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SuperClaude/Docs
kazuki nakai d27c53fa1c Redesign PM Agent as Self-Improvement Meta-Layer (#421)
* feat: Add PM Agent (Project Manager Agent) for seamless orchestration

Introduces PM Agent as the default orchestration layer that coordinates
all sub-agents and manages workflows automatically.

Key Features:
- Default orchestration: All user interactions handled by PM Agent
- Auto-delegation: Intelligent sub-agent selection based on task analysis
- Docker Gateway integration: Zero-token baseline with dynamic MCP loading
- Self-improvement loop: Automatic documentation of patterns and mistakes
- Optional override: Users can specify sub-agents explicitly if desired

Architecture:
- Agent spec: SuperClaude/Agents/pm-agent.md
- Command: SuperClaude/Commands/pm.md
- Updated docs: README.md (15→16 agents), agents.md (new Orchestration category)

User Experience:
- Default: PM Agent handles everything (seamless, no manual routing)
- Optional: Explicit --agent flag for direct sub-agent access
- Both modes available simultaneously (no user downside)

Implementation Status:
-  Specification complete
-  Documentation complete
-  Prototype implementation needed
-  Docker Gateway integration needed
-  Testing and validation needed

Refs: kazukinakai/docker-mcp-gateway (IRIS MCP Gateway integration)

* feat: Add Agent Orchestration rules for PM Agent default activation

Implements PM Agent as the default orchestration layer in RULES.md.

Key Changes:
- New 'Agent Orchestration' section (CRITICAL priority)
- PM Agent receives ALL user requests by default
- Manual override with @agent-[name] bypasses PM Agent
- Agent Selection Priority clearly defined:
  1. Manual override → Direct routing
  2. Default → PM Agent → Auto-delegation
  3. Delegation based on keywords, file types, complexity, context

User Experience:
- Default: PM Agent handles everything (seamless)
- Override: @agent-[name] for direct specialist access
- Transparent: PM Agent reports delegation decisions

This establishes PM Agent as the orchestration layer while
respecting existing auto-activation patterns and manual overrides.

Next Steps:
- Local testing in agiletec project
- Iteration based on actual behavior
- Documentation updates as needed

* refactor(pm-agent): redesign as self-improvement meta-layer

Problem Resolution:
PM Agent's initial design competed with existing auto-activation for task routing,
creating confusion about orchestration responsibilities and adding unnecessary complexity.

Design Change:
Redefined PM Agent as a meta-layer agent that operates AFTER specialist agents
complete tasks, focusing on:
- Post-implementation documentation and pattern recording
- Immediate mistake analysis with prevention checklists
- Monthly documentation maintenance and noise reduction
- Pattern extraction and knowledge synthesis

Two-Layer Orchestration System:
1. Task Execution Layer: Existing auto-activation handles task routing (unchanged)
2. Self-Improvement Layer: PM Agent meta-layer handles documentation (new)

Files Modified:
- SuperClaude/Agents/pm-agent.md: Complete rewrite with meta-layer design
  - Category: orchestration → meta
  - Triggers: All user interactions → Post-implementation, mistakes, monthly
  - Behavioral Mindset: Continuous learning system
  - Self-Improvement Workflow: BEFORE/DURING/AFTER/MISTAKE RECOVERY/MAINTENANCE

- SuperClaude/Core/RULES.md: Agent Orchestration section updated
  - Split into Task Execution Layer + Self-Improvement Layer
  - Added orchestration flow diagram
  - Clarified PM Agent activates AFTER task completion

- README.md: Updated PM Agent description
  - "orchestrates all interactions" → "ensures continuous learning"

- Docs/User-Guide/agents.md: PM Agent section rewritten
  - Section: Orchestration Agent → Meta-Layer Agent
  - Expertise: Project orchestration → Self-improvement workflow executor
  - Examples: Task coordination → Post-implementation documentation

- PR_DOCUMENTATION.md: Comprehensive PR documentation added
  - Summary, motivation, changes, testing, breaking changes
  - Two-layer orchestration system diagram
  - Verification checklist

Integration Validated:
Tested with agiletec project's self-improvement-workflow.md:
 PM Agent aligns with existing BEFORE/DURING/AFTER/MISTAKE RECOVERY phases
 Complements (not competes with) existing workflow
 agiletec workflow defines WHAT, PM Agent defines WHO executes it

Breaking Changes: None
- Existing auto-activation continues unchanged
- Specialist agents unaffected
- User workflows remain the same
- New capability: Automatic documentation and knowledge maintenance

