* refactor: PM Agent complete independence from external MCP servers ## Summary Implement graceful degradation to ensure PM Agent operates fully without any MCP server dependencies. MCP servers now serve as optional enhancements rather than required components. ## Changes ### Responsibility Separation (NEW) - **PM Agent**: Development workflow orchestration (PDCA cycle, task management) - **mindbase**: Memory management (long-term, freshness, error learning) - **Built-in memory**: Session-internal context (volatile) ### 3-Layer Memory Architecture with Fallbacks 1. **Built-in Memory** [OPTIONAL]: Session context via MCP memory server 2. **mindbase** [OPTIONAL]: Long-term semantic search via airis-mcp-gateway 3. **Local Files** [ALWAYS]: Core functionality in docs/memory/ ### Graceful Degradation Implementation - All MCP operations marked with [ALWAYS] or [OPTIONAL] - Explicit IF/ELSE fallback logic for every MCP call - Dual storage: Always write to local files + optionally to mindbase - Smart lookup: Semantic search (if available) → Text search (always works) ### Key Fallback Strategies **Session Start**: - mindbase available: search_conversations() for semantic context - mindbase unavailable: Grep docs/memory/*.jsonl for text-based lookup **Error Detection**: - mindbase available: Semantic search for similar past errors - mindbase unavailable: Grep docs/mistakes/ + solutions_learned.jsonl **Knowledge Capture**: - Always: echo >> docs/memory/patterns_learned.jsonl (persistent) - Optional: mindbase.store() for semantic search enhancement ## Benefits - ✅ Zero external dependencies (100% functionality without MCP) - ✅ Enhanced capabilities when MCPs available (semantic search, freshness) - ✅ No functionality loss, only reduced search intelligence - ✅ Transparent degradation (no error messages, automatic fallback) ## Related Research - Serena MCP investigation: Exposes tools (not resources), memory = markdown files - mindbase superiority: PostgreSQL + pgvector > Serena memory features - Best practices alignment: /Users/kazuki/github/airis-mcp-gateway/docs/mcp-best-practices.md 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * chore: add PR template and pre-commit config - Add structured PR template with Git workflow checklist - Add pre-commit hooks for secret detection and Conventional Commits - Enforce code quality gates (YAML/JSON/Markdown lint, shellcheck) NOTE: Execute pre-commit inside Docker container to avoid host pollution: docker compose exec workspace uv tool install pre-commit docker compose exec workspace pre-commit run --all-files 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * docs: update PM Agent context with token efficiency architecture - Add Layer 0 Bootstrap (150 tokens, 95% reduction) - Document Intent Classification System (5 complexity levels) - Add Progressive Loading strategy (5-layer) - Document mindbase integration incentive (38% savings) - Update with 2025-10-17 redesign details * refactor: PM Agent command with progressive loading - Replace auto-loading with User Request First philosophy - Add 5-layer progressive context loading - Implement intent classification system - Add workflow metrics collection (.jsonl) - Document graceful degradation strategy * fix: installer improvements Update installer logic for better reliability * docs: add comprehensive development documentation - Add architecture overview - Add PM Agent improvements analysis - Add parallel execution architecture - Add CLI install improvements - Add code style guide - Add project overview - Add install process analysis * docs: add research documentation Add LLM agent token efficiency research and analysis * docs: add suggested commands reference * docs: add session logs and testing documentation - Add session analysis logs - Add testing documentation * feat: migrate CLI to typer + rich for modern UX ## What Changed ### New CLI Architecture (typer + rich) - Created `superclaude/cli/` module with modern typer-based CLI - Replaced custom UI utilities with rich native features - Added type-safe command structure with automatic validation ### Commands Implemented - **install**: Interactive installation with rich UI (progress, panels) - **doctor**: System diagnostics with rich table output - **config**: API key management with format validation ### Technical Improvements - Dependencies: Added typer>=0.9.0, rich>=13.0.0, click>=8.0.0 - Entry Point: Updated pyproject.toml to use `superclaude.cli.app:cli_main` - Tests: Added comprehensive smoke tests (11 passed) ### User Experience Enhancements - Rich