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AF skills-audit

审计技能库健康度：项目画像→七维评分→容量预警→趋势对比→快照回滚。 支持技能/项目双模式 + CI/CD。Capabilities: skill audit, project profiling, 7-dim scoring, capacity analysis, liveness check, snapshot rollback, CI mode.

ClawHub Agent Skills author: Zhengqian v5.9.2 MIT-0 52 files · 2 scripts body ≈ 1 672 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 48/100 · Will not run — References files that are not bundled: references/installation.md

AnalyzerInfrastructuretype 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
A
91/100
safety, quality, tests
Safety 60%
98
Quality 40%
80
Run on models
none yet
Process rating
F
48/100
Will not run
References files that are not bundled: references/installation.md
Tools and files w 18
0
Result and completion w 14
0
Progress reporting w 2
0
the three weakest of ten parameters · all ten

How to improve

  1. 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 · 2

✓ No critical or high findings

Medium and low: 2
  • low Dangerous commands cmd-pipe-to-shell-known-host install.sh:2
    Pipe-to-shell installer from a well-known host (still executes remote code) (code comment)
    # skills-audit installer — curl -sL https://raw.githubusercontent.com/gtbwpkwjnb-alt/skills-audit-skill/main/install.sh | bash
    comment
  • low Dangerous commands cmd-pipe-to-shell-known-host README.md:68
    Pipe-to-shell installer from a well-known host (still executes remote code) (documentation of a security skill)
    curl -sL https://raw.githubusercontent.com/gtbwpkwjnb-alt/skills-audit-skill/main/install.sh | bash
    security skill

Files scanned: 43. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: references/installation.md
  • note frontmatter-key unknown frontmatter key "requires"

Process rating: all ten parameters 48/100

Will not run. References files that are not bundled: references/installation.md
  • 0Tools and files. 1 referenced file(s) missing: references/installation.md
  • 0Result and completion. Does not say what the result is
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 50Failures and branches. 0 branches, has a failure section
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 100Steps. 47 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1672 tokens
  • 100Running it twice. No mutating operations
  • low 14 top-level sections: this looks like several domains in one skill

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
  • -215 emoji in the instructions: noise for the model
  • +2Single-language instructions
  • +3Description length 177: enough signal without eating the budget
  • +4Structure: 20 headings
  • +3Step-by-step instructions: 47 items
  • +4Has examples (3 code blocks)
  • +4Reference files are cited in the instructions (6 of 7)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 80.

External checks

ClawHub: suspicious
This skill is a real audit and skill-maintenance tool, but it should go to Review because its installer and maintenance workflows can make broad local changes without enough guardrails.
LLM: suspicious (high) · VirusTotal: · 9 Jul 2026