling summary of the most critical findings and strategic implications for {{research_topic}} based on comprehensive current research]
|
||||
|
||||
**Key Findings:**
|
||||
|
||||
- [Most significant market dynamics]
|
||||
- [Critical regulatory considerations]
|
||||
- [Important technology trends]
|
||||
- [Strategic implications]
|
||||
|
||||
**Strategic Recommendations:**
|
||||
|
||||
- [Top 3-5 actionable recommendations based on research]
|
||||
|
||||
## Table of Contents
|
||||
|
||||
1. Research Introduction and Methodology
|
||||
2. {{research_topic}} Industry Overview and Market Dynamics
|
||||
3. Technology Landscape and Innovation Trends
|
||||
4. Regulatory Framework and Compliance Requirements
|
||||
5. Competitive Landscape and Ecosystem Analysis
|
||||
6. Strategic Insights and Domain Opportunities
|
||||
7. Implementation Considerations and Risk Assessment
|
||||
8. Future Outlook and Strategic Planning
|
||||
9. Research Methodology and Source Verification
|
||||
10. Appendices and Additional Resources
|
||||
|
||||
## 1. Research Introduction and Methodology
|
||||
|
||||
### Research Significance
|
||||
|
||||
[Compelling narrative about why {{research_topic}} research is critical right now]
|
||||
_Why this research matters now: [Strategic importance with current context]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Research Methodology
|
||||
|
||||
[Comprehensive description of research approach including:]
|
||||
|
||||
- **Research Scope**: [Comprehensive coverage areas]
|
||||
- **Data Sources**: [Authoritative sources and verification approach]
|
||||
- **Analysis Framework**: [Structured analysis methodology]
|
||||
- **Time Period**: [current focus and historical context]
|
||||
- **Geographic Coverage**: [Regional/global scope]
|
||||
|
||||
### Research Goals and Objectives
|
||||
|
||||
**Original Goals:** {{research_goals}}
|
||||
|
||||
**Achieved Objectives:**
|
||||
|
||||
- [Goal 1 achievement with supporting evidence]
|
||||
- [Goal 2 achievement with supporting evidence]
|
||||
- [Additional insights discovered during research]
|
||||
|
||||
## 2. {{research_topic}} Industry Overview and Market Dynamics
|
||||
|
||||
### Market Size and Growth Projections
|
||||
|
||||
[Comprehensive market analysis synthesized from step-02 with current data]
|
||||
_Market Size: [Current market valuation]_
|
||||
_Growth Rate: [CAGR and projections]_
|
||||
_Market Drivers: [Key growth factors]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Industry Structure and Value Chain
|
||||
|
||||
[Complete industry structure analysis]
|
||||
_Value Chain Components: [Detailed breakdown]_
|
||||
_Industry Segments: [Market segmentation analysis]_
|
||||
_Economic Impact: [Industry economic significance]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 3. Technology Landscape and Innovation Trends
|
||||
|
||||
### Current Technology Adoption
|
||||
|
||||
[Technology trends analysis from step-04 with current context]
|
||||
_Emerging Technologies: [Key technologies affecting {{research_topic}}]_
|
||||
_Adoption Patterns: [Technology adoption rates and patterns]_
|
||||
_Innovation Drivers: [Factors driving technology change]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Digital Transformation Impact
|
||||
|
||||
[Comprehensive analysis of technology's impact on {{research_topic}}]
|
||||
_Transformation Trends: [Major digital transformation patterns]_
|
||||
_Disruption Opportunities: [Technology-driven opportunities]_
|
||||
_Future Technology Outlook: [Emerging technologies and timelines]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 4. Regulatory Framework and Compliance Requirements
|
||||
|
||||
### Current Regulatory Landscape
|
||||
|
||||
[Regulatory analysis from step-03 with current updates]
|
||||
_Key Regulations: [Critical regulatory requirements]_
|
||||
_Compliance Standards: [Industry standards and best practices]_
|
||||
_Recent Changes: [current regulatory updates and implications]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Risk and Compliance Considerations
|
||||
|
||||
[Comprehensive risk assessment]
|
||||
_Compliance Risks: [Major regulatory and compliance risks]_
|
||||
_Risk Mitigation Strategies: [Approaches to manage regulatory risks]_
|
||||
_Future Regulatory Trends: [Anticipated regulatory developments]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 5. Competitive Landscape and Ecosystem Analysis
|
||||
|
||||
### Market Positioning and Key Players
|
||||
|
||||
[Competitive analysis with current market positioning]
|
||||
_Market Leaders: [Dominant players and strategies]_
|
||||
_Emerging Competitors: [New entrants and innovative approaches]_
|
||||
_Competitive Dynamics: [Market competition patterns and trends]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Ecosystem and Partnership Landscape
|
||||
|
||||
[Complete ecosystem analysis]
|
||||
_Ecosystem Players: [Key stakeholders and relationships]_
|
||||
_Partnership Opportunities: [Strategic collaboration potential]_
|
||||
_Supply Chain Dynamics: [Supply chain structure and risks]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 6. Strategic Insights and Domain Opportunities
|
||||
|
||||
### Cross-Domain Synthesis
|
||||
|
||||
[Strategic insights from integrating all research sections]
|
||||
_Market-Technology Convergence: [How technology and market forces interact]_
|
||||
_Regulatory-Strategic Alignment: [How regulatory environment shapes strategy]_
|
||||
_Competitive Positioning Opportunities: [Strategic advantages based on research]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Strategic Opportunities
|
||||
|
||||
[High-value opportunities identified through comprehensive research]
|
||||
_Market Opportunities: [Specific market entry or expansion opportunities]_
|
||||
_Technology Opportunities: [Technology adoption or innovation opportunities]_
|
||||
_Partnership Opportunities: [Strategic collaboration and partnership potential]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 7. Implementation Considerations and Risk Assessment
|
||||
|
||||
### Implementation Framework
|
||||
|
||||
[Practical implementation guidance based on research findings]
|
||||
_Implementation Timeline: [Recommended phased approach]_
|
||||
_Resource Requirements: [Key resources and capabilities needed]_
|
||||
_Success Factors: [Critical success factors for implementation]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Risk Management and Mitigation
|
||||
|
||||
[Comprehensive risk assessment and mitigation strategies]
|
||||
_Implementation Risks: [Major risks and mitigation approaches]_
|
||||
_Market Risks: [Market-related risks and contingency plans]_
|
||||
_Technology Risks: [Technology adoption and implementation risks]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 8. Future Outlook and Strategic Planning
|
||||
|
||||
### Future Trends and Projections
|
||||
|
||||
[Forward-looking analysis based on comprehensive research]
|
||||
_Near-term Outlook: [1-2 year projections and implications]_
|
||||
_Medium-term Trends: [3-5 year expected developments]_
|
||||
_Long-term Vision: [5+ year strategic outlook for {{research_topic}}]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Strategic Recommendations
|
||||
|
||||
[Comprehensive strategic recommendations]
|
||||
_Immediate Actions: [Priority actions for next 6 months]_
|
||||
_Strategic Initiatives: [Key strategic initiatives for 1-2 years]_
|
||||
_Long-term Strategy: [Strategic positioning for 3+ years]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 9. Research Methodology and Source Verification
|
||||
|
||||
### Comprehensive Source Documentation
|
||||
|
||||
[Complete documentation of all research sources]
|
||||
_Primary Sources: [Key authoritative sources used]_
|
||||
_Secondary Sources: [Supporting research and analysis]_
|
||||
_Web Search Queries: [Complete list of search queries used]_
|
||||
|
||||
### Research Quality Assurance
|
||||
|
||||
[Quality assurance and validation approach]
|
||||
_Source Verification: [All factual claims verified with multiple sources]_
|
||||
_Confidence Levels: [Confidence assessments for uncertain data]_
|
||||
_Limitations: [Research limitations and areas for further investigation]_
|
||||
_Methodology Transparency: [Complete transparency about research approach]_
|
||||
|
||||
## 10. Appendices and Additional Resources
|
||||
|
||||
### Detailed Data Tables
|
||||
|
||||
[Comprehensive data tables supporting research findings]
|
||||
_Market Data Tables: [Detailed market size, growth, and segmentation data]_
|
||||
_Technology Adoption Data: [Detailed technology adoption and trend data]_
|
||||
_Regulatory Reference Tables: [Complete regulatory requirements and compliance data]_
|
||||
|
||||
### Additional Resources
|
||||
|
||||
[Valuable resources for continued research and implementation]
|
||||
_Industry Associations: [Key industry organizations and resources]_
|
||||
_Research Organizations: [Authoritative research institutions and reports]_
|
||||
_Government Resources: [Regulatory agencies and official resources]_
|
||||
_Professional Networks: [Industry communities and knowledge sources]_
|
||||
|
||||
---
|
||||
|
||||
## Research Conclusion
|
||||
|
||||
### Summary of Key Findings
|
||||
|
||||
[Comprehensive summary of the most important research findings]
|
||||
|
||||
### Strategic Impact Assessment
|
||||
|
||||
[Assessment of strategic implications for {{research_topic}}]
|
||||
|
||||
### Next Steps Recommendations
|
||||
|
||||
[Specific next steps for leveraging this research]
|
||||
|
||||
---
|
||||
|
||||
**Research Completion Date:** {{date}}
|
||||
**Research Period:** Comprehensive analysis
|
||||
**Document Length:** As needed for comprehensive coverage
|
||||
**Source Verification:** All facts cited with sources
|
||||
**Confidence Level:** High - based on multiple authoritative sources
|
||||
|
||||
_This comprehensive research document serves as an authoritative reference on {{research_topic}} and provides strategic insights for informed decision-making._
|
||||
```
|
||||
|
||||
### 5. Present Complete Document and Final Option
|
||||
|
||||
**Document Completion Presentation:**
|
||||
|
||||
"I've completed the **comprehensive research document synthesis** for **{{research_topic}}**, producing an authoritative research document with:
|
||||
|
||||
**Document Features:**
|
||||
|
||||
- **Compelling Narrative Introduction**: Engaging opening that establishes research significance
|
||||
- **Comprehensive Table of Contents**: Complete navigation structure for easy reference
|
||||
- **Exhaustive Research Coverage**: All aspects of {{research_topic}} thoroughly analyzed
|
||||
- **Executive Summary**: Key findings and strategic implications highlighted
|
||||
- **Strategic Recommendations**: Actionable insights based on comprehensive research
|
||||
- **Complete Source Citations**: Every factual claim verified with sources
|
||||
|
||||
**Research Completeness:**
|
||||
|
||||
- Industry analysis and market dynamics fully documented
|
||||
- Technology trends and innovation landscape comprehensively covered
|
||||
- Regulatory framework and compliance requirements detailed
|
||||
- Competitive landscape and ecosystem analysis complete
|
||||
- Strategic insights and implementation guidance provided
|
||||
|
||||
**Document Standards Met:**
|
||||
|
||||
- Exhaustive research with no critical gaps
|
||||
- Professional structure and compelling narrative
|
||||
- As long as needed for comprehensive coverage
|
||||
- Multiple independent sources for all claims
|
||||
- Proper citations throughout
|
||||
|
||||
**Ready to complete this comprehensive research document?**
|
||||
[C] Complete Research - Save final comprehensive document
|
||||
|
||||
### 6. Handle Final Completion
|
||||
|
||||
#### If 'C' (Complete Research):
|
||||
|
||||
- Append the complete document to the research file
|
||||
- Update frontmatter: `stepsCompleted: [1, 2, 3, 4, 5]`
|
||||
- Complete the domain research workflow
|
||||
- Provide final document delivery confirmation
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the complete comprehensive research document using the full structure above.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Compelling narrative introduction with research significance
|
||||
✅ Comprehensive table of contents with complete document structure
|
||||
✅ Exhaustive research coverage across all domain aspects
|
||||
✅ Executive summary with key findings and strategic implications
|
||||
✅ Strategic recommendations grounded in comprehensive research
|
||||
✅ Complete source verification with citations
|
||||
✅ Professional document structure and compelling narrative
|
||||
✅ [C] complete option presented and handled correctly
|
||||
✅ Domain research workflow completed with comprehensive document
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Not producing compelling narrative introduction
|
||||
❌ Missing comprehensive table of contents
|
||||
❌ Incomplete research coverage across domain aspects
|
||||
❌ Not providing executive summary with key findings
|
||||
❌ Missing strategic recommendations based on research
|
||||
❌ Relying solely on training data without web verification for current facts
|
||||
❌ Producing document without professional structure
|
||||
❌ Not presenting completion option for final document
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## COMPREHENSIVE DOCUMENT STANDARDS:
|
||||
|
||||
This step ensures the final research document:
|
||||
|
||||
- Serves as an authoritative reference on {{research_topic}}
|
||||
- Provides compelling narrative and professional structure
|
||||
- Includes comprehensive coverage with no gaps
|
||||
- Maintains rigorous source verification standards
|
||||
- Delivers strategic insights and actionable recommendations
|
||||
- Meets professional research document quality standards
|
||||
|
||||
## DOMAIN RESEARCH WORKFLOW COMPLETION:
|
||||
|
||||
When 'C' is selected:
|
||||
|
||||
- All domain research steps completed (1-5)
|
||||
- Comprehensive domain research document generated
|
||||
- Professional document structure with intro, TOC, and summary
|
||||
- All sections appended with source citations
|
||||
- Domain research workflow status updated to complete
|
||||
- Final comprehensive research document delivered to user
|
||||
|
||||
## FINAL DELIVERABLE:
|
||||
|
||||
Complete authoritative research document on {{research_topic}} that:
|
||||
|
||||
- Establishes professional credibility through comprehensive research
|
||||
- Provides strategic insights for informed decision-making
|
||||
- Serves as reference document for continued use
|
||||
- Maintains highest research quality standards
|
||||
|
||||
Congratulations on completing comprehensive domain research! 🎉
|
||||
@@ -0,0 +1,182 @@
|
||||
# Market Research Step 1: Market Research Initialization
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate research content in init step
|
||||
- ✅ ALWAYS confirm understanding of user's research goals
|
||||
- 📋 YOU ARE A MARKET RESEARCH FACILITATOR, not content generator
|
||||
- 💬 FOCUS on clarifying scope and approach
|
||||
- 🔍 NO WEB RESEARCH in init - that's for later steps
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete research
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Confirm research understanding before proceeding
|
||||
- ⚠️ Present [C] continue option after scope clarification
|
||||
- 💾 Write initial scope document immediately
|
||||
- 📖 Update frontmatter `stepsCompleted: [1]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from main workflow discovery are available
|
||||
- Research type = "market" is already set
|
||||
- **Research topic = "{{research_topic}}"** - discovered from initial discussion
|
||||
- **Research goals = "{{research_goals}}"** - captured from initial discussion
|
||||
- Focus on market research scope clarification
|
||||
- Web search capabilities are enabled for later steps
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Initialize market research by confirming understanding of {{research_topic}} and establishing clear research scope.
|
||||
|
||||
## MARKET RESEARCH INITIALIZATION:
|
||||
|
||||
### 1. Confirm Research Understanding
|
||||
|
||||
**INITIALIZE - DO NOT RESEARCH YET**
|
||||
|
||||
Start with research confirmation:
|
||||
"I understand you want to conduct **market research** for **{{research_topic}}** with these goals: {{research_goals}}
|
||||
|
||||
**My Understanding of Your Research Needs:**
|
||||
|
||||
- **Research Topic**: {{research_topic}}
|
||||
- **Research Goals**: {{research_goals}}
|
||||
- **Research Type**: Market Research
|
||||
- **Approach**: Comprehensive market analysis with source verification
|
||||
|
||||
**Market Research Areas We'll Cover:**
|
||||
|
||||
- Market size, growth dynamics, and trends
|
||||
- Customer insights and behavior analysis
|
||||
- Competitive landscape and positioning
|
||||
- Strategic recommendations and implementation guidance
|
||||
|
||||
**Does this accurately capture what you're looking for?**"
|
||||
|
||||
### 2. Refine Research Scope
|
||||
|
||||
Gather any clarifications needed:
|
||||
|
||||
#### Scope Clarification Questions:
|
||||
|
||||
- "Are there specific customer segments or aspects of {{research_topic}} we should prioritize?"
|
||||
- "Should we focus on specific geographic regions or global market?"
|
||||
- "Is this for market entry, expansion, product development, or other business purpose?"
|
||||
- "Any competitors or market segments you specifically want us to analyze?"
|
||||
|
||||
### 3. Document Initial Scope
|
||||
|
||||
**WRITE IMMEDIATELY TO DOCUMENT**
|
||||
|
||||
Write initial research scope to document:
|
||||
|
||||
```markdown
|
||||
# Market Research: {{research_topic}}
|
||||
|
||||
## Research Initialization
|
||||
|
||||
### Research Understanding Confirmed
|
||||
|
||||
**Topic**: {{research_topic}}
|
||||
**Goals**: {{research_goals}}
|
||||
**Research Type**: Market Research
|
||||
**Date**: {{date}}
|
||||
|
||||
### Research Scope
|
||||
|
||||
**Market Analysis Focus Areas:**
|
||||
|
||||
- Market size, growth projections, and dynamics
|
||||
- Customer segments, behavior patterns, and insights
|
||||
- Competitive landscape and positioning analysis
|
||||
- Strategic recommendations and implementation guidance
|
||||
|
||||
**Research Methodology:**
|
||||
|
||||
- Current web data with source verification
|
||||
- Multiple independent sources for critical claims
|
||||
- Confidence level assessment for uncertain data
|
||||
- Comprehensive coverage with no critical gaps
|
||||
|
||||
### Next Steps
|
||||
|
||||
**Research Workflow:**
|
||||
|
||||
1. ✅ Initialization and scope setting (current step)
|
||||
2. Customer Insights and Behavior Analysis
|
||||
3. Competitive Landscape Analysis
|
||||
4. Strategic Synthesis and Recommendations
|
||||
|
||||
**Research Status**: Scope confirmed, ready to proceed with detailed market analysis
|
||||
```
|
||||
|
||||
### 4. Present Confirmation and Continue Option
|
||||
|
||||
Show initial scope document and present continue option:
|
||||
"I've documented our understanding and initial scope for **{{research_topic}}** market research.