formatted help messages with panels and tables - Automatic input validation with retry loops - Clear error messages with actionable suggestions - Non-interactive mode support for CI/CD ## Testing ```bash uv run superclaude --help # ✓ Works uv run superclaude doctor # ✓ Rich table output uv run superclaude config show # ✓ API key management pytest tests/test_cli_smoke.py # ✓ 11 passed, 1 skipped ``` ## Migration Path - ✅ P0: Foundation complete (typer + rich + smoke tests) - 🔜 P1: Pydantic validation models (next sprint) - 🔜 P2: Enhanced error messages (next sprint) - 🔜 P3: API key retry loops (next sprint) ## Performance Impact - **Code Reduction**: Prepared for -300 lines (custom UI → rich) - **Type Safety**: Automatic validation from type hints - **Maintainability**: Framework primitives vs custom code 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: consolidate documentation directories Merged claudedocs/ into docs/research/ for consistent documentation structure. Changes: - Moved all claudedocs/*.md files to docs/research/ - Updated all path references in documentation (EN/KR) - Updated RULES.md and research.md command templates - Removed claudedocs/ directory - Removed ClaudeDocs/ from .gitignore Benefits: - Single source of truth for all research reports - PEP8-compliant lowercase directory naming - Clearer documentation organization - Prevents future claudedocs/ directory creation 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * perf: reduce /sc:pm command output from 1652 to 15 lines - Remove 1637 lines of documentation from command file - Keep only minimal bootstrap message - 99% token reduction on command execution - Detailed specs remain in superclaude/agents/pm-agent.md 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * perf: split PM Agent into execution workflows and guide - Reduce pm-agent.md from 735 to 429 lines (42% reduction) - Move philosophy/examples to docs/agents/pm-agent-guide.md - Execution workflows (PDCA, file ops) stay in pm-agent.md - Guide (examples, quality standards) read once when needed Token savings: - Agent loading: ~6K → ~3.5K tokens (42% reduction) - Total with pm.md: 71% overall reduction 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: consolidate PM Agent optimization and pending changes PM Agent optimization (already committed separately): - superclaude/commands/pm.md: 1652→14 lines - superclaude/agents/pm-agent.md: 735→429 lines - docs/agents/pm-agent-guide.md: new guide file Other pending changes: - setup: framework_docs, mcp, logger, remove ui.py - superclaude: __main__, cli/app, cli/commands/install - tests: test_ui updates - scripts: workflow metrics analysis tools - docs/memory: session state updates 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: simplify MCP installer to unified gateway with legacy mode ## Changes ### MCP Component (setup/components/mcp.py) - Simplified to single airis-mcp-gateway by default - Added legacy mode for individual official servers (sequential-thinking, context7, magic, playwright) - Dynamic prerequisites based on mode: - Default: uv + claude CLI only - Legacy: node (18+) + npm + claude CLI - Removed redundant server definitions ### CLI Integration - Added --legacy flag to setup/cli/commands/install.py - Added --legacy flag to superclaude/cli/commands/install.py - Config passes legacy_mode to component installer ## Benefits - ✅ Simpler: 1 gateway vs 9+ individual servers - ✅ Lighter: No Node.js/npm required (default mode) - ✅ Unified: All tools in one gateway (sequential-thinking, context7, magic, playwright, serena, morphllm, tavily, chrome-devtools, git, puppeteer) - ✅ Flexible: --legacy flag for official servers if needed ## Usage ```bash superclaude install # Default: airis-mcp-gateway (推奨) superclaude install --legacy # Legacy: individual official servers ``` 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: rename CoreComponent to FrameworkDocsComponent and add PM token tracking ## Changes ### Component Renaming (setup/components/) - Renamed CoreComponent → FrameworkDocsComponent for clarity - Updated all imports in __init__.py, agents.py, commands.py, mcp_docs.py, modes.py - Better reflects the actual purpose (framework documentation files) ### PM Agent Enhancement (superclaude/commands/pm.md) - Added token usage tracking instructions - PM Agent now reports: 1. Current token usage from system warnings 2. Percentage used (e.g., "27% used" for 54K/200K) 3. Status zone: 🟢 <75% | 🟡 75-85% | 🔴 >85% - Helps prevent token exhaustion during long sessions ### UI Utilities (setup/utils/ui.py) - Added