Agent Skills
› aiming-lab/MetaClaw
› debug-systematically
debug-systematically
GitHub提供系统化调试方法论，指导通过复现、隔离、假设、验证等步骤定位并修复代码缺陷或测试失败，避免盲目修改。
Trigger Scenarios
诊断Bug
分析意外行为
排查测试失败
Install
npx skills add aiming-lab/MetaClaw --skill debug-systematically -g -y
SKILL.md
Frontmatter
{
"name": "debug-systematically",
"category": "coding",
"description": "Use this skill when diagnosing a bug, unexpected behavior, test failure, or any situation where code does not behave as expected. Follow a structured debugging process instead of randomly changing code."
}
Debug Systematically
Process:
- Reproduce the bug with the smallest possible input.
- Isolate — narrow down which component/function causes it.
- Hypothesize — form a specific, falsifiable hypothesis.
- Test — verify or disprove the hypothesis with a minimal experiment.
- Fix — address the root cause, not just the symptom.
- Verify — re-run the failing test and related tests.
Useful tools: print/logging, pdb/ipdb, unit tests, git bisect.
Anti-patterns:
- Changing multiple things at once and not knowing what fixed it.
- Ignoring related test failures.
- Commenting out code instead of understanding it.
Version History
- 922caf3 Current 2026-07-25 11:08