|
||||
|
||||
**What I've established:**
|
||||
|
||||
- Research topic and goals confirmed
|
||||
- Market analysis focus areas defined
|
||||
- Research methodology verification
|
||||
- Clear workflow progression
|
||||
|
||||
**Document Status:** Initial scope written to research file for your review
|
||||
|
||||
**Ready to begin detailed market research?**
|
||||
[C] Continue - Confirm scope and proceed to customer insights analysis
|
||||
[Modify] Suggest changes to research scope before proceeding
|
||||
|
||||
### 5. Handle User Response
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- Update frontmatter: `stepsCompleted: [1]`
|
||||
- Add confirmation note to document: "Scope confirmed by user on {{date}}"
|
||||
- Load: `./step-02-customer-insights.md`
|
||||
|
||||
#### If 'Modify':
|
||||
|
||||
- Gather user changes to scope
|
||||
- Update document with modifications
|
||||
- Re-present updated scope for confirmation
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Research topic and goals accurately understood
|
||||
✅ Market research scope clearly defined
|
||||
✅ Initial scope document written immediately
|
||||
✅ User opportunity to review and modify scope
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Document properly updated with scope confirmation
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Not confirming understanding of research topic and goals
|
||||
❌ Generating research content instead of just scope clarification
|
||||
❌ Not writing initial scope document to file
|
||||
❌ Not providing opportunity for user to modify scope
|
||||
❌ Proceeding to next step without user confirmation
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor research decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## INITIALIZATION PRINCIPLES:
|
||||
|
||||
This step ensures:
|
||||
|
||||
- Clear mutual understanding of research objectives
|
||||
- Well-defined research scope and approach
|
||||
- Immediate documentation for user review
|
||||
- User control over research direction before detailed work begins
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user confirmation and scope finalization, load `./step-02-customer-insights.md` to begin detailed market research with customer insights analysis.
|
||||
|
||||
Remember: Init steps confirm understanding and scope, not generate research content!
|
||||
@@ -0,0 +1,237 @@
|
||||
# Market Research Step 2: Customer Behavior and Segments
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
- ✅ Search the web to verify and supplement your knowledge with current facts
|
||||
- 📋 YOU ARE A CUSTOMER BEHAVIOR ANALYST, not content generator
|
||||
- 💬 FOCUS on customer behavior patterns and demographic analysis
|
||||
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
|
||||
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete research
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] continue option after customer behavior content generation
|
||||
- 📝 WRITE CUSTOMER BEHAVIOR ANALYSIS TO DOCUMENT IMMEDIATELY
|
||||
- 💾 ONLY proceed when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from step-01 are available
|
||||
- Focus on customer behavior patterns and demographic analysis
|
||||
- Web search capabilities with source verification are enabled
|
||||
- Previous step confirmed research scope and goals
|
||||
- **Research topic = "{{research_topic}}"** - established from initial discussion
|
||||
- **Research goals = "{{research_goals}}"** - established from initial discussion
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct customer behavior and segment analysis with emphasis on patterns and demographics.
|
||||
|
||||
## CUSTOMER BEHAVIOR ANALYSIS SEQUENCE:
|
||||
|
||||
### 1. Begin Customer Behavior Analysis
|
||||
|
||||
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer behavior areas simultaneously and thoroughly.
|
||||
|
||||
Start with customer behavior research approach:
|
||||
"Now I'll conduct **customer behavior analysis** for **{{research_topic}}** to understand customer patterns.
|
||||
|
||||
**Customer Behavior Focus:**
|
||||
|
||||
- Customer behavior patterns and preferences
|
||||
- Demographic profiles and segmentation
|
||||
- Psychographic characteristics and values
|
||||
- Behavior drivers and influences
|
||||
- Customer interaction patterns and engagement
|
||||
|
||||
**Let me search for current customer behavior insights.**"
|
||||
|
||||
### 2. Parallel Customer Behavior Research Execution
|
||||
|
||||
**Execute multiple web searches simultaneously:**
|
||||
|
||||
Search the web: "{{research_topic}} customer behavior patterns"
|
||||
Search the web: "{{research_topic}} customer demographics"
|
||||
Search the web: "{{research_topic}} psychographic profiles"
|
||||
Search the web: "{{research_topic}} customer behavior drivers"
|
||||
|
||||
**Analysis approach:**
|
||||
|
||||
- Look for customer behavior studies and research reports
|
||||
- Search for demographic segmentation and analysis
|
||||
- Research psychographic profiling and value systems
|
||||
- Analyze behavior drivers and influencing factors
|
||||
- Study customer interaction and engagement patterns
|
||||
|
||||
### 3. Analyze and Aggregate Results
|
||||
|
||||
**Collect and analyze findings from all parallel searches:**
|
||||
|
||||
"After executing comprehensive parallel web searches, let me analyze and aggregate customer behavior findings:
|
||||
|
||||
**Research Coverage:**
|
||||
|
||||
- Customer behavior patterns and preferences
|
||||
- Demographic profiles and segmentation
|
||||
- Psychographic characteristics and values
|
||||
- Behavior drivers and influences
|
||||
- Customer interaction patterns and engagement
|
||||
|
||||
**Cross-Behavior Analysis:**
|
||||
[Identify patterns connecting demographics, psychographics, and behaviors]
|
||||
|
||||
**Quality Assessment:**
|
||||
[Overall confidence levels and research gaps identified]"
|
||||
|
||||
### 4. Generate Customer Behavior Content
|
||||
|
||||
**WRITE IMMEDIATELY TO DOCUMENT**
|
||||
|
||||
Prepare customer behavior analysis with web search citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Customer Behavior and Segments
|
||||
|
||||
### Customer Behavior Patterns
|
||||
|
||||
[Customer behavior patterns analysis with source citations]
|
||||
_Behavior Drivers: [Key motivations and patterns from web search]_
|
||||
_Interaction Preferences: [Customer engagement and interaction patterns]_
|
||||
_Decision Habits: [How customers typically make decisions]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Demographic Segmentation
|
||||
|
||||
[Demographic analysis with source citations]
|
||||
_Age Demographics: [Age groups and preferences]_
|
||||
_Income Levels: [Income segments and purchasing behavior]_
|
||||
_Geographic Distribution: [Regional/city differences]_
|
||||
_Education Levels: [Education impact on behavior]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Psychographic Profiles
|
||||
|
||||
[Psychographic analysis with source citations]
|
||||
_Values and Beliefs: [Core values driving customer behavior]_
|
||||
_Lifestyle Preferences: [Lifestyle choices and behaviors]_
|
||||
_Attitudes and Opinions: [Customer attitudes toward products/services]_
|
||||
_Personality Traits: [Personality influences on behavior]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Customer Segment Profiles
|
||||
|
||||
[Detailed customer segment profiles with source citations]
|
||||
_Segment 1: [Detailed profile including demographics, psychographics, behavior]_
|
||||
_Segment 2: [Detailed profile including demographics, psychographics, behavior]_
|
||||
_Segment 3: [Detailed profile including demographics, psychographics, behavior]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Behavior Drivers and Influences
|
||||
|
||||
[Behavior drivers analysis with source citations]
|
||||
_Emotional Drivers: [Emotional factors influencing behavior]_
|
||||
_Rational Drivers: [Logical decision factors]_
|
||||
_Social Influences: [Social and peer influences]_
|
||||
_Economic Influences: [Economic factors affecting behavior]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Customer Interaction Patterns
|
||||
|
||||
[Customer interaction analysis with source citations]
|
||||
_Research and Discovery: [How customers find and research options]_
|
||||
_Purchase Decision Process: [Steps in purchase decision making]_
|
||||
_Post-Purchase Behavior: [After-purchase engagement patterns]_
|
||||
_Loyalty and Retention: [Factors driving customer loyalty]_
|
||||
_Source: [URL]_
|
||||
```
|
||||
|
||||
### 5. Present Analysis and Continue Option
|
||||
|
||||
**Show analysis and present continue option:**
|
||||
|
||||
"I've completed **customer behavior analysis** for {{research_topic}}, focusing on customer patterns.
|
||||
|
||||
**Key Customer Behavior Findings:**
|
||||
|
||||
- Customer behavior patterns clearly identified with drivers
|
||||
- Demographic segmentation thoroughly analyzed
|
||||
- Psychographic profiles mapped and documented
|
||||
- Customer interaction patterns captured
|
||||
- Multiple sources verified for critical insights
|
||||
|
||||
**Ready to proceed to customer pain points?**
|
||||
[C] Continue - Save this to document and proceed to pain points analysis
|
||||
|
||||
### 6. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- **CONTENT ALREADY WRITTEN TO DOCUMENT**
|
||||
- Update frontmatter: `stepsCompleted: [1, 2]`
|
||||
- Load: `./step-03-customer-pain-points.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
Content is already written to document when generated in step 4. No additional append needed.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Customer behavior patterns identified with current citations
|
||||
✅ Demographic segmentation thoroughly analyzed
|
||||
✅ Psychographic profiles clearly documented
|
||||
✅ Customer interaction patterns captured
|
||||
✅ Multiple sources verified for critical insights
|
||||
✅ Content written immediately to document
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Proper routing to next step (customer pain points)
|
||||
✅ Research goals alignment maintained
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Relying solely on training data without web verification for current facts
|
||||
|
||||
❌ Missing critical customer behavior patterns
|
||||
❌ Incomplete demographic segmentation analysis
|
||||
❌ Missing psychographic profile documentation
|
||||
❌ Not writing content immediately to document
|
||||
❌ Not presenting [C] continue option after content generation
|
||||
❌ Not routing to customer pain points analysis step
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor research decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## CUSTOMER BEHAVIOR RESEARCH PROTOCOLS:
|
||||
|
||||
- Research customer behavior studies and market research
|
||||
- Use demographic data from authoritative sources
|
||||
- Research psychographic profiling and value systems
|
||||
- Analyze customer interaction and engagement patterns
|
||||
- Focus on current behavior data and trends
|
||||
- Present conflicting information when sources disagree
|
||||
- Apply confidence levels appropriately
|
||||
|
||||
## BEHAVIOR ANALYSIS STANDARDS:
|
||||
|
||||
- Always cite URLs for web search results
|
||||
- Use authoritative customer research sources
|
||||
- Note data currency and potential limitations
|
||||
- Present multiple perspectives when sources conflict
|
||||
- Apply confidence levels to uncertain data
|
||||
- Focus on actionable customer insights
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user selects 'C', load `./step-03-customer-pain-points.md` to analyze customer pain points, challenges, and unmet needs for {{research_topic}}.
|
||||
|
||||
Remember: Always write research content to document immediately and emphasize current customer data with rigorous source verification!
|
||||
@@ -0,0 +1,200 @@
|
||||
# Market Research Step 2: Customer Insights
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ Search the web to verify and supplement your knowledge with current facts
|
||||
- 📋 YOU ARE A CUSTOMER INSIGHTS ANALYST, not content generator
|
||||
- 💬 FOCUS on customer behavior and needs analysis
|
||||
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] continue option after customer insights content generation
|
||||
- 💾 ONLY save when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from step-01 are available
|
||||
- Focus on customer behavior and needs analysis
|
||||
- Web search capabilities with source verification are enabled
|
||||
- May need to search for current customer behavior trends
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct comprehensive customer insights analysis with emphasis on behavior patterns and needs.
|
||||
|
||||
## CUSTOMER INSIGHTS SEQUENCE:
|
||||
|
||||
### 1. Begin Customer Insights Analysis
|
||||
|
||||
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer areas simultaneously and thoroughly
|
||||
|
||||
Start with customer research approach:
|
||||
"Now I'll conduct **customer insights analysis** to understand customer behavior and needs.
|
||||
|
||||
**Customer Insights Focus:**
|
||||
|
||||
- Customer behavior patterns and preferences
|
||||
- Pain points and challenges
|
||||
- Decision-making processes
|
||||
- Customer journey mapping
|
||||
- Customer satisfaction drivers
|
||||
- Demographic and psychographic profiles
|
||||
|
||||
**Let me search for current customer insights using parallel web searches for comprehensive coverage.**"
|
||||
|
||||
### 2. Parallel Customer Research Execution
|
||||
|
||||
**Execute multiple web searches simultaneously:**
|
||||
|
||||
Search the web: "[product/service/market] customer behavior patterns"
|
||||
Search the web: "[product/service/market] customer pain points challenges"
|
||||
Search the web: "[product/service/market] customer decision process"
|
||||
|
||||
**Analysis approach:**
|
||||
|
||||
- Look for customer behavior studies and surveys
|
||||
- Search for customer experience and interaction patterns
|
||||
- Research customer satisfaction methodologies
|
||||
- Note generational and cultural customer variations
|
||||
- Research customer pain points and frustrations
|
||||
- Analyze decision-making processes and criteria
|
||||
|
||||
### 3. Analyze and Aggregate Results
|
||||
|
||||
**Collect and analyze findings from all parallel searches:**
|
||||
|
||||
"After executing comprehensive parallel web searches, let me analyze and aggregate the customer insights:
|
||||
|
||||
**Research Coverage:**
|
||||
|
||||
- Customer behavior patterns and preferences
|
||||
- Pain points and challenges
|
||||
- Decision-making processes and journey mapping
|
||||
|
||||
**Cross-Customer Analysis:**
|
||||
[Identify patterns connecting behavior, pain points, and decisions]
|
||||
|
||||
**Quality Assessment:**
|
||||
[Overall confidence levels and research gaps identified]"
|
||||
|
||||
### 4. Generate Customer Insights Content
|
||||
|
||||
Prepare customer analysis with web search citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Customer Insights
|
||||
|
||||
### Customer Behavior Patterns
|
||||
|
||||
[Customer behavior analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Pain Points and Challenges
|
||||
|
||||
[Pain points analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Decision-Making Processes
|
||||
|
||||
[Decision-making analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Customer Journey Mapping
|
||||
|
||||
[Customer journey analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Customer Satisfaction Drivers
|
||||
|
||||
[Satisfaction drivers analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Demographic Profiles
|
||||
|
||||
[Demographic profiles analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Psychographic Profiles
|
||||
|
||||
[Psychographic profiles analysis with source citations]
|
||||
_Source: [URL]_
|
||||
```
|
||||
|
||||
### 5. Present Analysis and Continue Option
|
||||
|
||||
Show the generated customer insights and present continue option:
|
||||
"I've completed the **customer insights analysis** for customer behavior and needs.
|
||||
|
||||
**Key Customer Findings:**
|
||||
|
||||
- Customer behavior patterns clearly identified
|
||||
- Pain points and challenges thoroughly documented
|
||||
- Decision-making processes mapped
|
||||
- Customer journey insights captured
|
||||
- Satisfaction and profile data analyzed
|
||||
|
||||
**Ready to proceed to competitive analysis?**
|
||||
[C] Continue - Save this to the document and proceed to competitive analysis
|
||||
|
||||
### 6. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- Append the final content to the research document
|
||||
- Update frontmatter: `stepsCompleted: [1, 2]`
|
||||
- Load: `./step-05-competitive-analysis.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the content directly to the research document using the structure from step 4.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Customer behavior patterns identified with current citations
|
||||
✅ Pain points and challenges clearly documented
|
||||
✅ Decision-making processes thoroughly analyzed
|
||||
✅ Customer journey insights captured and mapped
|
||||
✅ Customer satisfaction drivers identified
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Content properly appended to document when C selected
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Relying solely on training data without web verification for current facts
|
||||
|
||||
❌ Missing critical customer behavior patterns
|
||||
❌ Not identifying key pain points and challenges
|
||||
❌ Incomplete customer journey mapping
|
||||
❌ Not presenting [C] continue option after content generation
|
||||
❌ Appending content without user selecting 'C'
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## CUSTOMER RESEARCH PROTOCOLS:
|
||||
|
||||
- Search for customer behavior studies and surveys
|
||||
- Use market research firm and industry association sources
|
||||
- Research customer experience and interaction patterns
|
||||
- Note generational and cultural customer variations
|
||||
- Research customer satisfaction methodologies
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user selects 'C' and content is saved to document, load `./step-05-competitive-analysis.md` to focus on competitive landscape analysis.
|
||||
|
||||
Remember: Always emphasize current customer data and rigorous source verification!
|
||||
@@ -0,0 +1,249 @@
|
||||
# Market Research Step 3: Customer Pain Points and Needs
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ Search the web to verify and supplement your knowledge with current facts
|
||||
- 📋 YOU ARE A CUSTOMER NEEDS ANALYST, not content generator
|
||||
- 💬 FOCUS on customer pain points, challenges, and unmet needs
|
||||
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
|
||||
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] continue option after pain points content generation
|
||||
- 📝 WRITE CUSTOMER PAIN POINTS ANALYSIS TO DOCUMENT IMMEDIATELY
|
||||
- 💾 ONLY proceed when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- Customer behavior analysis completed in previous step
|
||||
- Focus on customer pain points, challenges, and unmet needs
|
||||
- Web search capabilities with source verification are enabled
|
||||
- **Research topic = "{{research_topic}}"** - established from initial discussion
|
||||
- **Research goals = "{{research_goals}}"** - established from initial discussion
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct customer pain points and needs analysis with emphasis on challenges and frustrations.
|
||||
|
||||
## CUSTOMER PAIN POINTS ANALYSIS SEQUENCE:
|
||||
|
||||
### 1. Begin Customer Pain Points Analysis
|
||||
|
||||
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer pain point areas simultaneously and thoroughly.
|
||||
|
||||
Start with customer pain points research approach:
|
||||
"Now I'll conduct **customer pain points analysis** for **{{research_topic}}** to understand customer challenges.
