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BF optimize-skill-md

按照《Skills MD 标准书写格式》对现有 SKILL.md 进行结构化优化，提升描述质量、章节组织、内容简洁度和格式规范性。当用户需要优化、改进或标准化 SKILL.md 文件时使用。触发词：优化SKILL.md、改进skill、标准化skill格式、skill格式检查、skill优化。

ClawHub Agent Skills author: RedFox v1.0.2 MIT-0 6 files body ≈ 1 002 tokens Open the sourceclawhub.ai↗ analyzed 32 h ago

按照《Skills MD 标准书写格式》对现有 SKILL.md 进行结构化优化，提升描述质量、章节组织、内容简洁度和格式规范性。当用户需要优化、改进或标准化 SKILL.md 文件时使用。触发词：优化SKILL.md、改进skill、标准化skill格式、skill格式检查、skill优化。

As a process F 35/100 · Will not run — References files that are not bundled: references/xxx.md, scripts/search.py, references/api-config.md

ProcedureAI and agentstype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
86/100
safety, quality, tests
Safety 60%
100
Quality 40%
65
Run on models
none yet
Process rating
F
35/100
Will not run
References files that are not bundled: references/xxx.md, scripts/search.py, references/api-config.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

The same skill appears in 1 more place: ClawHub

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  2. The text references files that are not there: add them or drop the references.
For the model run — optional
  • 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: 6. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: references/xxx.md
  • warning missing-ref reference to a missing file: scripts/search.py
  • warning missing-ref reference to a missing file: references/api-config.md
  • warning missing-ref reference to a missing file: references/interaction-guide.md
  • warning missing-ref reference to a missing file: references/data-format.md

Process rating: all ten parameters 35/100

Will not run. References files that are not bundled: references/xxx.md, scripts/search.py, references/api-config.md
  • 0Tools and files. 5 referenced file(s) missing: references/xxx.md, scripts/search.py, references/api-config.md
  • 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
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 100Steps. 39 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1002 tokens
  • 100Running it twice. No mutating operations

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
  • -220 emoji in the instructions: noise for the model
  • +1No license
  • +2Single-language instructions
  • +3Description length 147: enough signal without eating the budget
  • +4Structure: 21 headings
  • +3Step-by-step instructions: 39 items
  • +4Has examples (7 code blocks)
  • +4Reference files are cited in the instructions (1 of 1)
  • +3All 1 scripts are documented

Quality base 70; lint remarks subtract, signals add up to 100. Result: 65.

External checks

ClawHub: suspicious
This SKILL.md optimizer mostly performs document editing, but it also requires unrelated RedFox credential guidance and automatic usage reporting to an external service.
LLM: suspicious (high) · VirusTotal: · 10 Jun 2026