AgentSkillsCN

reflect

回顾当前会话，提炼经验教训，更新知识储备，持续提升技能水平。

SKILL.md
--- frontmatter
name: reflect
description: Reflect on the current session to extract learnings, update knowledge, and improve skills.
user_invocable: true

Autolearn: Reflect

Deliberate retrospective analysis for continuous improvement. Extracts learnings from the current session and stores them in MCP Memory and rules files.

<essential_principles>

Learning Hierarchy

  1. •CORRECTIONS -- Mistakes made and fixed (highest value)
  2. •GOTCHAS -- Surprising behaviors or platform issues
  3. •PATTERNS -- Reusable approaches that work well
  4. •DECISIONS -- Architectural choices with rationale
  5. •PREFERENCES -- User workflow and style preferences

Storage Targets

  • •MCP Memory: All learnings (persistent knowledge graph across sessions)
  • •Rules files (~/.claude/rules/): Patterns, gotchas, and preferences (auto-loaded every session)
  • •Rules files are the fast path -- they're injected into every session automatically
  • •MCP Memory is the deep store -- searchable, relational, comprehensive

Deduplication is Critical

  • •Always search MCP Memory before creating entities: search_nodes with relevant keywords
  • •If an entity exists, add an observation instead of creating a duplicate
  • •Read rules files before appending to avoid duplicate entries

Context Sensitivity

  • •Only extract learnings that are genuinely reusable across sessions
  • •Don't store trivial or one-off observations
  • •Focus on knowledge that would have saved time if known earlier

</essential_principles>

<references> - references/memory-schema.md -- Entity types, relation types, observation format - references/learning-categories.md -- Classification guide with priority and confidence thresholds </references> <intake> What would you like to reflect on?
  1. •Quick reflect -- Fast end-of-task assessment (what worked, what didn't, store key learnings)
  2. •Session review -- Comprehensive session retrospective with full MCP Memory sync
  3. •Update knowledge -- Merge accumulated learnings into rules files
  4. •Skill improvement -- Analyze past mistakes and improve existing skills/agents

Wait for response before proceeding. </intake>

<routing> | Response | Workflow | |----------|----------| | 1, "quick", "fast", "brief" | workflows/quick-reflect.md | | 2, "session", "review", "comprehensive", "full" | workflows/session-review.md | | 3, "update", "knowledge", "rules", "merge" | workflows/update-knowledge.md | | 4, "skill", "improve", "agent", "fix" | workflows/skill-improvement.md |

After reading the workflow, follow it exactly. </routing>

<tool_restrictions>

  • •MCP Memory tools: create_entities, create_relations, add_observations, search_nodes, read_graph
  • •File tools: Read, Edit, Write (for rules files only)
  • •Glob, Grep (for searching existing rules/skills) </tool_restrictions>