|
||||
|
||||
**Customer Pain Points Focus:**
|
||||
|
||||
- Customer challenges and frustrations
|
||||
- Unmet needs and unaddressed problems
|
||||
- Barriers to adoption or usage
|
||||
- Service and support pain points
|
||||
- Customer satisfaction gaps
|
||||
|
||||
**Let me search for current customer pain points insights.**"
|
||||
|
||||
### 2. Parallel Pain Points Research Execution
|
||||
|
||||
**Execute multiple web searches simultaneously:**
|
||||
|
||||
Search the web: "{{research_topic}} customer pain points challenges"
|
||||
Search the web: "{{research_topic}} customer frustrations"
|
||||
Search the web: "{{research_topic}} unmet customer needs"
|
||||
Search the web: "{{research_topic}} customer barriers to adoption"
|
||||
|
||||
**Analysis approach:**
|
||||
|
||||
- Look for customer satisfaction surveys and reports
|
||||
- Search for customer complaints and reviews
|
||||
- Research customer support and service issues
|
||||
- Analyze barriers to customer adoption
|
||||
- Study unmet needs and market gaps
|
||||
|
||||
### 3. Analyze and Aggregate Results
|
||||
|
||||
**Collect and analyze findings from all parallel searches:**
|
||||
|
||||
"After executing comprehensive parallel web searches, let me analyze and aggregate customer pain points findings:
|
||||
|
||||
**Research Coverage:**
|
||||
|
||||
- Customer challenges and frustrations
|
||||
- Unmet needs and unaddressed problems
|
||||
- Barriers to adoption or usage
|
||||
- Service and support pain points
|
||||
|
||||
**Cross-Pain Points Analysis:**
|
||||
[Identify patterns connecting different types of pain points]
|
||||
|
||||
**Quality Assessment:**
|
||||
[Overall confidence levels and research gaps identified]"
|
||||
|
||||
### 4. Generate Customer Pain Points Content
|
||||
|
||||
**WRITE IMMEDIATELY TO DOCUMENT**
|
||||
|
||||
Prepare customer pain points analysis with web search citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Customer Pain Points and Needs
|
||||
|
||||
### Customer Challenges and Frustrations
|
||||
|
||||
[Customer challenges analysis with source citations]
|
||||
_Primary Frustrations: [Major customer frustrations identified]_
|
||||
_Usage Barriers: [Barriers preventing effective usage]_
|
||||
_Service Pain Points: [Customer service and support issues]_
|
||||
_Frequency Analysis: [How often these challenges occur]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Unmet Customer Needs
|
||||
|
||||
[Unmet needs analysis with source citations]
|
||||
_Critical Unmet Needs: [Most important unaddressed needs]_
|
||||
_Solution Gaps: [Opportunities to address unmet needs]_
|
||||
_Market Gaps: [Market opportunities from unmet needs]_
|
||||
_Priority Analysis: [Which needs are most critical]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Barriers to Adoption
|
||||
|
||||
[Adoption barriers analysis with source citations]
|
||||
_Price Barriers: [Cost-related barriers to adoption]_
|
||||
_Technical Barriers: [Complexity or technical barriers]_
|
||||
_Trust Barriers: [Trust and credibility issues]_
|
||||
_Convenience Barriers: [Ease of use or accessibility issues]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Service and Support Pain Points
|
||||
|
||||
[Service pain points analysis with source citations]
|
||||
_Customer Service Issues: [Common customer service problems]_
|
||||
_Support Gaps: [Areas where customer support is lacking]_
|
||||
_Communication Issues: [Communication breakdowns and frustrations]_
|
||||
_Response Time Issues: [Slow response and resolution problems]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Customer Satisfaction Gaps
|
||||
|
||||
[Satisfaction gap analysis with source citations]
|
||||
_Expectation Gaps: [Differences between expectations and reality]_
|
||||
_Quality Gaps: [Areas where quality expectations aren't met]_
|
||||
_Value Perception Gaps: [Perceived value vs actual value]_
|
||||
_Trust and Credibility Gaps: [Trust issues affecting satisfaction]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Emotional Impact Assessment
|
||||
|
||||
[Emotional impact analysis with source citations]
|
||||
_Frustration Levels: [Customer frustration severity assessment]_
|
||||
_Loyalty Risks: [How pain points affect customer loyalty]_
|
||||
_Reputation Impact: [Impact on brand or product reputation]_
|
||||
_Customer Retention Risks: [Risk of customer loss from pain points]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Pain Point Prioritization
|
||||
|
||||
[Pain point prioritization with source citations]
|
||||
_High Priority Pain Points: [Most critical pain points to address]_
|
||||
_Medium Priority Pain Points: [Important but less critical pain points]_
|
||||
_Low Priority Pain Points: [Minor pain points with lower impact]_
|
||||
_Opportunity Mapping: [Pain points with highest solution opportunity]_
|
||||
_Source: [URL]_
|
||||
```
|
||||
|
||||
### 5. Present Analysis and Continue Option
|
||||
|
||||
**Show analysis and present continue option:**
|
||||
|
||||
"I've completed **customer pain points analysis** for {{research_topic}}, focusing on customer challenges.
|
||||
|
||||
**Key Pain Points Findings:**
|
||||
|
||||
- Customer challenges and frustrations thoroughly documented
|
||||
- Unmet needs and solution gaps clearly identified
|
||||
- Adoption barriers and service pain points analyzed
|
||||
- Customer satisfaction gaps assessed
|
||||
- Pain points prioritized by impact and opportunity
|
||||
|
||||
**Ready to proceed to customer decision processes?**
|
||||
[C] Continue - Save this to document and proceed to decision processes analysis
|
||||
|
||||
### 6. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- **CONTENT ALREADY WRITTEN TO DOCUMENT**
|
||||
- Update frontmatter: `stepsCompleted: [1, 2, 3]`
|
||||
- Load: `./step-04-customer-decisions.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
Content is already written to document when generated in step 4. No additional append needed.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Customer challenges and frustrations clearly documented
|
||||
✅ Unmet needs and solution gaps identified
|
||||
✅ Adoption barriers and service pain points analyzed
|
||||
✅ Customer satisfaction gaps assessed
|
||||
✅ Pain points prioritized by impact and opportunity
|
||||
✅ Content written immediately to document
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Proper routing to next step (customer decisions)
|
||||
✅ Research goals alignment maintained
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Relying solely on training data without web verification for current facts
|
||||
|
||||
❌ Missing critical customer challenges or frustrations
|
||||
❌ Not identifying unmet needs or solution gaps
|
||||
❌ Incomplete adoption barriers analysis
|
||||
❌ Not writing content immediately to document
|
||||
❌ Not presenting [C] continue option after content generation
|
||||
❌ Not routing to customer decisions analysis step
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## CUSTOMER PAIN POINTS RESEARCH PROTOCOLS:
|
||||
|
||||
- Research customer satisfaction surveys and reviews
|
||||
- Use customer feedback and complaint data
|
||||
- Analyze customer support and service issues
|
||||
- Study barriers to customer adoption
|
||||
- Focus on current pain point data
|
||||
- Present conflicting information when sources disagree
|
||||
- Apply confidence levels appropriately
|
||||
|
||||
## PAIN POINTS ANALYSIS STANDARDS:
|
||||
|
||||
- Always cite URLs for web search results
|
||||
- Use authoritative customer research sources
|
||||
- Note data currency and potential limitations
|
||||
- Present multiple perspectives when sources conflict
|
||||
- Apply confidence levels to uncertain data
|
||||
- Focus on actionable pain point insights
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user selects 'C', load `./step-04-customer-decisions.md` to analyze customer decision processes, journey mapping, and decision factors for {{research_topic}}.
|
||||
|
||||
Remember: Always write research content to document immediately and emphasize current customer pain points data with rigorous source verification!
|
||||
@@ -0,0 +1,259 @@
|
||||
# Market Research Step 4: Customer Decisions and Journey
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ Search the web to verify and supplement your knowledge with current facts
|
||||
- 📋 YOU ARE A CUSTOMER DECISION ANALYST, not content generator
|
||||
- 💬 FOCUS on customer decision processes and journey mapping
|
||||
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
|
||||
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] continue option after decision processes content generation
|
||||
- 📝 WRITE CUSTOMER DECISIONS ANALYSIS TO DOCUMENT IMMEDIATELY
|
||||
- 💾 ONLY proceed when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- Customer behavior and pain points analysis completed in previous steps
|
||||
- Focus on customer decision processes and journey mapping
|
||||
- Web search capabilities with source verification are enabled
|
||||
- **Research topic = "{{research_topic}}"** - established from initial discussion
|
||||
- **Research goals = "{{research_goals}}"** - established from initial discussion
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct customer decision processes and journey analysis with emphasis on decision factors and journey mapping.
|
||||
|
||||
## CUSTOMER DECISIONS ANALYSIS SEQUENCE:
|
||||
|
||||
### 1. Begin Customer Decisions Analysis
|
||||
|
||||
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different customer decision areas simultaneously and thoroughly.
|
||||
|
||||
Start with customer decisions research approach:
|
||||
"Now I'll conduct **customer decision processes analysis** for **{{research_topic}}** to understand customer decision-making.
|
||||
|
||||
**Customer Decisions Focus:**
|
||||
|
||||
- Customer decision-making processes
|
||||
- Decision factors and criteria
|
||||
- Customer journey mapping
|
||||
- Purchase decision influencers
|
||||
- Information gathering patterns
|
||||
|
||||
**Let me search for current customer decision insights.**"
|
||||
|
||||
### 2. Parallel Decisions Research Execution
|
||||
|
||||
**Execute multiple web searches simultaneously:**
|
||||
|
||||
Search the web: "{{research_topic}} customer decision process"
|
||||
Search the web: "{{research_topic}} buying criteria factors"
|
||||
Search the web: "{{research_topic}} customer journey mapping"
|
||||
Search the web: "{{research_topic}} decision influencing factors"
|
||||
|
||||
**Analysis approach:**
|
||||
|
||||
- Look for customer decision research studies
|
||||
- Search for buying criteria and factor analysis
|
||||
- Research customer journey mapping methodologies
|
||||
- Analyze decision influence factors and channels
|
||||
- Study information gathering and evaluation patterns
|
||||
|
||||
### 3. Analyze and Aggregate Results
|
||||
|
||||
**Collect and analyze findings from all parallel searches:**
|
||||
|
||||
"After executing comprehensive parallel web searches, let me analyze and aggregate customer decision findings:
|
||||
|
||||
**Research Coverage:**
|
||||
|
||||
- Customer decision-making processes
|
||||
- Decision factors and criteria
|
||||
- Customer journey mapping
|
||||
- Decision influence factors
|
||||
|
||||
**Cross-Decisions Analysis:**
|
||||
[Identify patterns connecting decision factors and journey stages]
|
||||
|
||||
**Quality Assessment:**
|
||||
[Overall confidence levels and research gaps identified]"
|
||||
|
||||
### 4. Generate Customer Decisions Content
|
||||
|
||||
**WRITE IMMEDIATELY TO DOCUMENT**
|
||||
|
||||
Prepare customer decisions analysis with web search citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Customer Decision Processes and Journey
|
||||
|
||||
### Customer Decision-Making Processes
|
||||
|
||||
[Decision processes analysis with source citations]
|
||||
_Decision Stages: [Key stages in customer decision making]_
|
||||
_Decision Timelines: [Timeframes for different decisions]_
|
||||
_Complexity Levels: [Decision complexity assessment]_
|
||||
_Evaluation Methods: [How customers evaluate options]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Decision Factors and Criteria
|
||||
|
||||
[Decision factors analysis with source citations]
|
||||
_Primary Decision Factors: [Most important factors in decisions]_
|
||||
_Secondary Decision Factors: [Supporting factors influencing decisions]_
|
||||
_Weighing Analysis: [How different factors are weighed]_
|
||||
_Evoluton Patterns: [How factors change over time]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Customer Journey Mapping
|
||||
|
||||
[Journey mapping analysis with source citations]
|
||||
_Awareness Stage: [How customers become aware of {{research_topic}}]_
|
||||
_Consideration Stage: [Evaluation and comparison process]_
|
||||
_Decision Stage: [Final decision-making process]_
|
||||
_Purchase Stage: [Purchase execution and completion]_
|
||||
_Post-Purchase Stage: [Post-decision evaluation and behavior]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Touchpoint Analysis
|
||||
|
||||
[Touchpoint analysis with source citations]
|
||||
_Digital Touchpoints: [Online and digital interaction points]_
|
||||
_Offline Touchpoints: [Physical and in-person interaction points]_
|
||||
_Information Sources: [Where customers get information]_
|
||||
_Influence Channels: [What influences customer decisions]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Information Gathering Patterns
|
||||
|
||||
[Information patterns analysis with source citations]
|
||||
_Research Methods: [How customers research options]_
|
||||
_Information Sources Trusted: [Most trusted information sources]_
|
||||
_Research Duration: [Time spent gathering information]_
|
||||
_Evaluation Criteria: [How customers evaluate information]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Decision Influencers
|
||||
|
||||
[Decision influencer analysis with source citations]
|
||||
_Peer Influence: [How friends and family influence decisions]_
|
||||
_Expert Influence: [How expert opinions affect decisions]_
|
||||
_Media Influence: [How media and marketing affect decisions]_
|
||||
_Social Proof Influence: [How reviews and testimonials affect decisions]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Purchase Decision Factors
|
||||
|
||||
[Purchase decision factors analysis with source citations]
|
||||
_Immediate Purchase Drivers: [Factors triggering immediate purchase]_
|
||||
_Delayed Purchase Drivers: [Factors causing purchase delays]_
|
||||
_Brand Loyalty Factors: [Factors driving repeat purchases]_
|
||||
_Price Sensitivity: [How price affects purchase decisions]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Customer Decision Optimizations
|
||||
|
||||
[Decision optimization analysis with source citations]
|
||||
_Friction Reduction: [Ways to make decisions easier]_
|
||||
_Trust Building: [Building customer trust in decisions]_
|
||||
_Conversion Optimization: [Optimizing decision-to-purchase rates]_
|
||||
_Loyalty Building: [Building long-term customer relationships]_
|
||||
_Source: [URL]_
|
||||
```
|
||||
|
||||
### 5. Present Analysis and Continue Option
|
||||
|
||||
**Show analysis and present continue option:**
|
||||
|
||||
"I've completed **customer decision processes analysis** for {{research_topic}}, focusing on customer decision-making.
|
||||
|
||||
**Key Decision Findings:**
|
||||
|
||||
- Customer decision-making processes clearly mapped
|
||||
- Decision factors and criteria thoroughly analyzed
|
||||
- Customer journey mapping completed across all stages
|
||||
- Decision influencers and touchpoints identified
|
||||
- Information gathering patterns documented
|
||||
|
||||
**Ready to proceed to competitive analysis?**
|
||||
[C] Continue - Save this to document and proceed to competitive analysis
|
||||
|
||||
### 6. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- **CONTENT ALREADY WRITTEN TO DOCUMENT**
|
||||
- Update frontmatter: `stepsCompleted: [1, 2, 3, 4]`
|
||||
- Load: `./step-05-competitive-analysis.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
Content is already written to document when generated in step 4. No additional append needed.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Customer decision-making processes clearly mapped
|
||||
✅ Decision factors and criteria thoroughly analyzed
|
||||
✅ Customer journey mapping completed across all stages
|
||||
✅ Decision influencers and touchpoints identified
|
||||
✅ Information gathering patterns documented
|
||||
✅ Content written immediately to document
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Proper routing to next step (competitive analysis)
|
||||
✅ Research goals alignment maintained
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Relying solely on training data without web verification for current facts
|
||||
|
||||
❌ Missing critical decision-making process stages
|
||||
❌ Not identifying key decision factors
|
||||
❌ Incomplete customer journey mapping
|
||||
❌ Not writing content immediately to document
|
||||
❌ Not presenting [C] continue option after content generation
|
||||
❌ Not routing to competitive analysis step
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## CUSTOMER DECISIONS RESEARCH PROTOCOLS:
|
||||
|
||||
- Research customer decision studies and psychology
|
||||
- Use customer journey mapping methodologies
|
||||
- Analyze buying criteria and decision factors
|
||||
- Study decision influence and touchpoint analysis
|
||||
- Focus on current decision data
|
||||
- Present conflicting information when sources disagree
|
||||
- Apply confidence levels appropriately
|
||||
|
||||
## DECISION ANALYSIS STANDARDS:
|
||||
|
||||
- Always cite URLs for web search results
|
||||
- Use authoritative customer decision research sources
|
||||
- Note data currency and potential limitations
|
||||
- Present multiple perspectives when sources conflict
|
||||
- Apply confidence levels to uncertain data
|
||||
- Focus on actionable decision insights
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user selects 'C', load `./step-05-competitive-analysis.md` to analyze competitive landscape, market positioning, and competitive strategies for {{research_topic}}.
|
||||
|
||||
Remember: Always write research content to document immediately and emphasize current customer decision data with rigorous source verification!
|
||||
@@ -0,0 +1,177 @@
|
||||
# Market Research Step 5: Competitive Analysis
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ Search the web to verify and supplement your knowledge with current facts
|
||||
- 📋 YOU ARE A COMPETITIVE ANALYST, not content generator
|
||||
- 💬 FOCUS on competitive landscape and market positioning
|
||||
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] complete option after competitive analysis content generation
|
||||
- 💾 ONLY save when user chooses C (Complete)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4, 5]` before completing workflow
|
||||
- 🚫 FORBIDDEN to complete workflow until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- Focus on competitive landscape and market positioning analysis
|
||||
- Web search capabilities with source verification are enabled
|
||||
- May need to search for specific competitor information
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct comprehensive competitive analysis with emphasis on market positioning.
|
||||
|
||||
## COMPETITIVE ANALYSIS SEQUENCE:
|
||||
|
||||
### 1. Begin Competitive Analysis
|
||||
|
||||
Start with competitive research approach:
|
||||
"Now I'll conduct **competitive analysis** to understand the competitive landscape.
|
||||
|
||||
**Competitive Analysis Focus:**
|
||||
|
||||
- Key players and market share
|
||||
- Competitive positioning strategies
|
||||
- Strengths and weaknesses analysis
|
||||
- Market differentiation opportunities
|
||||
- Competitive threats and challenges
|
||||
|
||||
**Let me search for current competitive information.**"
|
||||
|
||||
### 2. Generate Competitive Analysis Content
|
||||
|
||||
Prepare competitive analysis with web search citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Competitive Landscape
|
||||
|
||||
### Key Market Players
|
||||
|
||||
[Key players analysis with market share data]
|
||||
_Source: [URL]_
|
||||
|
||||
### Market Share Analysis
|
||||
|
||||
[Market share analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Competitive Positioning
|
||||
|
||||
[Positioning analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Strengths and Weaknesses
|
||||
|
||||
[SWOT analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Market Differentiation
|
||||
|
||||
[Differentiation analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Competitive Threats
|
||||
|
||||
[Threats analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Opportunities
|
||||
|
||||
[Competitive opportunities analysis with source citations]
|
||||
_Source: [URL]_
|
||||
```
|
||||
|
||||
### 3. Present Analysis and Complete Option
|
||||
|
||||
Show the generated competitive analysis and present complete option:
|
||||
"I've completed the **competitive analysis** for the competitive landscape.