new UI utility module for installer - Provides consistent user interface components ## Benefits - ✅ Clearer component naming (FrameworkDocs vs Core) - ✅ PM Agent token awareness for efficiency - ✅ Better visual feedback with status zones 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor(pm-agent): minimize output verbosity (471→284 lines, 40% reduction) **Problem**: PM Agent generated excessive output with redundant explanations - "System Status Report" with decorative formatting - Repeated "Common Tasks" lists user already knows - Verbose session start/end protocols - Duplicate file operations documentation **Solution**: Compress without losing functionality - Session Start: Reduced to symbol-only status (🟢 branch | nM nD | token%) - Session End: Compressed to essential actions only - File Operations: Consolidated from 2 sections to 1 line reference - Self-Improvement: 5 phases → 1 unified workflow - Output Rules: Explicit constraints to prevent Claude over-explanation **Quality Preservation**: - ✅ All core functions retained (PDCA, memory, patterns, mistakes) - ✅ PARALLEL Read/Write preserved (performance critical) - ✅ Workflow unchanged (session lifecycle intact) - ✅ Added output constraints (prevents verbose generation) **Reduction Method**: - Deleted: Explanatory text, examples, redundant sections - Retained: Action definitions, file paths, core workflows - Added: Explicit output constraints to enforce minimalism **Token Impact**: 40% reduction in agent documentation size **Before**: Verbose multi-section report with task lists **After**: Single line status: 🟢 integration | 15M 17D | 36% 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * refactor: consolidate MCP integration to unified gateway **Changes**: - Remove individual MCP server docs (superclaude/mcp/*.md) - Remove MCP server configs (superclaude/mcp/configs/*.json) - Delete MCP docs component (setup/components/mcp_docs.py) - Simplify installer (setup/core/installer.py) - Update components for unified gateway approach **Rationale**: - Unified gateway (airis-mcp-gateway) provides all MCP servers - Individual docs/configs no longer needed (managed centrally) - Reduces maintenance burden and file count - Simplifies installation process **Files Removed**: 17 MCP files (docs + configs) **Installer Changes**: Removed legacy MCP installation logic 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * chore: update version and component metadata - Bump version (pyproject.toml, setup/__init__.py) - Update CLAUDE.md import service references - Reflect component structure changes 🤖 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>
🚀 SuperClaude Framework
Transform Claude Code into a Structured Development Platform
Quick Start • Support • Features • Docs • Contributing
📊 Framework Statistics
| Commands | Agents | Modes | MCP Servers |
|---|---|---|---|
| 26 | 16 | 7 | 8 |
| Slash Commands | Specialized AI | Behavioral | Integrations |
Use the new /sc:help command to see a full list of all available commands.
🎯 Overview
SuperClaude is a meta-programming configuration framework that transforms Claude Code into a structured development platform through behavioral instruction injection and component orchestration. It provides systematic workflow automation with powerful tools and intelligent agents.
Disclaimer
This project is not affiliated with or endorsed by Anthropic.
Claude Code is a product built and maintained by Anthropic.
⚡ Quick Installation
Choose Your Installation Method
| Method | Command | Best For |
|---|---|---|
| 🐍 pipx | pipx install SuperClaude && pipx upgrade SuperClaude && SuperClaude install |
✅ Recommended - Linux/macOS |
| 📦 pip | pip install SuperClaude && pip upgrade SuperClaude && SuperClaude install |
Traditional Python environments |
| 🌐 npm | npm install -g @bifrost_inc/superclaude && superclaude install |
Cross-platform, Node.js users |
⚠️ IMPORTANT: Upgrading from SuperClaude V3
If you have SuperClaude V3 installed, you SHOULD uninstall it before installing V4:
# Uninstall V3 first
Remove all related files and directories :
*.md *.json and commands/
# Then install V4
pipx install SuperClaude && pipx upgrade SuperClaude && SuperClaude install
✅ What gets preserved during upgrade:
- ✓ Your custom slash commands (outside
commands/sc/) - ✓ Your custom content in
CLAUDE.md - ✓ Claude Code's
.claude.json,.credentials.json,settings.jsonandsettings.local.json - ✓ Any custom agents and files you've added
⚠️ Note: Other SuperClaude-related .json files from V3 may cause conflicts and should be removed.
