Cedric Hurst bea4bfe289
docs: Replace Mindbase References with ReflexionMemory (#464)
* 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>
2025-10-31 08:44:35 +05:30
..

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 | |


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

Development Blockers

System-Level Issues


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?

  1. Quick Fixes: Check common-issues.md first
  2. Documentation Bugs: Report via project issues with specific file and line
  3. Missing Patterns: Suggest additions with use case description
  4. Verification Requests: Request re-testing of specific examples

Expert Tips for Maximum Productivity

Daily Workflow Optimization

  1. Session Management: Always start with /sc:load, end with /sc:save
  2. Flag Combinations: Combine complementary flags: --think --c7 for documented analysis
  3. Progressive Complexity: Start simple, add sophistication incrementally
  4. Tool Specialization: Match tools to tasks: Magic for UI, Sequential for analysis

Learning Acceleration

  1. Follow the Paths: Use recommended learning sequences for structured growth
  2. Practice Patterns: Repeat common workflows until they become intuitive
  3. Experiment Safely: Use feature branches and checkpoints for exploration
  4. Community Learning: Share discoveries and learn from others' approaches

Troubleshooting Mastery

  1. Systematic Approach: Always start with common-issues.md
  2. Evidence Gathering: Use --think for complex problem analysis
  3. Root Cause Focus: Address underlying issues, not just symptoms
  4. Documentation First: Check official docs before experimental solutions

Advanced Resources & Integration

Framework-Specific Guides

Specialized Workflows

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.