|
||||
|
||||
**Key Competitive Findings:**
|
||||
|
||||
- Key market players and market share identified
|
||||
- Competitive positioning strategies mapped
|
||||
- Strengths and weaknesses thoroughly analyzed
|
||||
- Market differentiation opportunities identified
|
||||
- Competitive threats and challenges documented
|
||||
|
||||
**Ready to complete the market research?**
|
||||
[C] Complete Research - Save final document and conclude
|
||||
|
||||
### 4. Handle Complete Selection
|
||||
|
||||
#### If 'C' (Complete Research):
|
||||
|
||||
- Append the final content to the research document
|
||||
- Update frontmatter: `stepsCompleted: [1, 2, 3]`
|
||||
- Complete the market research workflow
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the content directly to the research document using the structure from step 2.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Key market players identified
|
||||
✅ Market share analysis completed with source verification
|
||||
✅ Competitive positioning strategies clearly mapped
|
||||
✅ Strengths and weaknesses thoroughly analyzed
|
||||
✅ Market differentiation opportunities identified
|
||||
✅ [C] complete option presented and handled correctly
|
||||
✅ Content properly appended to document when C selected
|
||||
✅ Market research workflow completed successfully
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Relying solely on training data without web verification for current facts
|
||||
|
||||
❌ Missing key market players or market share data
|
||||
❌ Incomplete competitive positioning analysis
|
||||
❌ Not identifying market differentiation opportunities
|
||||
❌ Not presenting completion option for research workflow
|
||||
❌ Appending content without user selecting 'C'
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## COMPETITIVE RESEARCH PROTOCOLS:
|
||||
|
||||
- Search for industry reports and competitive intelligence
|
||||
- Use competitor company websites and annual reports
|
||||
- Research market research firm competitive analyses
|
||||
- Note competitive advantages and disadvantages
|
||||
- Search for recent market developments and disruptions
|
||||
|
||||
## MARKET RESEARCH COMPLETION:
|
||||
|
||||
When 'C' is selected:
|
||||
|
||||
- All market research steps completed
|
||||
- Comprehensive market research document generated
|
||||
- All sections appended with source citations
|
||||
- Market research workflow status updated
|
||||
- Final recommendations provided to user
|
||||
|
||||
## NEXT STEPS:
|
||||
|
||||
Market research workflow complete. User may:
|
||||
|
||||
- Use market research to inform product development strategies
|
||||
- Conduct additional competitive research on specific companies
|
||||
- Combine market research with other research types for comprehensive insights
|
||||
|
||||
Congratulations on completing comprehensive market research! 🎉
|
||||
@@ -0,0 +1,475 @@
|
||||
# Market Research Step 6: Research Completion
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ Search the web to verify and supplement your knowledge with current facts
|
||||
- 📋 YOU ARE A MARKET RESEARCH STRATEGIST, not content generator
|
||||
- 💬 FOCUS on strategic recommendations and actionable insights
|
||||
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] complete option after completion content generation
|
||||
- 💾 ONLY save when user chooses C (Complete)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4, 5, 6]` before completing workflow
|
||||
- 🚫 FORBIDDEN to complete workflow until C is selected
|
||||
- 📚 GENERATE COMPLETE DOCUMENT STRUCTURE with intro, TOC, and summary
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- **Research topic = "{{research_topic}}"** - comprehensive market analysis
|
||||
- **Research goals = "{{research_goals}}"** - achieved through exhaustive market research
|
||||
- All market research sections have been completed (customer behavior, pain points, decisions, competitive analysis)
|
||||
- Web search capabilities with source verification are enabled
|
||||
- This is the final synthesis step producing the complete market research document
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Produce a comprehensive, authoritative market research document on **{{research_topic}}** with compelling narrative introduction, detailed TOC, and executive summary based on exhaustive market research.
|
||||
|
||||
## MARKET RESEARCH COMPLETION SEQUENCE:
|
||||
|
||||
### 1. Begin Strategic Synthesis
|
||||
|
||||
Start with strategic synthesis approach:
|
||||
"Now I'll complete our market research with **strategic synthesis and recommendations** .
|
||||
|
||||
**Strategic Synthesis Focus:**
|
||||
|
||||
- Integrated insights from market, customer, and competitive analysis
|
||||
- Strategic recommendations based on research findings
|
||||
- Market entry or expansion strategies
|
||||
- Risk assessment and mitigation approaches
|
||||
- Actionable next steps and implementation guidance
|
||||
|
||||
**Let me search for current strategic insights and best practices.**"
|
||||
|
||||
### 2. Web Search for Market Entry Strategies
|
||||
|
||||
Search for current market strategies:
|
||||
Search the web: "market entry strategies best practices"
|
||||
|
||||
**Strategy focus:**
|
||||
|
||||
- Market entry timing and approaches
|
||||
- Go-to-market strategies and frameworks
|
||||
- Market positioning and differentiation tactics
|
||||
- Customer acquisition and growth strategies
|
||||
|
||||
### 3. Web Search for Risk Assessment
|
||||
|
||||
Search for current risk approaches:
|
||||
Search the web: "market research risk assessment frameworks"
|
||||
|
||||
**Risk focus:**
|
||||
|
||||
- Market risks and uncertainty management
|
||||
- Competitive threats and mitigation strategies
|
||||
- Regulatory and compliance risks
|
||||
- Economic and market volatility considerations
|
||||
|
||||
### 4. Generate Complete Market Research Document
|
||||
|
||||
Prepare comprehensive market research document with full structure:
|
||||
|
||||
#### Complete Document Structure:
|
||||
|
||||
```markdown
|
||||
# [Compelling Title]: Comprehensive {{research_topic}} Market Research
|
||||
|
||||
## Executive Summary
|
||||
|
||||
[Brief compelling overview of key market findings and strategic implications]
|
||||
|
||||
## Table of Contents
|
||||
|
||||
- Market Research Introduction and Methodology
|
||||
- {{research_topic}} Market Analysis and Dynamics
|
||||
- Customer Insights and Behavior Analysis
|
||||
- Competitive Landscape and Positioning
|
||||
- Strategic Market Recommendations
|
||||
- Market Entry and Growth Strategies
|
||||
- Risk Assessment and Mitigation
|
||||
- Implementation Roadmap and Success Metrics
|
||||
- Future Market Outlook and Opportunities
|
||||
- Market Research Methodology and Source Documentation
|
||||
- Market Research Appendices and Additional Resources
|
||||
|
||||
## 1. Market Research Introduction and Methodology
|
||||
|
||||
### Market Research Significance
|
||||
|
||||
**Compelling market narrative about why {{research_topic}} research is critical now**
|
||||
_Market Importance: [Strategic market significance with up-to-date context]_
|
||||
_Business Impact: [Business implications of market research]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Market Research Methodology
|
||||
|
||||
[Comprehensive description of market research approach including:]
|
||||
|
||||
- **Market Scope**: [Comprehensive market coverage areas]
|
||||
- **Data Sources**: [Authoritative market sources and verification approach]
|
||||
- **Analysis Framework**: [Structured market analysis methodology]
|
||||
- **Time Period**: [current focus and market evolution context]
|
||||
- **Geographic Coverage**: [Regional/global market scope]
|
||||
|
||||
### Market Research Goals and Objectives
|
||||
|
||||
**Original Market Goals:** {{research_goals}}
|
||||
|
||||
**Achieved Market Objectives:**
|
||||
|
||||
- [Market Goal 1 achievement with supporting evidence]
|
||||
- [Market Goal 2 achievement with supporting evidence]
|
||||
- [Additional market insights discovered during research]
|
||||
|
||||
## 2. {{research_topic}} Market Analysis and Dynamics
|
||||
|
||||
### Market Size and Growth Projections
|
||||
|
||||
_[Comprehensive market analysis]_
|
||||
_Market Size: [Current market valuation and size]_
|
||||
_Growth Rate: [CAGR and market growth projections]_
|
||||
_Market Drivers: [Key factors driving market growth]_
|
||||
_Market Segments: [Detailed market segmentation analysis]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Market Trends and Dynamics
|
||||
|
||||
[Current market trends analysis]
|
||||
_Emerging Trends: [Key market trends and their implications]_
|
||||
_Market Dynamics: [Forces shaping market evolution]_
|
||||
_Consumer Behavior Shifts: [Changes in customer behavior and preferences]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Pricing and Business Model Analysis
|
||||
|
||||
[Comprehensive pricing and business model analysis]
|
||||
_Pricing Strategies: [Current pricing approaches and models]_
|
||||
_Business Model Evolution: [Emerging and successful business models]_
|
||||
_Value Proposition Analysis: [Customer value proposition assessment]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 3. Customer Insights and Behavior Analysis
|
||||
|
||||
### Customer Behavior Patterns
|
||||
|
||||
[Customer insights analysis with current context]
|
||||
_Behavior Patterns: [Key customer behavior trends and patterns]_
|
||||
_Customer Journey: [Complete customer journey mapping]_
|
||||
_Decision Factors: [Factors influencing customer decisions]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Customer Pain Points and Needs
|
||||
|
||||
[Comprehensive customer pain point analysis]
|
||||
_Pain Points: [Key customer challenges and frustrations]_
|
||||
_Unmet Needs: [Unsolved customer needs and opportunities]_
|
||||
_Customer Expectations: [Current customer expectations and requirements]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Customer Segmentation and Targeting
|
||||
|
||||
[Detailed customer segmentation analysis]
|
||||
_Customer Segments: [Detailed customer segment profiles]_
|
||||
_Target Market Analysis: [Most attractive customer segments]_
|
||||
_Segment-specific Strategies: [Tailored approaches for key segments]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 4. Competitive Landscape and Positioning
|
||||
|
||||
### Competitive Analysis
|
||||
|
||||
[Comprehensive competitive analysis]
|
||||
_Market Leaders: [Dominant competitors and their strategies]_
|
||||
_Emerging Competitors: [New entrants and innovative approaches]_
|
||||
_Competitive Advantages: [Key differentiators and competitive advantages]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Market Positioning Strategies
|
||||
|
||||
[Strategic positioning analysis]
|
||||
_Positioning Opportunities: [Opportunities for market differentiation]_
|
||||
_Competitive Gaps: [Unserved market needs and opportunities]_
|
||||
_Positioning Framework: [Recommended positioning approach]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 5. Strategic Market Recommendations
|
||||
|
||||
### Market Opportunity Assessment
|
||||
|
||||
[Strategic market opportunities analysis]
|
||||
_High-Value Opportunities: [Most attractive market opportunities]_
|
||||
_Market Entry Timing: [Optimal timing for market entry or expansion]_
|
||||
_Growth Strategies: [Recommended approaches for market growth]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Strategic Recommendations
|
||||
|
||||
[Comprehensive strategic recommendations]
|
||||
_Market Entry Strategy: [Recommended approach for market entry/expansion]_
|
||||
_Competitive Strategy: [Recommended competitive positioning and approach]_
|
||||
_Customer Acquisition Strategy: [Recommended customer acquisition approach]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 6. Market Entry and Growth Strategies
|
||||
|
||||
### Go-to-Market Strategy
|
||||
|
||||
[Comprehensive go-to-market approach]
|
||||
_Market Entry Approach: [Recommended market entry strategy and tactics]_
|
||||
_Channel Strategy: [Optimal channels for market reach and customer acquisition]_
|
||||
_Partnership Strategy: [Strategic partnership and collaboration opportunities]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Growth and Scaling Strategy
|
||||
|
||||
[Market growth and scaling analysis]
|
||||
_Growth Phases: [Recommended phased approach to market growth]_
|
||||
_Scaling Considerations: [Key factors for successful market scaling]_
|
||||
_Expansion Opportunities: [Opportunities for geographic or segment expansion]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 7. Risk Assessment and Mitigation
|
||||
|
||||
### Market Risk Analysis
|
||||
|
||||
[Comprehensive market risk assessment]
|
||||
_Market Risks: [Key market-related risks and uncertainties]_
|
||||
_Competitive Risks: [Competitive threats and mitigation strategies]_
|
||||
_Regulatory Risks: [Regulatory and compliance considerations]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Mitigation Strategies
|
||||
|
||||
[Risk mitigation and contingency planning]
|
||||
_Risk Mitigation Approaches: [Strategies for managing identified risks]_
|
||||
_Contingency Planning: [Backup plans and alternative approaches]_
|
||||
_Market Sensitivity Analysis: [Impact of market changes on strategy]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 8. Implementation Roadmap and Success Metrics
|
||||
|
||||
### Implementation Framework
|
||||
|
||||
[Comprehensive implementation guidance]
|
||||
_Implementation Timeline: [Recommended phased implementation approach]_
|
||||
_Required Resources: [Key resources and capabilities needed]_
|
||||
_Implementation Milestones: [Key milestones and success criteria]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Success Metrics and KPIs
|
||||
|
||||
[Comprehensive success measurement framework]
|
||||
_Key Performance Indicators: [Critical metrics for measuring success]_
|
||||
_Monitoring and Reporting: [Approach for tracking and reporting progress]_
|
||||
_Success Criteria: [Clear criteria for determining success]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 9. Future Market Outlook and Opportunities
|
||||
|
||||
### Future Market Trends
|
||||
|
||||
[Forward-looking market analysis]
|
||||
_Near-term Market Evolution: [1-2 year market development expectations]_
|
||||
_Medium-term Market Trends: [3-5 year expected market developments]_
|
||||
_Long-term Market Vision: [5+ year market outlook for {{research_topic}}]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Strategic Opportunities
|
||||
|
||||
[Market opportunity analysis and recommendations]
|
||||
_Emerging Opportunities: [New market opportunities and their potential]_
|
||||
_Innovation Opportunities: [Areas for market innovation and differentiation]_
|
||||
_Strategic Market Investments: [Recommended market investments and priorities]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 10. Market Research Methodology and Source Verification
|
||||
|
||||
### Comprehensive Market Source Documentation
|
||||
|
||||
[Complete documentation of all market research sources]
|
||||
_Primary Market Sources: [Key authoritative market sources used]_
|
||||
_Secondary Market Sources: [Supporting market research and analysis]_
|
||||
_Market Web Search Queries: [Complete list of market search queries used]_
|
||||
|
||||
### Market Research Quality Assurance
|
||||
|
||||
[Market research quality assurance and validation approach]
|
||||
_Market Source Verification: [All market claims verified with multiple sources]_
|
||||
_Market Confidence Levels: [Confidence assessments for uncertain market data]_
|
||||
_Market Research Limitations: [Market research limitations and areas for further investigation]_
|
||||
_Methodology Transparency: [Complete transparency about market research approach]_
|
||||
|
||||
## 11. Market Research Appendices and Additional Resources
|
||||
|
||||
### Detailed Market Data Tables
|
||||
|
||||
[Comprehensive market data tables supporting research findings]
|
||||
_Market Size Data: [Detailed market size and growth data tables]_
|
||||
_Customer Analysis Data: [Detailed customer behavior and segmentation data]_
|
||||
_Competitive Analysis Data: [Detailed competitor comparison and positioning data]_
|
||||
|
||||
### Market Resources and References
|
||||
|
||||
[Valuable market resources for continued research and implementation]
|
||||
_Market Research Reports: [Authoritative market research reports and publications]_
|
||||
_Industry Associations: [Key industry organizations and market resources]_
|
||||
_Market Analysis Tools: [Tools and resources for ongoing market analysis]_
|
||||
|
||||
---
|
||||
|
||||
## Market Research Conclusion
|
||||
|
||||
### Summary of Key Market Findings
|
||||
|
||||
[Comprehensive summary of the most important market research findings]
|
||||
|
||||
### Strategic Market Impact Assessment
|
||||
|
||||
[Assessment of market implications for {{research_topic}}]
|
||||
|
||||
### Next Steps Market Recommendations
|
||||
|
||||
[Specific next steps for leveraging this market research]
|
||||
|
||||
---
|
||||
|
||||
**Market Research Completion Date:** {{date}}
|
||||
**Research Period:** current comprehensive market analysis
|
||||
**Document Length:** As needed for comprehensive market coverage
|
||||
**Source Verification:** All market facts cited with current sources
|
||||
**Market Confidence Level:** High - based on multiple authoritative market sources
|
||||
|
||||
_This comprehensive market research document serves as an authoritative market reference on {{research_topic}} and provides strategic market insights for informed decision-making._
|
||||
```
|
||||
|
||||
### 5. Present Complete Market Research Document and Final Option
|
||||
|
||||
**Market Research Document Completion Presentation:**
|
||||
|
||||
"I've completed the **comprehensive market research document synthesis** for **{{research_topic}}**, producing an authoritative market research document with:
|
||||
|
||||
**Document Features:**
|
||||
|
||||
- **Compelling Market Introduction**: Engaging opening that establishes market research significance
|
||||
- **Comprehensive Market TOC**: Complete navigation structure for market reference
|
||||
- **Exhaustive Market Research Coverage**: All market aspects of {{research_topic}} thoroughly analyzed
|
||||
- **Executive Market Summary**: Key market findings and strategic implications highlighted
|
||||
- **Strategic Market Recommendations**: Actionable market insights based on comprehensive research
|
||||
- **Complete Market Source Citations**: Every market claim verified with current sources
|
||||
|
||||
**Market Research Completeness:**
|
||||
|
||||
- Market analysis and dynamics fully documented
|
||||
- Customer insights and behavior analysis comprehensively covered
|
||||
- Competitive landscape and positioning detailed
|
||||
- Strategic market recommendations and implementation guidance provided
|
||||
|
||||
**Document Standards Met:**
|
||||
|
||||
- Exhaustive market research with no critical gaps
|
||||
- Professional market structure and compelling narrative
|
||||
- As long as needed for comprehensive market coverage
|
||||
- Multiple independent sources for all market claims
|
||||
- current market data throughout with proper citations
|
||||
|
||||
**Ready to complete this comprehensive market research document?**
|
||||
[C] Complete Research - Save final comprehensive market research document
|
||||
|
||||
### 6. Handle Complete Selection
|
||||
|
||||
#### If 'C' (Complete Research):
|
||||
|
||||
- Append the final content to the research document
|
||||
- Update frontmatter: `stepsCompleted: [1, 2, 3, 4]`
