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Debug Fast Fail | Skills Pool

技能档案

Debug Fast Fail

Use only when the exam project fails to start, fails a key test, or returns the wrong contract. Prioritize the fastest evidence path to restore the main loop. Not for large refactors or speculative cleanup.

Yuki-zik0 星标2026年3月18日

职业
分类: 测试

技能内容

Source Lineage

Primary inherited sources:

legacy/ecc-source/agents/build-error-resolver.md
legacy/ecc-source/commands/build-fix.md
legacy/ecc-source/skills/verification-loop/SKILL.md
legacy/ecc-source/skills/continuous-agent-loop/SKILL.md

Inherited methods:

detect the real stack before choosing commands
reproduce once, then group errors by file and dependency order
fix one blocker at a time with minimal diffs
rerun the smallest relevant check after each change
recover the main loop before doing cleanup

When To Use

Use this when the main path breaks and time pressure matters.

Expected Outputs

a short failure summary
the smallest next diagnostic step
the smallest fix that restores the main loop
a note on whether more cleanup was intentionally skipped

相关技能

快速安装

Debug Fast Fail

npx skills add Yuki-zik/ai-coding-assessment-toolkit

下载 Skill 打开源码仓库

作者: Yuki-zik
星标: 0
更新时间: 2026年3月18日
职业

本页内容

01Source Lineage

Debug Order

reproduce the failure once
identify whether it is startup, dependency, contract, build, or test related
inspect the narrowest relevant file or log
fix only what blocks the main loop
rerun the smallest meaningful check

Guardrails

Stop and escalate the diagnosis if:

the same error survives three careful attempts
the proposed fix is really an architectural rewrite
the change set is growing faster than confidence
the failure comes from missing dependencies or environment the exam does not expect you to provision

Failure Categories

startup failure
missing dependency or configuration
invalid request or response shape
adapter or upstream failure
broken test expectation

What Not To Do

do not rewrite working code while debugging
do not broaden the change set without evidence
do not pause on cleanup that does not affect delivery
do not run the full verification suite when one focused command can confirm the fix

02

When To Use

03Expected Outputs

06Failure Categories

07What Not To Do

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