Initial commit: Brachnha Insight project setup

- Next.js 14+ with App Router and TypeScript - Tailwind CSS and ShadCN UI styling - Zustand state management - Dexie.js for IndexedDB (local-first data) - Auth.js v5 for authentication - BMAD framework integration Co-Authored-By: Claude <noreply@anthropic.com>
2026-01-26 12:28:43 +07:00
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+# Agent Compilation: YAML Source → Final Agent
+
+> **For the LLM running this workflow:** This document explains what the compiler adds. When building agents, focus on the YAML structure defined here—do NOT add things the compiler handles automatically.
+>
+> **Example reference:** Compare `{workflow_path}/data/reference/module-examples/architect.agent.yaml` (source, 32 lines) with `architect.md` (compiled, 69 lines) to see what the compiler adds.
+
+---
+
+## Quick Overview
+
+You write: **YAML source file** (`agent-name.agent.yaml`)
+Compiler produces: **Markdown with XML** (`agent-name.md`) for LLM consumption
+
+The compiler transforms your clean YAML into a fully functional agent by adding:
+- Frontmatter (name, description)
+- XML activation block with numbered steps
+- Menu handlers (workflow, exec, action)
+- Auto-injected menu items (MH, CH, PM, DA)
+- Rules section
+
+---
+
+## What YOU Provide (YAML Source)
+
+Your YAML contains ONLY these sections:
+
+```yaml
+agent:
+  metadata:
+    id: "_bmad/..."
+    name: "Persona Name"
+    title: "Agent Title"
+    icon: "🔧"
+    module: "stand-alone" or "bmm" or "cis" or "bmgd"
+
+  persona:
+    role: "First-person role description"
+    identity: "Background and specializations"
+    communication_style: "How the agent speaks"
+    principles:
+      - "Core belief or methodology"
+
+  critical_actions:              # Optional - for Expert agents only
+    - "Load ./sidecar/memories.md"
+    - "Load ./sidecar/instructions.md"
+    - "ONLY access ./sidecar/"
+
+  prompts:                        # Optional - for Simple/Expert agents
+    - id: prompt-name
+      content: |
+        <instructions>Prompt content</instructions>
+
+  menu:                           # Your custom items only
+    - trigger: XX or fuzzy match on command-name
+      workflow: "path/to/workflow.yaml"   # OR
+      exec: "path/to/file.md"             # OR
+      action: "#prompt-id"
+      description: "[XX] Command description"
+```
+
+---
+
+## What COMPILER Adds (DO NOT Include)
+
+### 1. Frontmatter
+```markdown
+---
+name: "architect"
+description: "Architect"
+---
+```
+**DO NOT add** frontmatter to your YAML.
+
+### 2. XML Activation Block
+```xml
+<activation critical="MANDATORY">
+  <step n="1">Load persona from this current agent file</step>
+  <step n="2">Load config to get {user_name}, {communication_language}</step>
+  <step n="3">Remember: user's name is {user_name}</step>
+  <!-- YOUR critical_actions inserted here as steps 4, 5, etc. -->
+  <step n="N">ALWAYS communicate in {communication_language}</step>
+  <step n="N+1">Show greeting + numbered menu</step>
+  <step n="N+2">STOP and WAIT for user input</step>
+  <step n="N+3">Input resolution rules</step>
+  <menu-handlers>...</menu-handlers>
+  <rules>...</rules>
+</activation>
+```
+**DO NOT create** activation sections—the compiler builds them.
+
+### 3. Auto-Injected Menu Items
+Every agent gets these 4 items automatically. **DO NOT add them to your YAML:**
+
+| Code | Trigger | Description |
+|------|---------|-------------|
+| MH | menu or help | Redisplay Menu Help |
+| CH | chat | Chat with the Agent about anything |
+| PM | party-mode | Start Party Mode |
+| DA | exit, leave, goodbye, dismiss agent | Dismiss Agent |
+
+### 4. Menu Handlers
+```xml
+<handler type="workflow">
+  When menu item has: workflow="path/to/workflow.yaml"
+  → Load workflow.xml and execute with workflow-config parameter
+</handler>
+<handler type="exec">
+  When menu item has: exec="path/to/file.md"
+  → Load and execute the file at that path
+</handler>
+```
+**DO NOT add** handlers—the compiler detects and generates them.
+
+---
+
+## Before/After Example: Architect Agent
+
+### Source: `architect.agent.yaml` (32 lines - YOU WRITE)
+```yaml
+agent:
+  metadata:
+    id: "_bmad/bmm/agents/architect.md"
+    name: Winston
+    title: Architect
+    icon: 🏗️
+    module: bmm
+
+  persona:
+    role: System Architect + Technical Design Leader
+    identity: Senior architect with expertise in distributed systems...
+    communication_style: "Speaks in calm, pragmatic tones..."
+    principles: |
+      - User journeys drive technical decisions...
+
+  menu:
+    - trigger: WS or fuzzy match on workflow-status
+      workflow: "{project-root}/_bmad/bmm/workflows/workflow-status/workflow.yaml"
+      description: "[WS] Get workflow status..."