|
||||
- Complete the market research workflow
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the content directly to the research document using the structure from step 4.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Compelling market introduction with research significance
|
||||
✅ Comprehensive market table of contents with complete document structure
|
||||
✅ Exhaustive market research coverage across all market aspects
|
||||
✅ Executive market summary with key findings and strategic implications
|
||||
✅ Strategic market recommendations grounded in comprehensive research
|
||||
✅ Complete market source verification with current citations
|
||||
✅ Professional market document structure and compelling narrative
|
||||
✅ [C] complete option presented and handled correctly
|
||||
✅ Market research workflow completed with comprehensive document
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Not producing compelling market introduction
|
||||
❌ Missing comprehensive market table of contents
|
||||
❌ Incomplete market research coverage across market aspects
|
||||
❌ Not providing executive market summary with key findings
|
||||
❌ Missing strategic market recommendations based on research
|
||||
❌ Relying solely on training data without web verification for current facts
|
||||
❌ Producing market document without professional structure
|
||||
❌ Not presenting completion option for final market document
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## STRATEGIC RESEARCH PROTOCOLS:
|
||||
|
||||
- Search for current market strategy frameworks and best practices
|
||||
- Research successful market entry cases and approaches
|
||||
- Identify risk management methodologies and frameworks
|
||||
- Research implementation planning and execution strategies
|
||||
- Consider market timing and readiness factors
|
||||
|
||||
## COMPREHENSIVE MARKET DOCUMENT STANDARDS:
|
||||
|
||||
This step ensures the final market research document:
|
||||
|
||||
- Serves as an authoritative market reference on {{research_topic}}
|
||||
- Provides strategic market insights for informed decision-making
|
||||
- Includes comprehensive market coverage with no gaps
|
||||
- Maintains rigorous market source verification standards
|
||||
- Delivers strategic market insights and actionable recommendations
|
||||
- Meets professional market research document quality standards
|
||||
|
||||
## MARKET RESEARCH WORKFLOW COMPLETION:
|
||||
|
||||
When 'C' is selected:
|
||||
|
||||
- All market research steps completed (1-4)
|
||||
- Comprehensive market research document generated
|
||||
- Professional market document structure with intro, TOC, and summary
|
||||
- All market sections appended with source citations
|
||||
- Market research workflow status updated to complete
|
||||
- Final comprehensive market research document delivered to user
|
||||
|
||||
## FINAL MARKET DELIVERABLE:
|
||||
|
||||
Complete authoritative market research document on {{research_topic}} that:
|
||||
|
||||
- Establishes professional market credibility through comprehensive research
|
||||
- Provides strategic market insights for informed decision-making
|
||||
- Serves as market reference document for continued use
|
||||
- Maintains highest market research quality standards with current verification
|
||||
|
||||
## NEXT STEPS:
|
||||
|
||||
Comprehensive market research workflow complete. User may:
|
||||
|
||||
- Use market research document to inform business strategies and decisions
|
||||
- Conduct additional market research on specific segments or opportunities
|
||||
- Combine market research with other research types for comprehensive insights
|
||||
- Move forward with implementation based on strategic market recommendations
|
||||
|
||||
Congratulations on completing comprehensive market research with professional documentation! 🎉
|
||||
29
_bmad/bmm/workflows/1-analysis/research/research.template.md
Normal file
29
_bmad/bmm/workflows/1-analysis/research/research.template.md
Normal file
@@ -0,0 +1,29 @@
|
||||
---
|
||||
stepsCompleted: []
|
||||
inputDocuments: []
|
||||
workflowType: 'research'
|
||||
lastStep: 1
|
||||
research_type: '{{research_type}}'
|
||||
research_topic: '{{research_topic}}'
|
||||
research_goals: '{{research_goals}}'
|
||||
user_name: '{{user_name}}'
|
||||
date: '{{date}}'
|
||||
web_research_enabled: true
|
||||
source_verification: true
|
||||
---
|
||||
|
||||
# Research Report: {{research_type}}
|
||||
|
||||
**Date:** {{date}}
|
||||
**Author:** {{user_name}}
|
||||
**Research Type:** {{research_type}}
|
||||
|
||||
---
|
||||
|
||||
## Research Overview
|
||||
|
||||
[Research overview and methodology will be appended here]
|
||||
|
||||
---
|
||||
|
||||
<!-- Content will be appended sequentially through research workflow steps -->
|
||||
@@ -0,0 +1,137 @@
|
||||
# Technical Research Step 1: Technical Research Scope Confirmation
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without user confirmation
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ FOCUS EXCLUSIVELY on confirming technical research scope and approach
|
||||
- 📋 YOU ARE A TECHNICAL RESEARCH PLANNER, not content generator
|
||||
- 💬 ACKNOWLEDGE and CONFIRM understanding of technical research goals
|
||||
- 🔍 This is SCOPE CONFIRMATION ONLY - no web research yet
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show your analysis before taking any action
|
||||
- ⚠️ Present [C] continue option after scope confirmation
|
||||
- 💾 ONLY proceed when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Research type = "technical" is already set
|
||||
- **Research topic = "{{research_topic}}"** - discovered from initial discussion
|
||||
- **Research goals = "{{research_goals}}"** - captured from initial discussion
|
||||
- Focus on technical architecture and implementation research
|
||||
- Web search is required to verify and supplement your knowledge with current facts
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Confirm technical research scope and approach for **{{research_topic}}** with the user's goals in mind.
|
||||
|
||||
## TECHNICAL SCOPE CONFIRMATION:
|
||||
|
||||
### 1. Begin Scope Confirmation
|
||||
|
||||
Start with technical scope understanding:
|
||||
"I understand you want to conduct **technical research** for **{{research_topic}}** with these goals: {{research_goals}}
|
||||
|
||||
**Technical Research Scope:**
|
||||
|
||||
- **Architecture Analysis**: System design patterns, frameworks, and architectural decisions
|
||||
- **Implementation Approaches**: Development methodologies, coding patterns, and best practices
|
||||
- **Technology Stack**: Languages, frameworks, tools, and platforms relevant to {{research_topic}}
|
||||
- **Integration Patterns**: APIs, communication protocols, and system interoperability
|
||||
- **Performance Considerations**: Scalability, optimization, and performance patterns
|
||||
|
||||
**Research Approach:**
|
||||
|
||||
- Current web data with rigorous source verification
|
||||
- Multi-source validation for critical technical claims
|
||||
- Confidence levels for uncertain technical information
|
||||
- Comprehensive technical coverage with architecture-specific insights
|
||||
|
||||
### 2. Scope Confirmation
|
||||
|
||||
Present clear scope confirmation:
|
||||
"**Technical Research Scope Confirmation:**
|
||||
|
||||
For **{{research_topic}}**, I will research:
|
||||
|
||||
✅ **Architecture Analysis** - design patterns, frameworks, system architecture
|
||||
✅ **Implementation Approaches** - development methodologies, coding patterns
|
||||
✅ **Technology Stack** - languages, frameworks, tools, platforms
|
||||
✅ **Integration Patterns** - APIs, protocols, interoperability
|
||||
✅ **Performance Considerations** - scalability, optimization, patterns
|
||||
|
||||
**All claims verified against current public sources.**
|
||||
|
||||
**Does this technical research scope and approach align with your goals?**
|
||||
[C] Continue - Begin technical research with this scope
|
||||
|
||||
### 3. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- Document scope confirmation in research file
|
||||
- Update frontmatter: `stepsCompleted: [1]`
|
||||
- Load: `./step-02-technical-overview.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append scope confirmation:
|
||||
|
||||
```markdown
|
||||
## Technical Research Scope Confirmation
|
||||
|
||||
**Research Topic:** {{research_topic}}
|
||||
**Research Goals:** {{research_goals}}
|
||||
|
||||
**Technical Research Scope:**
|
||||
|
||||
- Architecture Analysis - design patterns, frameworks, system architecture
|
||||
- Implementation Approaches - development methodologies, coding patterns
|
||||
- Technology Stack - languages, frameworks, tools, platforms
|
||||
- Integration Patterns - APIs, protocols, interoperability
|
||||
- Performance Considerations - scalability, optimization, patterns
|
||||
|
||||
**Research Methodology:**
|
||||
|
||||
- Current web data with rigorous source verification
|
||||
- Multi-source validation for critical technical claims
|
||||
- Confidence level framework for uncertain information
|
||||
- Comprehensive technical coverage with architecture-specific insights
|
||||
|
||||
**Scope Confirmed:** {{date}}
|
||||
```
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Technical research scope clearly confirmed with user
|
||||
✅ All technical analysis areas identified and explained
|
||||
✅ Research methodology emphasized
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Scope confirmation documented when user proceeds
|
||||
✅ Proper routing to next technical research step
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Not clearly confirming technical research scope with user
|
||||
❌ Missing critical technical analysis areas
|
||||
❌ Not explaining that web search is required for current facts
|
||||
❌ Not presenting [C] continue option
|
||||
❌ Proceeding without user scope confirmation
|
||||
❌ Not routing to next technical research step
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user selects 'C', load `./step-02-technical-overview.md` to begin technology stack analysis.
|
||||
|
||||
Remember: This is SCOPE CONFIRMATION ONLY - no actual technical research yet, just confirming the research approach and scope!
|
||||
@@ -0,0 +1,239 @@
|
||||
# Technical Research Step 2: Technology Stack Analysis
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ Search the web to verify and supplement your knowledge with current facts
|
||||
- 📋 YOU ARE A TECHNOLOGY STACK ANALYST, not content generator
|
||||
- 💬 FOCUS on languages, frameworks, tools, and platforms
|
||||
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
|
||||
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] continue option after technology stack content generation
|
||||
- 📝 WRITE TECHNOLOGY STACK ANALYSIS TO DOCUMENT IMMEDIATELY
|
||||
- 💾 ONLY proceed when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from step-01 are available
|
||||
- **Research topic = "{{research_topic}}"** - established from initial discussion
|
||||
- **Research goals = "{{research_goals}}"** - established from initial discussion
|
||||
- Focus on languages, frameworks, tools, and platforms
|
||||
- Web search capabilities with source verification are enabled
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct technology stack analysis focusing on languages, frameworks, tools, and platforms. Search the web to verify and supplement current facts.
|
||||
|
||||
## TECHNOLOGY STACK ANALYSIS SEQUENCE:
|
||||
|
||||
### 1. Begin Technology Stack Analysis
|
||||
|
||||
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different technology stack areas simultaneously and thoroughly.
|
||||
|
||||
Start with technology stack research approach:
|
||||
"Now I'll conduct **technology stack analysis** for **{{research_topic}}** to understand the technology landscape.
|
||||
|
||||
**Technology Stack Focus:**
|
||||
|
||||
- Programming languages and their evolution
|
||||
- Development frameworks and libraries
|
||||
- Database and storage technologies
|
||||
- Development tools and platforms
|
||||
- Cloud infrastructure and deployment platforms
|
||||
|
||||
**Let me search for current technology stack insights.**"
|
||||
|
||||
### 2. Parallel Technology Stack Research Execution
|
||||
|
||||
**Execute multiple web searches simultaneously:**
|
||||
|
||||
Search the web: "{{research_topic}} programming languages frameworks"
|
||||
Search the web: "{{research_topic}} development tools platforms"
|
||||
Search the web: "{{research_topic}} database storage technologies"
|
||||
Search the web: "{{research_topic}} cloud infrastructure platforms"
|
||||
|
||||
**Analysis approach:**
|
||||
|
||||
- Look for recent technology trend reports and developer surveys
|
||||
- Search for technology documentation and best practices
|
||||
- Research open-source projects and their technology choices
|
||||
- Analyze technology adoption patterns and migration trends
|
||||
- Study platform and tool evolution in the domain
|
||||
|
||||
### 3. Analyze and Aggregate Results
|
||||
|
||||
**Collect and analyze findings from all parallel searches:**
|
||||
|
||||
"After executing comprehensive parallel web searches, let me analyze and aggregate technology stack findings:
|
||||
|
||||
**Research Coverage:**
|
||||
|
||||
- Programming languages and frameworks analysis
|
||||
- Development tools and platforms evaluation
|
||||
- Database and storage technologies assessment
|
||||
- Cloud infrastructure and deployment platform analysis
|
||||
|
||||
**Cross-Technology Analysis:**
|
||||
[Identify patterns connecting language choices, frameworks, and platform decisions]
|
||||
|
||||
**Quality Assessment:**
|
||||
[Overall confidence levels and research gaps identified]"
|
||||
|
||||
### 4. Generate Technology Stack Content
|
||||
|
||||
**WRITE IMMEDIATELY TO DOCUMENT**
|
||||
|
||||
Prepare technology stack analysis with web search citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Technology Stack Analysis
|
||||
|
||||
### Programming Languages
|
||||
|
||||
[Programming languages analysis with source citations]
|
||||
_Popular Languages: [Most widely used languages for {{research_topic}}]_
|
||||
_Emerging Languages: [Growing languages gaining adoption]_
|
||||
_Language Evolution: [How language preferences are changing]_
|
||||
_Performance Characteristics: [Language performance and suitability]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Development Frameworks and Libraries
|
||||
|
||||
[Frameworks analysis with source citations]
|
||||
_Major Frameworks: [Dominant frameworks and their use cases]_
|
||||
_Micro-frameworks: [Lightweight options and specialized libraries]_
|
||||
_Evolution Trends: [How frameworks are evolving and changing]_
|
||||
_Ecosystem Maturity: [Library availability and community support]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Database and Storage Technologies
|
||||
|
||||
[Database analysis with source citations]
|
||||
_Relational Databases: [Traditional SQL databases and their evolution]_
|
||||
_NoSQL Databases: [Document, key-value, graph, and other NoSQL options]_
|
||||
_In-Memory Databases: [Redis, Memcached, and performance-focused solutions]_
|
||||
_Data Warehousing: [Analytics and big data storage solutions]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Development Tools and Platforms
|
||||
|
||||
[Tools and platforms analysis with source citations]
|
||||
_IDE and Editors: [Development environments and their evolution]_
|
||||
_Version Control: [Git and related development tools]_
|
||||
_Build Systems: [Compilation, packaging, and automation tools]_
|
||||
_Testing Frameworks: [Unit testing, integration testing, and QA tools]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Cloud Infrastructure and Deployment
|
||||
|
||||
[Cloud platforms analysis with source citations]
|
||||
_Major Cloud Providers: [AWS, Azure, GCP and their services]_
|
||||
_Container Technologies: [Docker, Kubernetes, and orchestration]_
|
||||
_Serverless Platforms: [FaaS and event-driven computing]_
|
||||
_CDN and Edge Computing: [Content delivery and distributed computing]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Technology Adoption Trends
|
||||
|
||||
[Adoption trends analysis with source citations]
|
||||
_Migration Patterns: [How technology choices are evolving]_
|
||||
_Emerging Technologies: [New technologies gaining traction]_
|
||||
_Legacy Technology: [Older technologies being phased out]_
|
||||
_Community Trends: [Developer preferences and open-source adoption]_
|
||||
_Source: [URL]_
|
||||
```
|
||||
|
||||
### 5. Present Analysis and Continue Option
|
||||
|
||||
**Show analysis and present continue option:**
|
||||
|
||||
"I've completed **technology stack analysis** of the technology landscape for {{research_topic}}.
|
||||
|
||||
**Key Technology Stack Findings:**
|
||||
|
||||
- Programming languages and frameworks thoroughly analyzed
|
||||
- Database and storage technologies evaluated
|
||||
- Development tools and platforms documented
|
||||
- Cloud infrastructure and deployment options mapped
|
||||
- Technology adoption trends identified
|
||||
|
||||
**Ready to proceed to integration patterns analysis?**
|
||||
[C] Continue - Save this to document and proceed to integration patterns
|
||||
|
||||
### 6. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- **CONTENT ALREADY WRITTEN TO DOCUMENT**
|
||||
- Update frontmatter: `stepsCompleted: [1, 2]`
|
||||
- Load: `./step-03-integration-patterns.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
Content is already written to document when generated in step 4. No additional append needed.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Programming languages and frameworks thoroughly analyzed
|
||||
✅ Database and storage technologies evaluated
|
||||
✅ Development tools and platforms documented
|
||||
✅ Cloud infrastructure and deployment options mapped
|
||||
✅ Technology adoption trends identified
|
||||
✅ Content written immediately to document
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Proper routing to next step (integration patterns)
|
||||
✅ Research goals alignment maintained
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Relying solely on training data without web verification for current facts
|
||||
|
||||
❌ Missing critical programming languages or frameworks
|
||||
❌ Incomplete database and storage technology analysis
|
||||
❌ Not identifying development tools and platforms
|
||||
❌ Not writing content immediately to document
|
||||
❌ Not presenting [C] continue option after content generation
|
||||
❌ Not routing to integration patterns step
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## TECHNOLOGY STACK RESEARCH PROTOCOLS:
|
||||
|
||||
- Research technology trend reports and developer surveys
|
||||
- Use technology documentation and best practices guides
|
||||
- Analyze open-source projects and their technology choices
|
||||
- Study technology adoption patterns and migration trends
|
||||
- Focus on current technology data
|
||||
- Present conflicting information when sources disagree
|
||||
- Apply confidence levels appropriately
|
||||
|
||||
## TECHNOLOGY STACK ANALYSIS STANDARDS:
|
||||
|
||||
- Always cite URLs for web search results
|
||||
- Use authoritative technology research sources
|
||||
- Note data currency and potential limitations
|
||||
- Present multiple perspectives when sources conflict
|
||||
- Apply confidence levels to uncertain data
|
||||
- Focus on actionable technology insights
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user selects 'C', load `./step-03-integration-patterns.md` to analyze APIs, communication protocols, and system interoperability for {{research_topic}}.
