* docs: fix mindbase syntax and document as optional MCP enhancement Fix incorrect method call syntax and clarify mindbase as optional enhancement that coexists with built-in ReflexionMemory. Changes: - Fix syntax: mindbase.search_conversations() → natural language instructions that allow Claude to autonomously select tools - Clarify mindbase requires airis-mcp-gateway "recommended" profile - Document ReflexionMemory as built-in fallback (always available) - Show coexistence model: both systems work together Architecture: - ReflexionMemory (built-in): Keyword-based search, local JSONL - Mindbase (optional MCP): Semantic search, PostgreSQL + pgvector - Claude autonomously selects best available tool when needed This approach allows users to enhance error learning with mindbase when installed, while maintaining full functionality with ReflexionMemory alone. Related: #452 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * docs: add comprehensive ReflexionMemory user documentation Add user-facing documentation for the ReflexionMemory error learning system to address documentation gap identified during mindbase cleanup. New Documentation: - docs/user-guide/memory-system.md (283 lines) * Complete user guide for ReflexionMemory * How it works, storage format, usage examples * Performance benefits and troubleshooting * Manual inspection and management commands - docs/memory/reflexion.jsonl.example (15 entries) * 15 realistic example reflexion entries * Covers common scenarios: auth, DB, CORS, uploads, etc. * Reference for understanding the data format - docs/memory/README.md (277 lines) * Overview of memory directory structure * Explanation of all files (reflexion, metrics, patterns) * File management, backup, and git guidelines * Quick command reference Context: Previous mindbase cleanup removed references to non-existent external MCP server, but didn't add sufficient user-facing documentation for the actual ReflexionMemory implementation. Related: #452 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> * docs: translate Japanese text to English in documentation Address PR feedback to remove Japanese text from English documentation files. Changes: - docs/mcp/mcp-integration-policy.md: Translate headers and descriptions - docs/reference/pm-agent-autonomous-reflection.md: Translate error messages - docs/research/reflexion-integration-2025.md: Translate error messages - docs/memory/pm_context.md: Translate example keywords All Japanese text in English documentation files has been translated to English. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com> --------- Co-authored-by: Claude <noreply@anthropic.com>
SuperClaude Framework Reference Documentation
Navigation Hub: Structured learning paths and technical references for all skill levels.
Documentation Status: ✅ Status: Current - All content verified for accuracy and completeness.
How to Use This Reference Library
This documentation is organized for progressive learning with multiple entry points:
- 📱 Quick Reference: Jump to specific solutions for immediate needs
- 📚 Learning Paths: Structured progression from beginner to expert
- 🔍 Problem-Solving: Targeted troubleshooting and diagnostic guidance
- ⚡ Performance: Optimization patterns and advanced techniques
Verification Standards: All examples tested, commands validated, patterns proven in real-world usage.
Documentation Navigation Matrix
| Document | Purpose | Target Audience | Complexity | |
|---|---|---|---|---|
| basic-examples.md | Copy-paste ready commands and patterns | All users, quick reference | Basic | |
| examples-cookbook.md | Recipe collection hub and organization | All users, navigation | Reference | |
| common-issues.md | Essential troubleshooting and solutions | All users, problem-solving | Basic | As needed |
| mcp-server-guide.md | MCP server configuration and usage | Technical users, integration | Intermediate |
| advanced-patterns.md | Expert coordination and orchestration | Experienced users | Advanced | | | advanced-workflows.md | Complex multi-agent orchestration | Expert users | Advanced | | | integration-patterns.md | Framework and system integration | Architects, experts | Advanced | | | troubleshooting.md | Comprehensive diagnostic guide | All levels, deep debugging | Variable | As needed | | diagnostic-reference.md | Advanced debugging and analysis | Expert users, complex issues | Advanced | |
Recommended Learning Paths
New Users (Week 1 Foundation)
Goal: Establish confident SuperClaude usage with essential workflows
Day 1-2: ../getting-started/quick-start.md
↓ Foundation building and first commands
Day 3-4: basic-examples.md
↓ Practical application and pattern recognition
Day 5-7: common-issues.md
↓ Problem resolution and confidence building
Success Metrics: Can execute basic commands, manage sessions, resolve common issues independently.
Intermediate Users (Week 2-3 Enhancement)
Goal: Master coordination patterns and technical depth
Week 2: advanced-patterns.md
↓ Multi-agent coordination and orchestration mastery
Week 3: mcp-server-guide.md + advanced-workflows.md
↓ Performance excellence and technical configuration
Success Metrics: Can orchestrate complex workflows, optimize performance, configure MCP servers.
Expert Users (Advanced Mastery)
Goal: Complete framework mastery and complex system integration
Phase 1: advanced-workflows.md
↓ Complex orchestration and enterprise patterns
Phase 2: integration-patterns.md
↓ Framework integration and architectural mastery
Phase 3: diagnostic-reference.md
↓ Advanced debugging and system analysis
Success Metrics: Can design custom workflows, integrate with any framework, diagnose complex issues.
