robbyt/reflect

CLAUDE.md Reflection

Analyze recent conversation history to identify improvements for CLAUDE.md memory files.

Workflow

Phase 1: Analysis

Find all CLAUDE.md files:

python scripts/find_claude_md.py

Analyze conversation for:

• Repeated corrections from the user
• Misunderstandings of user requests
• Missing context that caused confusion
• Inconsistencies between responses and user expectations
• Instructions that belong in a different memory file

Read reference materials:

• references/memory-locations.md - Memory file hierarchy and placement
• references/anti-patterns.md - Common mistakes to avoid

Phase 2: Interaction

Present findings using AskUserQuestion with checkboxes.

For each suggestion:

1. Explain the issue found in conversation
2. Propose specific change (add, update, or delete)
3. Identify which memory file to update
4. Show the exact text to add/modify

Example:

Issue: Repeatedly used 'var' instead of 'const' in JavaScript
Proposal: Add "NEVER use var in JavaScript, use const or let"
File: ./frontend/CLAUDE.md

Wait for user approval before implementing.

Phase 3: Implementation

For approved changes:

1. Select correct memory file:

   • ./CLAUDE.md - Project-wide, shared with team
   • ./.claude/CLAUDE.md - Alternative project location
   • ./.claude/rules/*.md - Modular topic-specific rules
   • ~/.claude/CLAUDE.md - Personal preferences (all projects)
   • ./CLAUDE.local.md - Personal project-specific (gitignored)

2. Apply changes:

   • Keep minimal and targeted
   • Use bullet points, not paragraphs
   • Be specific ("Use 2-space indentation" not "Format code properly")
   • Add emphasis (NEVER, ALWAYS) only where critical
   • Maintain existing structure

3. Avoid anti-patterns:

   • NO hyperbolic language (crucial, proper, robust)
   • NO vague instructions (write good code, use best practices)
   • NO historical comments (we used to do X)
   • NO redundant information

Memory File Hierarchy

| Type | Location | Purpose | Shared | |------|----------|---------|--------| | Project | ./CLAUDE.md | Team instructions | Yes (git) | | Rules | ./.claude/rules/*.md | Modular topic rules | Yes (git) | | User | ~/.claude/CLAUDE.md | Personal preferences | No | | Local | ./CLAUDE.local.md | Personal project prefs | No (gitignored) |

Files higher in hierarchy take precedence. Use @path/to/file syntax to import files.

Resources

• scripts/find_claude_md.py - Locate all CLAUDE.md files
• references/memory-locations.md - Detailed memory hierarchy docs
• references/anti-patterns.md - Common mistakes to avoid