💡 Troubleshooting PEP 668 Errors
# Option 1: Use pipx (Recommended)
pipx install SuperClaude
# Option 2: User installation
pip install --user SuperClaude
# Option 3: Force installation (use with caution)
pip install --break-system-packages SuperClaude
💖 Support the Project
Hey, let's be real - maintaining SuperClaude takes time and resources.
The Claude Max subscription alone runs $100/month for testing, and that's before counting the hours spent on documentation, bug fixes, and feature development. If you're finding value in SuperClaude for your daily work, consider supporting the project. Even a few dollars helps cover the basics and keeps development active.
Every contributor matters, whether through code, feedback, or support. Thanks for being part of this community! 🙏
☕ Ko-fiOne-time contributions |
🎯 PatreonMonthly support |
💜 GitHubFlexible tiers |
Your Support Enables:
| Item | Cost/Impact |
|---|---|
| 🔬 Claude Max Testing | $100/month for validation & testing |
| ⚡ Feature Development | New capabilities & improvements |
| 📚 Documentation | Comprehensive guides & examples |
| 🤝 Community Support | Quick issue responses & help |
| 🔧 MCP Integration | Testing new server connections |
| 🌐 Infrastructure | Hosting & deployment costs |
Note: No pressure though - the framework stays open source regardless. Just knowing people use and appreciate it is motivating. Contributing code, documentation, or spreading the word helps too! 🙏
🎉 What's New in V4
Version 4 brings significant improvements based on community feedback and real-world usage patterns.
🤖 Smarter Agent System16 specialized agents with domain expertise:
|
📝 Improved Namespace
|
🔧 MCP Server Integration8 powerful servers working together:
|
🎯 Behavioral Modes7 adaptive modes for different contexts:
|
⚡ Optimized PerformanceSmaller framework, bigger projects:
|
📚 Documentation OverhaulComplete rewrite for developers:
|
🔬 Deep Research Capabilities
Autonomous Web Research Aligned with DR Agent Architecture
SuperClaude v4.2 introduces comprehensive Deep Research capabilities, enabling autonomous, adaptive, and intelligent web research.
🎯 Adaptive PlanningThree intelligent strategies:
|
🔄 Multi-Hop ReasoningUp to 5 iterative searches:
|
📊 Quality ScoringConfidence-based validation:
|
🧠 Case-Based LearningCross-session intelligence:
|
Research Command Usage
# Basic research with automatic depth
/sc:research "latest AI developments 2024"
# Controlled research depth
/sc:research "quantum computing breakthroughs" --depth exhaustive
# Specific strategy selection
/sc:research "market analysis" --strategy planning-only
# Domain-filtered research
/sc:research "React patterns" --domains "reactjs.org,github.com"
Research Depth Levels
| Depth | Sources | Hops | Time | Best For |
|---|---|---|---|---|
| Quick | 5-10 | 1 | ~2min | Quick facts, simple queries |
| Standard | 10-20 | 3 | ~5min | General research (default) |
| Deep | 20-40 | 4 | ~8min | Comprehensive analysis |
| Exhaustive | 40+ | 5 | ~10min | Academic-level research |
Integrated Tool Orchestration
The Deep Research system intelligently coordinates multiple tools:
- Tavily MCP: Primary web search and discovery
- Playwright MCP: Complex content extraction
- Sequential MCP: Multi-step reasoning and synthesis
- Serena MCP: Memory and learning persistence
- Context7 MCP: Technical documentation lookup
📚 Documentation
Complete Guide to SuperClaude
| 🚀 Getting Started | 📖 User Guides | 🛠️ Developer Resources | 📋 Reference |
|---|---|---|---|
|
|
|
- 📓 [**Examples Cookbook**](docs/reference/examples-cookbook.md)
*Real-world recipes*
|
🤝 Contributing
Join the SuperClaude Community
We welcome contributions of all kinds! Here's how you can help:
| Priority | Area | Description |
|---|---|---|
| 📝 High | Documentation | Improve guides, add examples, fix typos |
| 🔧 High | MCP Integration | Add server configs, test integrations |
| 🎯 Medium | Workflows | Create command patterns & recipes |
| 🧪 Medium | Testing | Add tests, validate features |
| 🌐 Low | i18n | Translate docs to other languages |
🚀 Built with passion by the SuperClaude community
Made with ❤️ for developers who push boundaries