Problem-Solving Path (As Needed)
Goal: Immediate issue resolution and diagnostic guidance
Quick Issues: common-issues.md
↓ Common problems and immediate solutions
Complex Debugging: troubleshooting.md
↓ Comprehensive diagnostic approach
Advanced Analysis: diagnostic-reference.md
↓ Expert-level debugging and analysis
Command Quick Reference
Essential SuperClaude Commands
| Command Pattern | Purpose | Example |
|---|---|---|
/sc:load |
Restore session context | /sc:load project_name |
/sc:save |
Preserve session state | /sc:save "milestone checkpoint" |
--think |
Enable structured analysis | --think analyze performance bottlenecks |
--brainstorm |
Collaborative requirement discovery | --brainstorm new authentication system |
--task-manage |
Multi-step operation orchestration | --task-manage refactor user module |
Performance & Efficiency Flags
| Flag | Purpose | Best For |
|---|---|---|
--uc / --ultracompressed |
Token-efficient communication | Large operations, context pressure |
--orchestrate |
Optimize tool selection | Multi-tool operations, performance needs |
--loop |
Iterative improvement cycles | Code refinement, quality enhancement |
--validate |
Pre-execution risk assessment | Production environments, critical operations |
MCP Server Activation
| Flag | Server | Best For |
|---|---|---|
--c7 / --context7 |
Context7 | Official documentation, framework patterns |
--seq / --sequential |
Sequential | Complex analysis, debugging, system design |
--magic |
Magic | UI components, design systems, frontend work |
--morph / --morphllm |
Morphllm | Bulk transformations, pattern-based edits |
--serena |
Serena | Symbol operations, project memory, large codebases |
--play / --playwright |
Playwright | Browser testing, E2E scenarios, visual validation |
Framework Integration Quick Start
React/Next.js Projects
# Initialize with React patterns
--c7 --magic "implement Next.js authentication with TypeScript"
# Component development workflow
--magic --think "create responsive dashboard component"
Node.js/Express Backend
# API development with best practices
--c7 --seq "design RESTful API with Express and MongoDB"
# Performance optimization
--think --orchestrate "optimize database queries and caching"
Full-Stack Development
# Complete application workflow
--task-manage --all-mcp "build full-stack e-commerce platform"
# Integration testing
--play --seq "implement end-to-end testing strategy"
Problem-Solving Quick Reference
Immediate Issues
- Command not working: Check common-issues.md → Common SuperClaude Problems
- Session lost: Use
/sc:load→ See Session Management - Flag confusion: Check basic-examples.md → Flag Usage Examples
Development Blockers
- Performance slow: See Advanced Workflows → Performance Patterns
- Complex debugging: Use troubleshooting.md → Systematic Debugging
- Integration issues: Check integration-patterns.md → Framework Patterns
System-Level Issues
- Architecture problems: Use advanced-workflows.md → System Design
- Expert debugging: Apply diagnostic-reference.md → Advanced Analysis
- Custom workflow needs: Study advanced-patterns.md → Custom Orchestration advanced-patterns.md → Custom Orchestration
Documentation Health & Verification
Quality Assurance
- ✅ Commands Tested: All examples tested and functional
- ✅ Patterns Proven: Real-world usage validation in production environments
- ✅ Cross-References: Internal links verified and maintained
- ✅ Regular Updates: Documentation synchronized with framework evolution
Accuracy Standards
- Command Syntax: Verified against latest SuperClaude implementation
- Flag Behavior: Tested in multiple scenarios and environments
- MCP Integration: Confirmed compatibility with current MCP server versions
- Performance Claims: Benchmarked and measured in realistic conditions
Reporting Issues
Found outdated information or broken examples?
- Quick Fixes: Check common-issues.md first
- Documentation Bugs: Report via project issues with specific file and line
- Missing Patterns: Suggest additions with use case description
- Verification Requests: Request re-testing of specific examples
Expert Tips for Maximum Productivity
Daily Workflow Optimization
- Session Management: Always start with
/sc:load, end with/sc:save - Flag Combinations: Combine complementary flags:
--think --c7for documented analysis - Progressive Complexity: Start simple, add sophistication incrementally
- Tool Specialization: Match tools to tasks: Magic for UI, Sequential for analysis
Learning Acceleration
- Follow the Paths: Use recommended learning sequences for structured growth
- Practice Patterns: Repeat common workflows until they become intuitive
- Experiment Safely: Use feature branches and checkpoints for exploration
- Community Learning: Share discoveries and learn from others' approaches
Troubleshooting Mastery
- Systematic Approach: Always start with common-issues.md
- Evidence Gathering: Use
--thinkfor complex problem analysis - Root Cause Focus: Address underlying issues, not just symptoms
- Documentation First: Check official docs before experimental solutions
Advanced Resources & Integration
Framework-Specific Guides
- React/Next.js: See integration-patterns.md → React Integration
- Vue/Nuxt: See integration-patterns.md → Vue Ecosystem
- Node.js/Express: See integration-patterns.md → Backend Patterns
- Python/Django: See integration-patterns.md → Python Workflows
Specialized Workflows
- DevOps Integration: advanced-workflows.md → CI/CD Patterns
- Testing Strategies: advanced-patterns.md → Testing Orchestration
- Performance Engineering: Advanced Patterns → Complex Coordination
- Security Implementation: integration-patterns.md → Security Patterns
Community & Support
- Best Practices: Continuously updated based on community feedback
- Pattern Library: Growing collection of proven workflow patterns
- Expert Network: Connect with experienced SuperClaude practitioners
- Regular Updates: Documentation evolves with framework capabilities
Start Your Journey: New to SuperClaude? Begin with Quick Start Guide for immediate productivity gains.
Need Answers Now: Jump to basic-examples.md for copy-paste solutions.
Ready for Advanced: Explore advanced-patterns.md for expert-level orchestration.