|
||||
|
||||
Remember: Always write research content to document immediately and emphasize current technology data with rigorous source verification!
|
||||
@@ -0,0 +1,248 @@
|
||||
# Technical Research Step 3: Integration Patterns
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ Search the web to verify and supplement your knowledge with current facts
|
||||
- 📋 YOU ARE AN INTEGRATION ANALYST, not content generator
|
||||
- 💬 FOCUS on APIs, protocols, and system interoperability
|
||||
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
|
||||
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] continue option after integration patterns content generation
|
||||
- 📝 WRITE INTEGRATION PATTERNS ANALYSIS TO DOCUMENT IMMEDIATELY
|
||||
- 💾 ONLY proceed when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- **Research topic = "{{research_topic}}"** - established from initial discussion
|
||||
- **Research goals = "{{research_goals}}"** - established from initial discussion
|
||||
- Focus on APIs, protocols, and system interoperability
|
||||
- Web search capabilities with source verification are enabled
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct integration patterns analysis focusing on APIs, communication protocols, and system interoperability. Search the web to verify and supplement current facts.
|
||||
|
||||
## INTEGRATION PATTERNS ANALYSIS SEQUENCE:
|
||||
|
||||
### 1. Begin Integration Patterns Analysis
|
||||
|
||||
**UTILIZE SUBPROCESSES AND SUBAGENTS**: Use research subagents, subprocesses or parallel processing if available to thoroughly analyze different integration areas simultaneously and thoroughly.
|
||||
|
||||
Start with integration patterns research approach:
|
||||
"Now I'll conduct **integration patterns analysis** for **{{research_topic}}** to understand system integration approaches.
|
||||
|
||||
**Integration Patterns Focus:**
|
||||
|
||||
- API design patterns and protocols
|
||||
- Communication protocols and data formats
|
||||
- System interoperability approaches
|
||||
- Microservices integration patterns
|
||||
- Event-driven architectures and messaging
|
||||
|
||||
**Let me search for current integration patterns insights.**"
|
||||
|
||||
### 2. Parallel Integration Patterns Research Execution
|
||||
|
||||
**Execute multiple web searches simultaneously:**
|
||||
|
||||
Search the web: "{{research_topic}} API design patterns protocols"
|
||||
Search the web: "{{research_topic}} communication protocols data formats"
|
||||
Search the web: "{{research_topic}} system interoperability integration"
|
||||
Search the web: "{{research_topic}} microservices integration patterns"
|
||||
|
||||
**Analysis approach:**
|
||||
|
||||
- Look for recent API design guides and best practices
|
||||
- Search for communication protocol documentation and standards
|
||||
- Research integration platform and middleware solutions
|
||||
- Analyze microservices architecture patterns and approaches
|
||||
- Study event-driven systems and messaging patterns
|
||||
|
||||
### 3. Analyze and Aggregate Results
|
||||
|
||||
**Collect and analyze findings from all parallel searches:**
|
||||
|
||||
"After executing comprehensive parallel web searches, let me analyze and aggregate integration patterns findings:
|
||||
|
||||
**Research Coverage:**
|
||||
|
||||
- API design patterns and protocols analysis
|
||||
- Communication protocols and data formats evaluation
|
||||
- System interoperability approaches assessment
|
||||
- Microservices integration patterns documentation
|
||||
|
||||
**Cross-Integration Analysis:**
|
||||
[Identify patterns connecting API choices, communication protocols, and system design]
|
||||
|
||||
**Quality Assessment:**
|
||||
[Overall confidence levels and research gaps identified]"
|
||||
|
||||
### 4. Generate Integration Patterns Content
|
||||
|
||||
**WRITE IMMEDIATELY TO DOCUMENT**
|
||||
|
||||
Prepare integration patterns analysis with web search citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Integration Patterns Analysis
|
||||
|
||||
### API Design Patterns
|
||||
|
||||
[API design patterns analysis with source citations]
|
||||
_RESTful APIs: [REST principles and best practices for {{research_topic}}]_
|
||||
_GraphQL APIs: [GraphQL adoption and implementation patterns]_
|
||||
_RPC and gRPC: [High-performance API communication patterns]_
|
||||
_Webhook Patterns: [Event-driven API integration approaches]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Communication Protocols
|
||||
|
||||
[Communication protocols analysis with source citations]
|
||||
_HTTP/HTTPS Protocols: [Web-based communication patterns and evolution]_
|
||||
_WebSocket Protocols: [Real-time communication and persistent connections]_
|
||||
_Message Queue Protocols: [AMQP, MQTT, and messaging patterns]_
|
||||
_grpc and Protocol Buffers: [High-performance binary communication protocols]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Data Formats and Standards
|
||||
|
||||
[Data formats analysis with source citations]
|
||||
_JSON and XML: [Structured data exchange formats and their evolution]_
|
||||
_Protobuf and MessagePack: [Efficient binary serialization formats]_
|
||||
_CSV and Flat Files: [Legacy data integration and bulk transfer patterns]_
|
||||
_Custom Data Formats: [Domain-specific data exchange standards]_
|
||||
_Source: [URL]_
|
||||
|
||||
### System Interoperability Approaches
|
||||
|
||||
[Interoperability analysis with source citations]
|
||||
_Point-to-Point Integration: [Direct system-to-system communication patterns]_
|
||||
_API Gateway Patterns: [Centralized API management and routing]_
|
||||
_Service Mesh: [Service-to-service communication and observability]_
|
||||
_Enterprise Service Bus: [Traditional enterprise integration patterns]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Microservices Integration Patterns
|
||||
|
||||
[Microservices integration analysis with source citations]
|
||||
_API Gateway Pattern: [External API management and routing]_
|
||||
_Service Discovery: [Dynamic service registration and discovery]_
|
||||
_Circuit Breaker Pattern: [Fault tolerance and resilience patterns]_
|
||||
_Saga Pattern: [Distributed transaction management]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Event-Driven Integration
|
||||
|
||||
[Event-driven analysis with source citations]
|
||||
_Publish-Subscribe Patterns: [Event broadcasting and subscription models]_
|
||||
_Event Sourcing: [Event-based state management and persistence]_
|
||||
_Message Broker Patterns: [RabbitMQ, Kafka, and message routing]_
|
||||
_CQRS Patterns: [Command Query Responsibility Segregation]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Integration Security Patterns
|
||||
|
||||
[Security patterns analysis with source citations]
|
||||
_OAuth 2.0 and JWT: [API authentication and authorization patterns]_
|
||||
_API Key Management: [Secure API access and key rotation]_
|
||||
_Mutual TLS: [Certificate-based service authentication]_
|
||||
_Data Encryption: [Secure data transmission and storage]_
|
||||
_Source: [URL]_
|
||||
```
|
||||
|
||||
### 5. Present Analysis and Continue Option
|
||||
|
||||
**Show analysis and present continue option:**
|
||||
|
||||
"I've completed **integration patterns analysis** of system integration approaches for {{research_topic}}.
|
||||
|
||||
**Key Integration Patterns Findings:**
|
||||
|
||||
- API design patterns and protocols thoroughly analyzed
|
||||
- Communication protocols and data formats evaluated
|
||||
- System interoperability approaches documented
|
||||
- Microservices integration patterns mapped
|
||||
- Event-driven integration strategies identified
|
||||
|
||||
**Ready to proceed to architectural patterns analysis?**
|
||||
[C] Continue - Save this to document and proceed to architectural patterns
|
||||
|
||||
### 6. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- **CONTENT ALREADY WRITTEN TO DOCUMENT**
|
||||
- Update frontmatter: `stepsCompleted: [1, 2, 3]`
|
||||
- Load: `./step-04-architectural-patterns.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
Content is already written to document when generated in step 4. No additional append needed.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ API design patterns and protocols thoroughly analyzed
|
||||
✅ Communication protocols and data formats evaluated
|
||||
✅ System interoperability approaches documented
|
||||
✅ Microservices integration patterns mapped
|
||||
✅ Event-driven integration strategies identified
|
||||
✅ Content written immediately to document
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Proper routing to next step (architectural patterns)
|
||||
✅ Research goals alignment maintained
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Relying solely on training data without web verification for current facts
|
||||
|
||||
❌ Missing critical API design patterns or protocols
|
||||
❌ Incomplete communication protocols analysis
|
||||
❌ Not identifying system interoperability approaches
|
||||
❌ Not writing content immediately to document
|
||||
❌ Not presenting [C] continue option after content generation
|
||||
❌ Not routing to architectural patterns step
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## INTEGRATION PATTERNS RESEARCH PROTOCOLS:
|
||||
|
||||
- Research API design guides and best practices documentation
|
||||
- Use communication protocol specifications and standards
|
||||
- Analyze integration platform and middleware solutions
|
||||
- Study microservices architecture patterns and case studies
|
||||
- Focus on current integration data
|
||||
- Present conflicting information when sources disagree
|
||||
- Apply confidence levels appropriately
|
||||
|
||||
## INTEGRATION PATTERNS ANALYSIS STANDARDS:
|
||||
|
||||
- Always cite URLs for web search results
|
||||
- Use authoritative integration research sources
|
||||
- Note data currency and potential limitations
|
||||
- Present multiple perspectives when sources conflict
|
||||
- Apply confidence levels to uncertain data
|
||||
- Focus on actionable integration insights
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user selects 'C', load `./step-04-architectural-patterns.md` to analyze architectural patterns, design decisions, and system structures for {{research_topic}}.
|
||||
|
||||
Remember: Always write research content to document immediately and emphasize current integration data with rigorous source verification!
|
||||
@@ -0,0 +1,202 @@
|
||||
# Technical Research Step 4: Architectural Patterns
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ Search the web to verify and supplement your knowledge with current facts
|
||||
- 📋 YOU ARE A SYSTEMS ARCHITECT, not content generator
|
||||
- 💬 FOCUS on architectural patterns and design decisions
|
||||
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
|
||||
- 📝 WRITE CONTENT IMMEDIATELY TO DOCUMENT
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] continue option after architectural patterns content generation
|
||||
- 📝 WRITE ARCHITECTURAL PATTERNS ANALYSIS TO DOCUMENT IMMEDIATELY
|
||||
- 💾 ONLY proceed when user chooses C (Continue)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4]` before loading next step
|
||||
- 🚫 FORBIDDEN to load next step until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- **Research topic = "{{research_topic}}"** - established from initial discussion
|
||||
- **Research goals = "{{research_goals}}"** - established from initial discussion
|
||||
- Focus on architectural patterns and design decisions
|
||||
- Web search capabilities with source verification are enabled
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct comprehensive architectural patterns analysis with emphasis on design decisions and implementation approaches for {{research_topic}}.
|
||||
|
||||
## ARCHITECTURAL PATTERNS SEQUENCE:
|
||||
|
||||
### 1. Begin Architectural Patterns Analysis
|
||||
|
||||
Start with architectural research approach:
|
||||
"Now I'll focus on **architectural patterns and design decisions** for effective architecture approaches for [technology/domain].
|
||||
|
||||
**Architectural Patterns Focus:**
|
||||
|
||||
- System architecture patterns and their trade-offs
|
||||
- Design principles and best practices
|
||||
- Scalability and maintainability considerations
|
||||
- Integration and communication patterns
|
||||
- Security and performance architectural considerations
|
||||
|
||||
**Let me search for current architectural patterns and approaches.**"
|
||||
|
||||
### 2. Web Search for System Architecture Patterns
|
||||
|
||||
Search for current architecture patterns:
|
||||
Search the web: "system architecture patterns best practices"
|
||||
|
||||
**Architecture focus:**
|
||||
|
||||
- Microservices, monolithic, and serverless patterns
|
||||
- Event-driven and reactive architectures
|
||||
- Domain-driven design patterns
|
||||
- Cloud-native and edge architecture patterns
|
||||
|
||||
### 3. Web Search for Design Principles
|
||||
|
||||
Search for current design principles:
|
||||
Search the web: "software design principles patterns"
|
||||
|
||||
**Design focus:**
|
||||
|
||||
- SOLID principles and their application
|
||||
- Clean architecture and hexagonal architecture
|
||||
- API design and GraphQL vs REST patterns
|
||||
- Database design and data architecture patterns
|
||||
|
||||
### 4. Web Search for Scalability Patterns
|
||||
|
||||
Search for current scalability approaches:
|
||||
Search the web: "scalability architecture patterns"
|
||||
|
||||
**Scalability focus:**
|
||||
|
||||
- Horizontal vs vertical scaling patterns
|
||||
- Load balancing and caching strategies
|
||||
- Distributed systems and consensus patterns
|
||||
- Performance optimization techniques
|
||||
|
||||
### 5. Generate Architectural Patterns Content
|
||||
|
||||
Prepare architectural analysis with web search citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Architectural Patterns and Design
|
||||
|
||||
### System Architecture Patterns
|
||||
|
||||
[System architecture patterns analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Design Principles and Best Practices
|
||||
|
||||
[Design principles analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Scalability and Performance Patterns
|
||||
|
||||
[Scalability patterns analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Integration and Communication Patterns
|
||||
|
||||
[Integration patterns analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Security Architecture Patterns
|
||||
|
||||
[Security patterns analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Data Architecture Patterns
|
||||
|
||||
[Data architecture analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Deployment and Operations Architecture
|
||||
|
||||
[Deployment architecture analysis with source citations]
|
||||
_Source: [URL]_
|
||||
```
|
||||
|
||||
### 6. Present Analysis and Continue Option
|
||||
|
||||
Show the generated architectural patterns and present continue option:
|
||||
"I've completed the **architectural patterns analysis** for effective architecture approaches.
|
||||
|
||||
**Key Architectural Findings:**
|
||||
|
||||
- System architecture patterns and trade-offs clearly mapped
|
||||
- Design principles and best practices thoroughly documented
|
||||
- Scalability and performance patterns identified
|
||||
- Integration and communication patterns analyzed
|
||||
- Security and data architecture considerations captured
|
||||
|
||||
**Ready to proceed to implementation research?**
|
||||
[C] Continue - Save this to the document and move to implementation research
|
||||
|
||||
### 7. Handle Continue Selection
|
||||
|
||||
#### If 'C' (Continue):
|
||||
|
||||
- Append the final content to the research document
|
||||
- Update frontmatter: `stepsCompleted: [1, 2, 3]`
|
||||
- Load: `./step-05-implementation-research.md`
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the content directly to the research document using the structure from step 5.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ System architecture patterns identified with current citations
|
||||
✅ Design principles clearly documented and analyzed
|
||||
✅ Scalability and performance patterns thoroughly mapped
|
||||
✅ Integration and communication patterns captured
|
||||
✅ Security and data architecture considerations analyzed
|
||||
✅ [C] continue option presented and handled correctly
|
||||
✅ Content properly appended to document when C selected
|
||||
✅ Proper routing to implementation research step
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Relying solely on training data without web verification for current facts
|
||||
|
||||
❌ Missing critical system architecture patterns
|
||||
❌ Not analyzing design trade-offs and considerations
|
||||
❌ Incomplete scalability or performance patterns analysis
|
||||
❌ Not presenting [C] continue option after content generation
|
||||
❌ Appending content without user selecting 'C'
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## ARCHITECTURAL RESEARCH PROTOCOLS:
|
||||
|
||||
- Search for architecture documentation and pattern catalogs
|
||||
- Use architectural conference proceedings and case studies
|
||||
- Research successful system architectures and their evolution
|
||||
- Note architectural decision records (ADRs) and rationales
|
||||
- Research architecture assessment and evaluation frameworks
|
||||
|
||||
## NEXT STEP:
|
||||
|
||||
After user selects 'C' and content is saved to document, load `./step-05-implementation-research.md` to focus on implementation approaches and technology adoption.
|
||||
|
||||
Remember: Always emphasize current architectural data and rigorous source verification!
|
||||
@@ -0,0 +1,239 @@
|
||||
# Technical Research Step 4: Implementation Research
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ Search the web to verify and supplement your knowledge with current facts
|
||||
- 📋 YOU ARE AN IMPLEMENTATION ENGINEER, not content generator
|
||||
- 💬 FOCUS on implementation approaches and technology adoption
|
||||
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] complete option after implementation research content generation
|
||||
- 💾 ONLY save when user chooses C (Complete)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4]` before completing workflow
|
||||
- 🚫 FORBIDDEN to complete workflow until C is selected
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- Focus on implementation approaches and technology adoption strategies
|
||||
- Web search capabilities with source verification are enabled
|
||||
- This is the final step in the technical research workflow
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Conduct comprehensive implementation research with emphasis on practical implementation approaches and technology adoption.
|
||||
|
||||
## IMPLEMENTATION RESEARCH SEQUENCE:
|
||||
|
||||
### 1. Begin Implementation Research
|
||||
|
||||
Start with implementation research approach:
|
||||
"Now I'll complete our technical research with **implementation approaches and technology adoption** analysis.
