BC clawlite-investigate
中文：系统化 debug 与根因调查框架（调查-分析-假设-验证），只做针对根因的修复。适用于 bug 调试、异常行为分析、服务报错排查，提供可复验结论。 日本語：調査・分析・仮説・検証の4段階で根本原因を追うデバッグフレーム。表面的修正を避け、再発防止を意識した実証可能な結論を生成。 한국어：조사/분석/가설/검증 4단계로 근본 원인을 찾는 디버그 스킬. 증상 처리에 그치지 않고 검증 가능한 결론과 재발 방지 중심의 수정 방향을 제시. Español：Framework de depuración en 4 fases (investigar, analizar, hipótesis y validar). Soluciona desde la causa raíz, ideal para bugs y fallos de comportamiento con resultados verificables.
As a process C 55/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
- A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.
Guard findings · 0
✓ No critical or high findings
Files scanned: 2. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when")
Process rating: all ten parameters 55/100
- 0Result and completion. Does not say what the result is
- 0Inputs and preconditions. Does not say what the process needs to start
- 0Failures and branches. Linear process with no failure handling
- 20When it triggers. No condition that starts the skill
- 100Tools and files. No external tools needed
- 100Steps. 27 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 597 tokens
- 100Running it twice. No mutating operations
- 100Progress reporting. Reports progress
Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.
Quality signals
- +5Description has no quoted example phrases that should trigger the skill
- +4Description does not say when NOT to use the skill (false activations)
- +3Output format is not stated: the model decides each time
- +1No license
- +2Single-language instructions
- +3Description length 419: enough signal without eating the budget
- +4Structure: 8 headings
- +3Step-by-step instructions: 27 items
- +4Has examples (4 code blocks)
Quality base 70; lint remarks subtract, signals add up to 100. Result: 72.