AgentSkillsCN

Reflect

反射

SKILL.md

Reflect on Memory

Review and curate the project's knowledge graph stored in the memory MCP.

What This Skill Does

  1. •Reads the entire memory graph using mcp__memory__read_graph
  2. •Shows a summary of all entities and their observations
  3. •Identifies potential issues:
    • •Outdated information (references to old dates/versions)
    • •Contradictions between entities
    • •Missing relationships
    • •Vague claims lacking specifics
  4. •Cross-references with current codebase state (git log, key files)
  5. •Offers to update/delete/add based on findings

When to Use

  • •After major refactoring
  • •When memory seems stale or inaccurate
  • •Periodic maintenance (weekly recommended)
  • •After significant architectural changes
  • •When Claude seems confused about project state

Process

  1. •Load Memory: Call mcp__memory__read_graph to get all entities
  2. •Display Summary: Show each entity with observation count and types
  3. •Cross-Check:
    • •Run git log --oneline -10 to see recent work
    • •Check key files mentioned in memory still exist
    • •Verify dates and versions are current
  4. •Identify Issues:
    • •Mark outdated (wrong dates, old versions)
    • •Mark contradictions (conflicting observations)
    • •Mark incomplete (missing "why" or evidence)
  5. •Propose Actions:
    • •DELETE: Remove outdated entities
    • •UPDATE: Modify incorrect observations
    • •ADD: Create missing entities/observations
    • •RELATE: Add relationships between entities
  6. •Execute: Apply approved changes via MCP tools

Output Format

code
=== MEMORY REFLECTION ===

ENTITIES (N total):
1. [Entity Name] (Type) - N observations
   ✓ Current | ⚠ Stale | ✗ Outdated

ISSUES FOUND:
- [Entity]: Issue description
  → Recommended action

PROPOSED CHANGES:
□ Delete "Old Entity"
□ Update "Entity X" observation about...
□ Add observation to "Entity Y"

Approve changes? [y/n/selective]

Example Usage

code
/reflect

Claude will:
1. Load all 7 memory entities
2. Check git log for recent activity
3. Verify "Dec 2025" dates are current
4. Cross-check PostgreSQL/Python claims against codebase
5. Report any stale V3 Cloudflare references
6. Propose cleanup actions