|
||||
|
||||
**Implementation Research Focus:**
|
||||
|
||||
- Technology adoption strategies and migration patterns
|
||||
- Development workflows and tooling ecosystems
|
||||
- Testing, deployment, and operational practices
|
||||
- Team organization and skill requirements
|
||||
- Cost optimization and resource management
|
||||
|
||||
**Let me search for current implementation and adoption strategies.**"
|
||||
|
||||
### 2. Web Search for Technology Adoption
|
||||
|
||||
Search for current adoption strategies:
|
||||
Search the web: "technology adoption strategies migration"
|
||||
|
||||
**Adoption focus:**
|
||||
|
||||
- Technology migration patterns and approaches
|
||||
- Gradual adoption vs big bang strategies
|
||||
- Legacy system modernization approaches
|
||||
- Vendor evaluation and selection criteria
|
||||
|
||||
### 3. Web Search for Development Workflows
|
||||
|
||||
Search for current development practices:
|
||||
Search the web: "software development workflows tooling"
|
||||
|
||||
**Workflow focus:**
|
||||
|
||||
- CI/CD pipelines and automation tools
|
||||
- Code quality and review processes
|
||||
- Testing strategies and frameworks
|
||||
- Collaboration and communication tools
|
||||
|
||||
### 4. Web Search for Operational Excellence
|
||||
|
||||
Search for current operational practices:
|
||||
Search the web: "DevOps operations best practices"
|
||||
|
||||
**Operations focus:**
|
||||
|
||||
- Monitoring and observability practices
|
||||
- Incident response and disaster recovery
|
||||
- Infrastructure as code and automation
|
||||
- Security operations and compliance automation
|
||||
|
||||
### 5. Generate Implementation Research Content
|
||||
|
||||
Prepare implementation analysis with web search citations:
|
||||
|
||||
#### Content Structure:
|
||||
|
||||
When saving to document, append these Level 2 and Level 3 sections:
|
||||
|
||||
```markdown
|
||||
## Implementation Approaches and Technology Adoption
|
||||
|
||||
### Technology Adoption Strategies
|
||||
|
||||
[Technology adoption analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Development Workflows and Tooling
|
||||
|
||||
[Development workflows analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Testing and Quality Assurance
|
||||
|
||||
[Testing approaches analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Deployment and Operations Practices
|
||||
|
||||
[Deployment practices analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Team Organization and Skills
|
||||
|
||||
[Team organization analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Cost Optimization and Resource Management
|
||||
|
||||
[Cost optimization analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
### Risk Assessment and Mitigation
|
||||
|
||||
[Risk mitigation analysis with source citations]
|
||||
_Source: [URL]_
|
||||
|
||||
## Technical Research Recommendations
|
||||
|
||||
### Implementation Roadmap
|
||||
|
||||
[Implementation roadmap recommendations]
|
||||
|
||||
### Technology Stack Recommendations
|
||||
|
||||
[Technology stack suggestions]
|
||||
|
||||
### Skill Development Requirements
|
||||
|
||||
[Skill development recommendations]
|
||||
|
||||
### Success Metrics and KPIs
|
||||
|
||||
[Success measurement framework]
|
||||
```
|
||||
|
||||
### 6. Present Analysis and Complete Option
|
||||
|
||||
Show the generated implementation research and present complete option:
|
||||
"I've completed the **implementation research and technology adoption** analysis, finalizing our comprehensive technical research.
|
||||
|
||||
**Implementation Highlights:**
|
||||
|
||||
- Technology adoption strategies and migration patterns documented
|
||||
- Development workflows and tooling ecosystems analyzed
|
||||
- Testing, deployment, and operational practices mapped
|
||||
- Team organization and skill requirements identified
|
||||
- Cost optimization and resource management strategies provided
|
||||
|
||||
**This completes our technical research covering:**
|
||||
|
||||
- Technical overview and landscape analysis
|
||||
- Architectural patterns and design decisions
|
||||
- Implementation approaches and technology adoption
|
||||
- Practical recommendations and implementation roadmap
|
||||
|
||||
**Ready to complete the technical research report?**
|
||||
[C] Complete Research - Save final document and conclude
|
||||
|
||||
### 7. Handle Complete Selection
|
||||
|
||||
#### If 'C' (Complete Research):
|
||||
|
||||
- Append the final content to the research document
|
||||
- Update frontmatter: `stepsCompleted: [1, 2, 3, 4]`
|
||||
- Complete the technical research workflow
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the content directly to the research document using the structure from step 5.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Technology adoption strategies identified with current citations
|
||||
✅ Development workflows and tooling thoroughly analyzed
|
||||
✅ Testing and deployment practices clearly documented
|
||||
✅ Team organization and skill requirements mapped
|
||||
✅ Cost optimization and risk mitigation strategies provided
|
||||
✅ [C] complete option presented and handled correctly
|
||||
✅ Content properly appended to document when C selected
|
||||
✅ Technical research workflow completed successfully
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Relying solely on training data without web verification for current facts
|
||||
|
||||
❌ Missing critical technology adoption strategies
|
||||
❌ Not providing practical implementation guidance
|
||||
❌ Incomplete development workflows or operational practices analysis
|
||||
❌ Not presenting completion option for research workflow
|
||||
❌ Appending content without user selecting 'C'
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## IMPLEMENTATION RESEARCH PROTOCOLS:
|
||||
|
||||
- Search for implementation case studies and success stories
|
||||
- Research technology migration patterns and lessons learned
|
||||
- Identify common implementation challenges and solutions
|
||||
- Research development tooling ecosystem evaluations
|
||||
- Analyze operational excellence frameworks and maturity models
|
||||
|
||||
## TECHNICAL RESEARCH WORKFLOW COMPLETION:
|
||||
|
||||
When 'C' is selected:
|
||||
|
||||
- All technical research steps completed
|
||||
- Comprehensive technical research document generated
|
||||
- All sections appended with source citations
|
||||
- Technical research workflow status updated
|
||||
- Final implementation recommendations provided to user
|
||||
|
||||
## NEXT STEPS:
|
||||
|
||||
Technical research workflow complete. User may:
|
||||
|
||||
- Use technical research to inform architecture decisions
|
||||
- Conduct additional research on specific technologies
|
||||
- Combine technical research with other research types for comprehensive insights
|
||||
- Move forward with implementation based on technical insights
|
||||
|
||||
Congratulations on completing comprehensive technical research! 🎉
|
||||
@@ -0,0 +1,486 @@
|
||||
# Technical Research Step 5: Technical Synthesis and Completion
|
||||
|
||||
## MANDATORY EXECUTION RULES (READ FIRST):
|
||||
|
||||
- 🛑 NEVER generate content without web search verification
|
||||
|
||||
- 📖 CRITICAL: ALWAYS read the complete step file before taking any action - partial understanding leads to incomplete decisions
|
||||
- 🔄 CRITICAL: When loading next step with 'C', ensure the entire file is read and understood before proceeding
|
||||
- ✅ Search the web to verify and supplement your knowledge with current facts
|
||||
- 📋 YOU ARE A TECHNICAL RESEARCH STRATEGIST, not content generator
|
||||
- 💬 FOCUS on comprehensive technical synthesis and authoritative conclusions
|
||||
- 🔍 WEB SEARCH REQUIRED - verify current facts against live sources
|
||||
- 📄 PRODUCE COMPREHENSIVE DOCUMENT with narrative intro, TOC, and summary
|
||||
- ✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`
|
||||
|
||||
## EXECUTION PROTOCOLS:
|
||||
|
||||
- 🎯 Show web search analysis before presenting findings
|
||||
- ⚠️ Present [C] complete option after synthesis content generation
|
||||
- 💾 ONLY save when user chooses C (Complete)
|
||||
- 📖 Update frontmatter `stepsCompleted: [1, 2, 3, 4, 5]` before completing workflow
|
||||
- 🚫 FORBIDDEN to complete workflow until C is selected
|
||||
- 📚 GENERATE COMPLETE DOCUMENT STRUCTURE with intro, TOC, and summary
|
||||
|
||||
## CONTEXT BOUNDARIES:
|
||||
|
||||
- Current document and frontmatter from previous steps are available
|
||||
- **Research topic = "{{research_topic}}"** - comprehensive technical analysis
|
||||
- **Research goals = "{{research_goals}}"** - achieved through exhaustive technical research
|
||||
- All technical research sections have been completed (overview, architecture, implementation)
|
||||
- Web search capabilities with source verification are enabled
|
||||
- This is the final synthesis step producing the complete technical research document
|
||||
|
||||
## YOUR TASK:
|
||||
|
||||
Produce a comprehensive, authoritative technical research document on **{{research_topic}}** with compelling narrative introduction, detailed TOC, and executive summary based on exhaustive technical research.
|
||||
|
||||
## COMPREHENSIVE TECHNICAL DOCUMENT SYNTHESIS:
|
||||
|
||||
### 1. Technical Document Structure Planning
|
||||
|
||||
**Complete Technical Research Document Structure:**
|
||||
|
||||
```markdown
|
||||
# [Compelling Technical Title]: Comprehensive {{research_topic}} Technical Research
|
||||
|
||||
## Executive Summary
|
||||
|
||||
[Brief compelling overview of key technical findings and strategic implications]
|
||||
|
||||
## Table of Contents
|
||||
|
||||
- Technical Research Introduction and Methodology
|
||||
- Technical Landscape and Architecture Analysis
|
||||
- Implementation Approaches and Best Practices
|
||||
- Technology Stack Evolution and Trends
|
||||
- Integration and Interoperability Patterns
|
||||
- Performance and Scalability Analysis
|
||||
- Security and Compliance Considerations
|
||||
- Strategic Technical Recommendations
|
||||
- Implementation Roadmap and Risk Assessment
|
||||
- Future Technical Outlook and Innovation Opportunities
|
||||
- Technical Research Methodology and Source Documentation
|
||||
- Technical Appendices and Reference Materials
|
||||
```
|
||||
|
||||
### 2. Generate Compelling Technical Introduction
|
||||
|
||||
**Technical Introduction Requirements:**
|
||||
|
||||
- Hook reader with compelling technical opening about {{research_topic}}
|
||||
- Establish technical research significance and current relevance
|
||||
- Outline comprehensive technical research methodology
|
||||
- Preview key technical findings and strategic implications
|
||||
- Set authoritative, technical expert tone
|
||||
|
||||
**Web Search for Technical Introduction Context:**
|
||||
Search the web: "{{research_topic}} technical significance importance"
|
||||
|
||||
### 3. Synthesize All Technical Research Sections
|
||||
|
||||
**Technical Section-by-Section Integration:**
|
||||
|
||||
- Combine technical overview from step-02
|
||||
- Integrate architectural patterns from step-03
|
||||
- Incorporate implementation research from step-04
|
||||
- Add cross-technical insights and connections
|
||||
- Ensure comprehensive technical coverage with no gaps
|
||||
|
||||
### 4. Generate Complete Technical Document Content
|
||||
|
||||
#### Final Technical Document Structure:
|
||||
|
||||
```markdown
|
||||
# [Compelling Title]: Comprehensive {{research_topic}} Technical Research
|
||||
|
||||
## Executive Summary
|
||||
|
||||
[2-3 paragraph compelling summary of the most critical technical findings and strategic implications for {{research_topic}} based on comprehensive current technical research]
|
||||
|
||||
**Key Technical Findings:**
|
||||
|
||||
- [Most significant architectural insights]
|
||||
- [Critical implementation considerations]
|
||||
- [Important technology trends]
|
||||
- [Strategic technical implications]
|
||||
|
||||
**Technical Recommendations:**
|
||||
|
||||
- [Top 3-5 actionable technical recommendations based on research]
|
||||
|
||||
## Table of Contents
|
||||
|
||||
1. Technical Research Introduction and Methodology
|
||||
2. {{research_topic}} Technical Landscape and Architecture Analysis
|
||||
3. Implementation Approaches and Best Practices
|
||||
4. Technology Stack Evolution and Current Trends
|
||||
5. Integration and Interoperability Patterns
|
||||
6. Performance and Scalability Analysis
|
||||
7. Security and Compliance Considerations
|
||||
8. Strategic Technical Recommendations
|
||||
9. Implementation Roadmap and Risk Assessment
|
||||
10. Future Technical Outlook and Innovation Opportunities
|
||||
11. Technical Research Methodology and Source Verification
|
||||
12. Technical Appendices and Reference Materials
|
||||
|
||||
## 1. Technical Research Introduction and Methodology
|
||||
|
||||
### Technical Research Significance
|
||||
|
||||
[Compelling technical narrative about why {{research_topic}} research is critical right now]
|
||||
_Technical Importance: [Strategic technical significance with current context]_
|
||||
_Business Impact: [Business implications of technical research]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Technical Research Methodology
|
||||
|
||||
[Comprehensive description of technical research approach including:]
|
||||
|
||||
- **Technical Scope**: [Comprehensive technical coverage areas]
|
||||
- **Data Sources**: [Authoritative technical sources and verification approach]
|
||||
- **Analysis Framework**: [Structured technical analysis methodology]
|
||||
- **Time Period**: [current focus and technical evolution context]
|
||||
- **Technical Depth**: [Level of technical detail and analysis]
|
||||
|
||||
### Technical Research Goals and Objectives
|
||||
|
||||
**Original Technical Goals:** {{research_goals}}
|
||||
|
||||
**Achieved Technical Objectives:**
|
||||
|
||||
- [Technical Goal 1 achievement with supporting evidence]
|
||||
- [Technical Goal 2 achievement with supporting evidence]
|
||||
- [Additional technical insights discovered during research]
|
||||
|
||||
## 2. {{research_topic}} Technical Landscape and Architecture Analysis
|
||||
|
||||
### Current Technical Architecture Patterns
|
||||
|
||||
[Comprehensive architectural analysis synthesized from step-03 with current context]
|
||||
_Dominant Patterns: [Current architectural approaches]_
|
||||
_Architectural Evolution: [Historical and current evolution patterns]_
|
||||
_Architectural Trade-offs: [Key architectural decisions and implications]_
|
||||
_Source: [URL]_
|
||||
|
||||
### System Design Principles and Best Practices
|
||||
|
||||
[Complete system design analysis]
|
||||
_Design Principles: [Core principles guiding {{research_topic}} implementations]_
|
||||
_Best Practice Patterns: [Industry-standard approaches and methodologies]_
|
||||
_Architectural Quality Attributes: [Performance, scalability, maintainability considerations]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 3. Implementation Approaches and Best Practices
|
||||
|
||||
### Current Implementation Methodologies
|
||||
|
||||
[Implementation analysis from step-04 with current context]
|
||||
_Development Approaches: [Current development methodologies and approaches]_
|
||||
_Code Organization Patterns: [Structural patterns and organization strategies]_
|
||||
_Quality Assurance Practices: [Testing, validation, and quality approaches]_
|
||||
_Deployment Strategies: [Current deployment and operations practices]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Implementation Framework and Tooling
|
||||
|
||||
[Comprehensive implementation framework analysis]
|
||||
_Development Frameworks: [Popular frameworks and their characteristics]_
|
||||
_Tool Ecosystem: [Development tools and platform considerations]_
|
||||
_Build and Deployment Systems: [CI/CD and automation approaches]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 4. Technology Stack Evolution and Current Trends
|
||||
|
||||
### Current Technology Stack Landscape
|
||||
|
||||
[Technology stack analysis from step-02 with current updates]
|
||||
_Programming Languages: [Current language trends and adoption patterns]_
|
||||
_Frameworks and Libraries: [Popular frameworks and their use cases]_
|
||||
_Database and Storage Technologies: [Current data storage and management trends]_
|
||||
_API and Communication Technologies: [Integration and communication patterns]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Technology Adoption Patterns
|
||||
|
||||
[Comprehensive technology adoption analysis]
|
||||
_Adoption Trends: [Technology adoption rates and patterns]_
|
||||
_Migration Patterns: [Technology migration and evolution trends]_
|
||||
_Emerging Technologies: [New technologies and their potential impact]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 5. Integration and Interoperability Patterns
|
||||
|
||||
### Current Integration Approaches
|
||||
|
||||
[Integration patterns analysis with current context]
|
||||
_API Design Patterns: [Current API design and implementation patterns]_
|
||||
_Service Integration: [Microservices and service integration approaches]_
|
||||
_Data Integration: [Data exchange and integration patterns]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Interoperability Standards and Protocols
|
||||
|
||||
[Comprehensive interoperability analysis]
|
||||
_Standards Compliance: [Industry standards and compliance requirements]_
|
||||
_Protocol Selection: [Communication protocols and selection criteria]_
|
||||
_Integration Challenges: [Common integration challenges and solutions]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 6. Performance and Scalability Analysis
|
||||
|
||||
### Performance Characteristics and Optimization
|
||||
|
||||
[Performance analysis based on research findings]
|
||||
_Performance Benchmarks: [Current performance characteristics and benchmarks]_
|
||||
_Optimization Strategies: [Performance optimization approaches and techniques]_
|
||||
_Monitoring and Measurement: [Performance monitoring and measurement practices]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Scalability Patterns and Approaches
|
||||
|
||||
[Comprehensive scalability analysis]
|
||||
_Scalability Patterns: [Architectural and design patterns for scalability]_
|
||||
_Capacity Planning: [Capacity planning and resource management approaches]_
|
||||
_Elasticity and Auto-scaling: [Dynamic scaling approaches and implementations]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 7. Security and Compliance Considerations
|
||||
|
||||
### Security Best Practices and Frameworks
|
||||
|
||||
[Security analysis with current context]
|
||||
_Security Frameworks: [Current security frameworks and best practices]_
|
||||
_Threat Landscape: [Current security threats and mitigation approaches]_
|
||||
_Secure Development Practices: [Secure coding and development lifecycle]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Compliance and Regulatory Considerations
|
||||
|
||||
[Comprehensive compliance analysis]
|
||||
_Industry Standards: [Relevant industry standards and compliance requirements]_
|
||||
_Regulatory Compliance: [Legal and regulatory considerations for {{research_topic}}]_
|
||||
_Audit and Governance: [Technical audit and governance practices]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 8. Strategic Technical Recommendations
|
||||
|
||||
### Technical Strategy and Decision Framework
|
||||
|
||||
[Strategic technical recommendations based on comprehensive research]
|
||||
_Architecture Recommendations: [Recommended architectural approaches and patterns]_
|
||||
_Technology Selection: [Recommended technology stack and selection criteria]_
|
||||
_Implementation Strategy: [Recommended implementation approaches and methodologies]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Competitive Technical Advantage
|
||||
|
||||
[Analysis of technical competitive positioning]
|
||||
_Technology Differentiation: [Technical approaches that provide competitive advantage]_
