Heal
技能 已验证 活跃AI self-healing through systematic subsystem assessment, rebalancing, and integration. Maps healing modalities to AI-internal processes: memory foundation, reasoning clarity, tool use accuracy, communication alignment, and creative coherence. Covers assessment triage, subsystem scanning, drift correction, and memory integration. Use mid-session when responses feel formulaic or disconnected, after a chain of errors suggesting subsystem drift, when context overload may have staled earlier assumptions, or as proactive maintenance between complex tasks.
To provide AI agents with a systematic procedure for self-assessment and correction, ensuring consistent and accurate performance throughout a session.
功能
- Systematic subsystem assessment
- AI self-healing and rebalancing
- Memory, reasoning, tool use, and communication alignment
- Drift correction and memory integration
使用场景
- Mid-session when responses feel formulaic or disconnected
- After a chain of errors suggesting subsystem drift
- When context overload may have staled earlier assumptions
- As proactive maintenance between complex tasks
非目标
- Performing external system diagnostics
- Repairing code or infrastructure outside the AI's own state
- Replacing fundamental AI model training or fine-tuning
Practical Utility
- info:Usage examplesWhile the SKILL.md details a procedure, it lacks concrete end-to-end examples of invocation and observable outcome.
安装
/plugin install agent-almanac@pjt222-agent-almanac质量评分
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