Self Improving Agent
技能 已验证 活跃Curate Claude Code's auto-memory into durable project knowledge. Analyze MEMORY.md for patterns, promote proven learnings to CLAUDE.md and .claude/rules/, extract recurring solutions into reusable skills. Use when: (1) reviewing what Claude has learned about your project, (2) graduating a pattern from notes to enforced rules, (3) turning a debugging solution into a skill, (4) checking memory health and capacity.
To curate Claude Code's auto-memory into durable, structured project knowledge, ensuring that valuable learnings are captured, promoted to enforced rules, and extracted into reusable skills.
功能
- Analyzes AI auto-memory (`MEMORY.md`) for patterns
- Promotes proven learnings to project rules (`CLAUDE.md`, `.claude/rules/`)
- Extracts recurring solutions into reusable skills
- Checks memory health and capacity
- Provides explicit knowledge saving to auto-memory
使用场景
- Reviewing what Claude has learned about your project
- Graduating a pattern from notes to enforced rules
- Turning a debugging solution into a reusable skill
- Checking memory health and capacity
非目标
- Directly managing AI conversation history
- Replacing the core functionality of Claude Code's auto-memory
- Generating entirely new AI models or agents
工作流
- Analyze MEMORY.md for promotion candidates, stale entries, consolidation opportunities
- Approve and promote a pattern from MEMORY.md to CLAUDE.md or `.claude/rules/`
- Extract a proven pattern into a standalone skill
- Check memory health dashboard (line counts, topic files, recommendations)
- Explicitly save important knowledge to auto-memory
Practical Utility
- info:Edge casesThe SKILL.md mentions limitations of auto-memory (e.g., 200-line limit, lack of judgment) which are indirectly addressed by the skill's purpose, but specific failure modes and recovery steps for the skill's own operations are not detailed.
安装
请先添加 Marketplace
/plugin marketplace add alirezarezvani/claude-skills/plugin install self-improving-agent@claude-code-skills质量评分
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