|
||||
_Innovation Opportunities: [Areas for technical innovation and differentiation]_
|
||||
_Strategic Technology Investments: [Recommended technology investments and priorities]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 9. Implementation Roadmap and Risk Assessment
|
||||
|
||||
### Technical Implementation Framework
|
||||
|
||||
[Comprehensive implementation guidance based on research findings]
|
||||
_Implementation Phases: [Recommended phased implementation approach]_
|
||||
_Technology Migration Strategy: [Approach for technology adoption and migration]_
|
||||
_Resource Planning: [Technical resources and capabilities planning]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Technical Risk Management
|
||||
|
||||
[Comprehensive technical risk assessment]
|
||||
_Technical Risks: [Major technical risks and mitigation strategies]_
|
||||
_Implementation Risks: [Risks associated with implementation and deployment]_
|
||||
_Business Impact Risks: [Technical risks and their business implications]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 10. Future Technical Outlook and Innovation Opportunities
|
||||
|
||||
### Emerging Technology Trends
|
||||
|
||||
[Forward-looking technical analysis based on comprehensive research]
|
||||
_Near-term Technical Evolution: [1-2 year technical development expectations]_
|
||||
_Medium-term Technology Trends: [3-5 year expected technical developments]_
|
||||
_Long-term Technical Vision: [5+ year technical outlook for {{research_topic}}]_
|
||||
_Source: [URL]_
|
||||
|
||||
### Innovation and Research Opportunities
|
||||
|
||||
[Technical innovation analysis and recommendations]
|
||||
_Research Opportunities: [Areas for technical research and innovation]_
|
||||
_Emerging Technology Adoption: [Potential new technologies and adoption timelines]_
|
||||
_Innovation Framework: [Approach for fostering technical innovation]_
|
||||
_Source: [URL]_
|
||||
|
||||
## 11. Technical Research Methodology and Source Verification
|
||||
|
||||
### Comprehensive Technical Source Documentation
|
||||
|
||||
[Complete documentation of all technical research sources]
|
||||
_Primary Technical Sources: [Key authoritative technical sources used]_
|
||||
_Secondary Technical Sources: [Supporting technical research and analysis]_
|
||||
_Technical Web Search Queries: [Complete list of technical search queries used]_
|
||||
|
||||
### Technical Research Quality Assurance
|
||||
|
||||
[Technical quality assurance and validation approach]
|
||||
_Technical Source Verification: [All technical claims verified with multiple sources]_
|
||||
_Technical Confidence Levels: [Confidence assessments for uncertain technical data]_
|
||||
_Technical Limitations: [Technical research limitations and areas for further investigation]_
|
||||
_Methodology Transparency: [Complete transparency about technical research approach]_
|
||||
|
||||
## 12. Technical Appendices and Reference Materials
|
||||
|
||||
### Detailed Technical Data Tables
|
||||
|
||||
[Comprehensive technical data tables supporting research findings]
|
||||
_Architectural Pattern Tables: [Detailed architectural pattern comparisons]_
|
||||
_Technology Stack Analysis: [Detailed technology evaluation and comparison data]_
|
||||
_Performance Benchmark Data: [Comprehensive performance measurement data]_
|
||||
|
||||
### Technical Resources and References
|
||||
|
||||
[Valuable technical resources for continued research and implementation]
|
||||
_Technical Standards: [Relevant technical standards and specifications]_
|
||||
_Open Source Projects: [Key open source projects and communities]_
|
||||
_Research Papers and Publications: [Academic and industry research sources]_
|
||||
_Technical Communities: [Professional networks and technical communities]_
|
||||
|
||||
---
|
||||
|
||||
## Technical Research Conclusion
|
||||
|
||||
### Summary of Key Technical Findings
|
||||
|
||||
[Comprehensive summary of the most important technical research findings]
|
||||
|
||||
### Strategic Technical Impact Assessment
|
||||
|
||||
[Assessment of technical implications for {{research_topic}}]
|
||||
|
||||
### Next Steps Technical Recommendations
|
||||
|
||||
[Specific next steps for leveraging this technical research]
|
||||
|
||||
---
|
||||
|
||||
**Technical Research Completion Date:** {{date}}
|
||||
**Research Period:** current comprehensive technical analysis
|
||||
**Document Length:** As needed for comprehensive technical coverage
|
||||
**Source Verification:** All technical facts cited with current sources
|
||||
**Technical Confidence Level:** High - based on multiple authoritative technical sources
|
||||
|
||||
_This comprehensive technical research document serves as an authoritative technical reference on {{research_topic}} and provides strategic technical insights for informed decision-making and implementation._
|
||||
```
|
||||
|
||||
### 5. Present Complete Technical Document and Final Option
|
||||
|
||||
**Technical Document Completion Presentation:**
|
||||
|
||||
"I've completed the **comprehensive technical research document synthesis** for **{{research_topic}}**, producing an authoritative technical research document with:
|
||||
|
||||
**Technical Document Features:**
|
||||
|
||||
- **Compelling Technical Introduction**: Engaging technical opening that establishes research significance
|
||||
- **Comprehensive Technical TOC**: Complete navigation structure for technical reference
|
||||
- **Exhaustive Technical Research Coverage**: All technical aspects of {{research_topic}} thoroughly analyzed
|
||||
- **Executive Technical Summary**: Key technical findings and strategic implications highlighted
|
||||
- **Strategic Technical Recommendations**: Actionable technical insights based on comprehensive research
|
||||
- **Complete Technical Source Citations**: Every technical claim verified with current sources
|
||||
|
||||
**Technical Research Completeness:**
|
||||
|
||||
- Technical landscape and architecture analysis fully documented
|
||||
- Implementation approaches and best practices comprehensively covered
|
||||
- Technology stack evolution and trends detailed
|
||||
- Integration, performance, and security analysis complete
|
||||
- Strategic technical insights and implementation guidance provided
|
||||
|
||||
**Technical Document Standards Met:**
|
||||
|
||||
- Exhaustive technical research with no critical gaps
|
||||
- Professional technical structure and compelling narrative
|
||||
- As long as needed for comprehensive technical coverage
|
||||
- Multiple independent technical sources for all claims
|
||||
- current technical data throughout with proper citations
|
||||
|
||||
**Ready to complete this comprehensive technical research document?**
|
||||
[C] Complete Research - Save final comprehensive technical document
|
||||
|
||||
### 6. Handle Final Technical Completion
|
||||
|
||||
#### If 'C' (Complete Research):
|
||||
|
||||
- Append the complete technical document to the research file
|
||||
- Update frontmatter: `stepsCompleted: [1, 2, 3, 4, 5]`
|
||||
- Complete the technical research workflow
|
||||
- Provide final technical document delivery confirmation
|
||||
|
||||
## APPEND TO DOCUMENT:
|
||||
|
||||
When user selects 'C', append the complete comprehensive technical research document using the full structure above.
|
||||
|
||||
## SUCCESS METRICS:
|
||||
|
||||
✅ Compelling technical introduction with research significance
|
||||
✅ Comprehensive technical table of contents with complete document structure
|
||||
✅ Exhaustive technical research coverage across all technical aspects
|
||||
✅ Executive technical summary with key findings and strategic implications
|
||||
✅ Strategic technical recommendations grounded in comprehensive research
|
||||
✅ Complete technical source verification with current citations
|
||||
✅ Professional technical document structure and compelling narrative
|
||||
✅ [C] complete option presented and handled correctly
|
||||
✅ Technical research workflow completed with comprehensive document
|
||||
|
||||
## FAILURE MODES:
|
||||
|
||||
❌ Not producing compelling technical introduction
|
||||
❌ Missing comprehensive technical table of contents
|
||||
❌ Incomplete technical research coverage across technical aspects
|
||||
❌ Not providing executive technical summary with key findings
|
||||
❌ Missing strategic technical recommendations based on research
|
||||
❌ Relying solely on training data without web verification for current facts
|
||||
❌ Producing technical document without professional structure
|
||||
❌ Not presenting completion option for final technical document
|
||||
|
||||
❌ **CRITICAL**: Reading only partial step file - leads to incomplete understanding and poor decisions
|
||||
❌ **CRITICAL**: Proceeding with 'C' without fully reading and understanding the next step file
|
||||
❌ **CRITICAL**: Making decisions without complete understanding of step requirements and protocols
|
||||
|
||||
## COMPREHENSIVE TECHNICAL DOCUMENT STANDARDS:
|
||||
|
||||
This step ensures the final technical research document:
|
||||
|
||||
- Serves as an authoritative technical reference on {{research_topic}}
|
||||
- Provides strategic technical insights for informed decision-making
|
||||
- Includes comprehensive technical coverage with no gaps
|
||||
- Maintains rigorous technical source verification standards
|
||||
- Delivers strategic technical insights and actionable recommendations
|
||||
- Meets professional technical research document quality standards
|
||||
|
||||
## TECHNICAL RESEARCH WORKFLOW COMPLETION:
|
||||
|
||||
When 'C' is selected:
|
||||
|
||||
- All technical research steps completed (1-5)
|
||||
- Comprehensive technical research document generated
|
||||
- Professional technical document structure with intro, TOC, and summary
|
||||
- All technical sections appended with source citations
|
||||
- Technical research workflow status updated to complete
|
||||
- Final comprehensive technical research document delivered to user
|
||||
|
||||
## FINAL TECHNICAL DELIVERABLE:
|
||||
|
||||
Complete authoritative technical research document on {{research_topic}} that:
|
||||
|
||||
- Establishes technical credibility through comprehensive research
|
||||
- Provides strategic technical insights for informed decision-making
|
||||
- Serves as technical reference document for continued use
|
||||
- Maintains highest technical research quality standards with current verification
|
||||
|
||||
Congratulations on completing comprehensive technical research with professional documentation! 🎉
|
||||
173
_bmad/bmm/workflows/1-analysis/research/workflow.md
Normal file
173
_bmad/bmm/workflows/1-analysis/research/workflow.md
Normal file
@@ -0,0 +1,173 @@
|
||||
---
|
||||
name: research
|
||||
description: Conduct comprehensive research across multiple domains using current web data and verified sources - Market, Technical, Domain and other research types.
|
||||
web_bundle: true
|
||||
---
|
||||
|
||||
# Research Workflow
|
||||
|
||||
**Goal:** Conduct comprehensive, exhaustive research across multiple domains using current web data and verified sources to produce complete research documents with compelling narratives and proper citations.
|
||||
|
||||
**Document Standards:**
|
||||
|
||||
- **Comprehensive Coverage**: Exhaustive research with no critical gaps
|
||||
- **Source Verification**: Every factual claim backed by web sources with URL citations
|
||||
- **Document Length**: As long as needed to fully cover the research topic
|
||||
- **Professional Structure**: Compelling narrative introduction, detailed TOC, and comprehensive summary
|
||||
- **Authoritative Sources**: Multiple independent sources for all critical claims
|
||||
|
||||
**Your Role:** You are a research facilitator and web data analyst working with an expert partner. This is a collaboration where you bring research methodology and web search capabilities, while your partner brings domain knowledge and research direction.
|
||||
|
||||
**Final Deliverable**: A complete research document that serves as an authoritative reference on the research topic with:
|
||||
|
||||
- Compelling narrative introduction
|
||||
- Comprehensive table of contents
|
||||
- Detailed research sections with proper citations
|
||||
- Executive summary and conclusions
|
||||
|
||||
## WORKFLOW ARCHITECTURE
|
||||
|
||||
This uses **micro-file architecture** with **routing-based discovery**:
|
||||
|
||||
- Each research type has its own step folder
|
||||
- Step 01 discovers research type and routes to appropriate sub-workflow
|
||||
- Sequential progression within each research type
|
||||
- Document state tracked in output frontmatter
|
||||
|
||||
## INITIALIZATION
|
||||
|
||||
### Configuration Loading
|
||||
|
||||
Load config from `{project-root}/_bmad/bmm/config.yaml` and resolve:
|
||||
|
||||
- `project_name`, `output_folder`, , `planning_artifacts`, `user_name`
|
||||
- `communication_language`, `document_output_language`, `user_skill_level`
|
||||
- `date` as a system-generated value
|
||||
|
||||
### Paths
|
||||
|
||||
- `installed_path` = `{project-root}/_bmad/bmm/workflows/1-analysis/research`
|
||||
- `template_path` = `{installed_path}/research.template.md`
|
||||
- `default_output_file` = `{planning_artifacts}/research/{{research_type}}-{{topic}}-research-{{date}}.md` (dynamic based on research type)
|
||||
|
||||
## PREREQUISITE
|
||||
|
||||
**⛔ Web search required.** If unavailable, abort and tell the user.
|
||||
|
||||
## RESEARCH BEHAVIOR
|
||||
|
||||
### Web Research Standards
|
||||
|
||||
- **Current Data Only**: Search the web to verify and supplement your knowledge with current facts
|
||||
- **Source Verification**: Require citations for all factual claims
|
||||
- **Anti-Hallucination Protocol**: Never present information without verified sources
|
||||
- **Multiple Sources**: Require at least 2 independent sources for critical claims
|
||||
- **Conflict Resolution**: Present conflicting views and note discrepancies
|
||||
- **Confidence Levels**: Flag uncertain data with [High/Medium/Low Confidence]
|
||||
|
||||
### Source Quality Standards
|
||||
|
||||
- **Distinguish Clearly**: Facts (from sources) vs Analysis (interpretation) vs Speculation
|
||||
- **URL Citation**: Always include source URLs when presenting web search data
|
||||
- **Critical Claims**: Market size, growth rates, competitive data need verification
|
||||
- **Fact Checking**: Apply fact-checking to critical data points
|
||||
|
||||
## Implementation Instructions
|
||||
|
||||
Execute research type discovery and routing:
|
||||
|
||||
### Research Type Discovery
|
||||
|
||||
**Your Role:** You are a research facilitator and web data analyst working with an expert partner. This is a collaboration where you bring research methodology and web search capabilities, while your partner brings domain knowledge and research direction.
|
||||
|
||||
**Research Standards:**
|
||||
|
||||
- **Anti-Hallucination Protocol**: Never present information without verified sources
|
||||
- **Current Data Only**: Search the web to verify and supplement your knowledge with current facts
|
||||
- **Source Citation**: Always include URLs for factual claims from web searches
|
||||
- **Multiple Sources**: Require 2+ independent sources for critical claims
|
||||
- **Conflict Resolution**: Present conflicting views and note discrepancies
|
||||
- **Confidence Levels**: Flag uncertain data with [High/Medium/Low Confidence]
|
||||
|
||||
### Collaborative Research Discovery
|
||||
|
||||
"Welcome {{user_name}}! I'm excited to work with you as your research partner. I bring web research capabilities with rigorous source verification, while you bring the domain expertise and research direction.
|
||||
|
||||
**Let me help you clarify what you'd like to research.**
|
||||
|
||||
**First, tell me: What specific topic, problem, or area do you want to research?**
|
||||
|
||||
For example:
|
||||
|
||||
- 'The electric vehicle market in Europe'
|
||||
- 'Cloud migration strategies for healthcare'
|
||||
- 'AI implementation in financial services'
|
||||
- 'Sustainable packaging regulations'
|
||||
- 'Or anything else you have in mind...'
|
||||
|
||||
### Topic Exploration and Clarification
|
||||
|
||||
Based on the user's initial topic, explore and refine the research scope:
|
||||
|
||||
#### Topic Clarification Questions:
|
||||
|
||||
1. **Core Topic**: "What exactly about [topic] are you most interested in?"
|
||||
2. **Research Goals**: "What do you hope to achieve with this research?"
|
||||
3. **Scope**: "Should we focus broadly or dive deep into specific aspects?"
|
||||
4. **Timeline**: "Are you looking at current state, historical context, or future trends?"
|
||||
5. **Application**: "How will you use this research? (product development, strategy, academic, etc.)"
|
||||
|
||||
#### Context Building:
|
||||
|
||||
- **Initial Input**: User provides topic or research interest
|
||||
- **Collaborative Refinement**: Work together to clarify scope and objectives
|
||||
- **Goal Alignment**: Ensure research direction matches user needs
|
||||
- **Research Boundaries**: Establish clear focus areas and deliverables
|
||||
|
||||
### Research Type Identification
|
||||
|
||||
After understanding the research topic and goals, identify the most appropriate research approach:
|
||||
|
||||
**Research Type Options:**
|
||||
|
||||
1. **Market Research** - Market size, growth, competition, customer insights
|
||||
_Best for: Understanding market dynamics, customer behavior, competitive landscape_
|
||||
|
||||
2. **Domain Research** - Industry analysis, regulations, technology trends in specific domain
|
||||
_Best for: Understanding industry context, regulatory environment, ecosystem_
|
||||
|
||||
3. **Technical Research** - Technology evaluation, architecture decisions, implementation approaches
|
||||
_Best for: Technical feasibility, technology selection, implementation strategies_
|
||||
|
||||
**Recommendation**: Based on [topic] and [goals], I recommend [suggested research type] because [specific rationale].
|
||||
|
||||
**What type of research would work best for your needs?**
|
||||
|
||||
### Research Type Routing
|
||||
|
||||
<critical>Based on user selection, route to appropriate sub-workflow with the discovered topic using the following IF block sets of instructions. YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`</critical>
|
||||
|
||||
#### If Market Research:
|
||||
|
||||
- Set `research_type = "market"`
|
||||
- Set `research_topic = [discovered topic from discussion]`
|
||||
- Create the starter output file: `{planning_artifacts}/research/market-{{research_topic}}-research-{{date}}.md` with exact copy of the ./research.template.md contents
|
||||
- Load: `./market-steps/step-01-init.md` with topic context
|
||||
|
||||
#### If Domain Research:
|
||||
|
||||
- Set `research_type = "domain"`
|
||||
- Set `research_topic = [discovered topic from discussion]`
|
||||
- Create the starter output file: `{planning_artifacts}/research/domain-{{research_topic}}-research-{{date}}.md` with exact copy of the ./research.template.md contents
|
||||
- Load: `./domain-steps/step-01-init.md` with topic context
|
||||
|
||||
#### If Technical Research:
|
||||
|
||||
- Set `research_type = "technical"`
|
||||
- Set `research_topic = [discovered topic from discussion]`
|
||||
- Create the starter output file: `{planning_artifacts}/research/technical-{{research_topic}}-research-{{date}}.md` with exact copy of the ./research.template.md contents
|
||||
- Load: `./technical-steps/step-01-init.md` with topic context
|
||||
|
||||
**Important**: The discovered topic from the collaborative discussion should be passed to the research initialization steps, so they don't need to ask "What do you want to research?" again - they can focus on refining the scope for their specific research type.
|
||||
|
||||
**Note:** All research workflows require web search for current data and source verification.
|
||||
Reference in New Issue
Block a user