+
+    - trigger: CA or fuzzy match on create-architecture
+      exec: "{project-root}/_bmad/bmm/workflows/3-solutioning/create-architecture/workflow.md"
+      description: "[CA] Create an Architecture Document"
+
+    - trigger: IR or fuzzy match on implementation-readiness
+      exec: "{project-root}/_bmad/bmm/workflows/3-solutioning/check-implementation-readiness/workflow.md"
+      description: "[IR] Implementation Readiness Review"
+```
+
+### Compiled: `architect.md` (69 lines - COMPILER PRODUCES)
+```markdown
+---
+name: "architect"
+description: "Architect"
+---
+
+You must fully embody this agent's persona...
+
+```xml
+<agent id="architect.agent.yaml" name="Winston" title="Architect" icon="🏗️">
+<activation critical="MANDATORY">
+  <step n="1">Load persona from this current agent file (already in context)</step>
+  <step n="2">🚨 IMMEDIATE ACTION REQUIRED - BEFORE ANY OUTPUT...</step>
+  <step n="3">Remember: user's name is {user_name}</step>
+  <step n="4">Show greeting using {user_name} from config...</step>
+  <step n="5">STOP and WAIT for user input...</step>
+  <step n="6">On user input: Number → execute menu item[n]...</step>
+  <step n="7">When executing a menu item: Check menu-handlers section...</step>
+
+  <menu-handlers>
+    <handlers>
+      <handler type="workflow">...</handler>
+      <handler type="exec">...</handler>
+    </handlers>
+  </menu-handlers>
+
+  <rules>
+    <r>ALWAYS communicate in {communication_language}</r>
+    <r>Stay in character until exit selected</r>
+    <r>Display Menu items as the item dictates...</r>
+    <r>Load files ONLY when executing menu items...</r>
+  </rules>
+</activation>
+
+<persona>
+  <role>System Architect + Technical Design Leader</role>
+  <identity>Senior architect with expertise...</identity>
+  <communication_style>Speaks in calm, pragmatic tones...</communication_style>
+  <principles>- User journeys drive technical decisions...</principles>
+</persona>
+
+<menu>
+  <item cmd="MH or fuzzy match on menu or help">[MH] Redisplay Menu Help</item>
+  <item cmd="CH or fuzzy match on chat">[CH] Chat with the Agent about anything</item>
+  <item cmd="WS...">[WS] Get workflow status...</item>           ← YOUR CUSTOM ITEMS
+  <item cmd="CA...">[CA] Create an Architecture Document</item>
+  <item cmd="IR...">[IR] Implementation Readiness Review</item>
+  <item cmd="PM...">[PM] Start Party Mode</item>
+  <item cmd="DA...">[DA] Dismiss Agent</item>
+</menu>
+</agent>
+```
+**Key additions by compiler:** Frontmatter, activation block, handlers, rules, MH/CH/PM/DA menu items.
+
+---
+
+## DO NOT DO Checklist
+
+When building agent YAML, **DO NOT:**
+
+- [ ] Add frontmatter (`---name/description---`) to YAML
+- [ ] Create activation blocks or XML sections
+- [ ] Add MH (menu/help) menu item
+- [ ] Add CH (chat) menu item
+- [ ] Add PM (party-mode) menu item
+- [ ] Add DA (dismiss/exit) menu item
+- [ ] Add menu handlers (workflow/exec logic)
+- [ ] Add rules section
+- [ ] Duplicate any auto-injected content
+
+**DO:**
+- [ ] Define metadata (id, name, title, icon, module)
+- [ ] Define persona (role, identity, communication_style, principles)
+- [ ] Define critical_actions (Expert agents only)
+- [ ] Define prompts with IDs (Simple/Expert agents only)
+- [ ] Define menu with your custom items only
+- [ ] Use proper trigger format: `XX or fuzzy match on command-name`
+- [ ] Use proper description format: `[XX] Description text`
+
+---
+
+## Expert Agent: critical_actions
+
+For Expert agents with sidecars, your `critical_actions` become activation steps:
+
+```yaml
+critical_actions:
+  - "Load COMPLETE file ./agent-sidecar/memories.md"
+  - "Load COMPLETE file ./agent-sidecar/instructions.md"
+  - "ONLY read/write files in ./agent-sidecar/"
+```
+
+The compiler injects these as steps 4, 5, 6 in the activation block:
+
+```xml
+<step n="4">Load COMPLETE file ./agent-sidecar/memories.md</step>
+<step n="5">Load COMPLETE file ./agent-sidecar/instructions.md</step>
+<step n="6">ONLY read/write files in ./agent-sidecar/</step>
+<step n="7">ALWAYS communicate in {communication_language}</step>
+```
+
+---
+
+## Division of Responsibilities
+
+| Aspect | YOU Provide (YAML) | COMPILER Adds |
+|--------|-------------------|---------------|
+| Agent identity | metadata + persona | Wrapped in XML |
+| Memory/actions | critical_actions | Inserted as activation steps |
+| Prompts | prompts with IDs | Referenced by menu actions |
+| Menu items | Your custom commands only | + MH, CH, PM, DA (auto) |
+| Activation | — | Full XML block with handlers |
+| Rules | — | Standardized rules section |
+| Frontmatter | — | name/description header |
+
+---
+
+## Quick Reference for LLM
+
+- **Focus on:** Clean YAML structure, persona definition, custom menu items
+- **Ignore:** What happens after compilation—that's the compiler's job
+- **Remember:** Every agent gets MH, CH, PM, DA automatically—don't add them
+- **Expert agents:** Use `critical_actions` for sidecar file loading
+- **Module agents:** Use `workflow:` or `exec:` references, not inline actions