Individual skill
agent-introspection-debugging
针对AI代理故障的结构化自调试工作流程，包括捕获、诊断、受限恢复和内省报告。
docs/zh-CN/skills/agent-introspection-debugging/SKILL.md
Source commit b38be6a7f6350964d59328b52f0624e1d1d552d1
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 3, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 299,368
- Repository last updated
- Nov 6, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- anthropic Repository topic
- claude Repository topic
- claude-code Repository topic
- developer-tools Repository topic
- llm Repository topic
- mcp Repository topic
- productivity Repository topic
- testing Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 5,138 bytes
Read excerpt
# 智能体内省调试
当智能体运行反复失败、消耗令牌却无进展、在相同工具上循环或偏离预期任务时，使用此技能。
这是一个工作流技能，而非隐藏运行时。它教会智能体在升级给人类之前，系统性地自我调试。
## 何时激活
* 达到最大工具调用/循环限制失败
* 重复重试但无任何进展
* 上下文增长或提示漂移导致输出质量下降
* 文件系统或环境状态与预期不匹配
* 可通过诊断和较小纠正措施恢复的工具故障