Value Proposition:
Transforms SuperClaude into a continuously learning system that accumulates
knowledge, prevents recurring mistakes, and maintains fresh documentation
without manual intervention.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

---------

Co-authored-by: kazuki <kazuki@kazukinoMacBook-Air.local>
Co-authored-by: Claude <noreply@anthropic.com>
2025-10-12 14:22:10 +05:30
..
2025-09-26 19:37:34 +05:30
2025-09-26 19:37:34 +05:30
2025-09-20 14:30:38 +05:30
2025-09-26 19:37:34 +05:30
2025-10-07 21:57:21 +05:30
2025-09-26 19:37:34 +05:30

SuperClaude Documentation

🎯 Essential Understanding

SuperClaude is a Context Framework for Claude Code - it installs behavioral instruction files that Claude Code reads to enhance its capabilities.

How It Works

  1. Installation: Python CLI installs context files to ~/.claude/
  2. Commands: Type /sc:analyze → Claude Code reads analyze.md instruction file
  3. Behavior: Claude adopts behaviors defined in context files
  4. Result: Enhanced development workflows through context switching

🚀 Quick Start (5 Minutes)

New Users: Quick Start Guide →

# Recommended for Linux/macOS
pipx install SuperClaude && SuperClaude install

# Traditional method
pip install SuperClaude && SuperClaude install

# Then try: /sc:brainstorm "web app idea" in Claude Code

Having Issues: Quick Fixes → | Troubleshooting →

📚 Documentation Structure

🌱 Start Here (New Users)

Guide Purpose
Quick Start Setup and first commands
Installation Detailed setup instructions
Commands Guide All 21 /sc: commands

🌿 Daily Usage (Regular Users)

Guide Purpose Use For
Commands Guide Master all /sc: commands Daily development
Agents Guide 14 domain specialists (@agent-*) Expert assistance
Flags Guide Command behavior modification Optimization
Modes Guide 5 behavioral modes Workflow optimization

🌲 Reference & Advanced (Power Users)

Guide Purpose Use For
Troubleshooting Problem resolution When things break
Examples Cookbook Practical usage patterns Learning workflows
MCP Servers 6 enhanced capabilities Advanced features

🔧 Development & Contributing

Guide Purpose Audience
Technical Architecture System design Contributors
Contributing Development workflow Developers

🔑 Key Concepts

What Gets Installed

  • Python CLI Tool - Manages framework installation
  • Context Files - .md behavioral instructions in ~/.claude/
  • MCP Configurations - Optional external tool settings

Framework Components

  • 21 Commands (/sc:*) - Workflow automation patterns
  • 14 Agents (@agent-*) - Domain specialists
  • 5 Modes - Behavioral modification patterns
  • 6 MCP Servers - Optional external tools

🚀 Quick Command Reference

In Your Terminal (Installation)

# Install framework (choose one)
pipx install SuperClaude       # Recommended for Linux/macOS
pip install SuperClaude        # Traditional method
npm install -g @bifrost_inc/superclaude  # Cross-platform

# Configure and maintain
SuperClaude install            # Configure Claude Code
SuperClaude update             # Update framework
python3 -m SuperClaude --version  # Check installation

In Claude Code (Usage)

/sc:brainstorm "project idea"              # Start new project
/sc:implement "feature"                    # Build features
/sc:analyze src/                           # Analyze code
@agent-python-expert "optimize this"      # Manual specialist
@agent-security "review authentication"   # Security review

📊 Framework vs Software Comparison

Component Type Where It Runs What It Does
SuperClaude Framework Context Files Read by Claude Code Modifies AI behavior
Claude Code Software Your computer Executes everything
MCP Servers Software Node.js processes Provide tools
Python CLI Software Python runtime Manages installation

🔄 How Everything Connects

User Input → Claude Code → Reads SuperClaude Context → Modified Behavior → Enhanced Output
                ↓
        May use MCP Servers
         (if configured)

🆘 Getting Help

Quick Issues (< 2 min): Common Issues →
Complex Problems: Full Troubleshooting Guide →
Installation Issues: Installation Guide →
Command Help: Commands Guide →
Community Support: GitHub Discussions

🤔 Common Misconceptions Clarified

"SuperClaude is an AI assistant"
SuperClaude is a configuration framework that enhances Claude Code

"I'm running SuperClaude"
You're running Claude Code with SuperClaude context loaded

"Claude Code executes; SuperClaude provides context my commands"
Claude Code executes everything; SuperClaude provides the instructions

"The .md files are documentation"
The .md files ARE the framework - active instruction sets


Remember: SuperClaude enhances Claude Code through context - it doesn't replace it or run alongside it. Everything happens within Claude Code itself.