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ClawHub Agent Skills author: Brian Palmer v1.0.3 8 files body ≈ 2 922 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process C 64/100 · Has gaps — weak spots: when it triggers, inputs and preconditions, running it twice

IntegrationInfrastructuretype 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
89/100
safety, quality, tests
Safety 60%
95
Quality 40%
79
Run on models
none yet
Process rating
C
64/100
Has gaps
Inputs and preconditions w 11
0
When it triggers w 12
20
Running it twice w 4
30
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
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 · 5

✓ No critical or high findings

Medium and low: 5
  • low Exfiltration net-credential-use SKILL.md:67
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-Shelter-Key: $SHELTER_API_KEY" \
    security skill
  • low Exfiltration net-credential-use SKILL.md:93
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-Shelter-Key: $SHELTER_API_KEY" \
    security skill
  • low Exfiltration net-credential-use SKILL.md:123
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-Shelter-Key: $SHELTER_API_KEY" \
    security skill
  • low Exfiltration net-credential-use SKILL.md:144
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-Shelter-Key: $SHELTER_API_KEY" \
    security skill
  • low Exfiltration net-credential-use SKILL.md:166
    Credential used in a network call (verify the destination is the intended service) (documentation of a security skill)
    curl -s -H "X-Shelter-Key: $SHELTER_API_KEY" \
    security skill

Files scanned: 8. 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")

Process rating: all ten parameters 64/100

  • 0Inputs and preconditions. Does not say what the process needs to start
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 5 mutating operations with no state check
  • 60Tools and files. Uses tools (web) that frontmatter does not declare
  • 60Result and completion. Output format stated, no completion criterion
  • 100Steps. 53 steps
  • 100Failures and branches. 7 branches, has a failure section
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2922 tokens
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

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)
  • +1No license
  • +2Single-language instructions
  • +3Description length 231: enough signal without eating the budget
  • +4Structure: 23 headings
  • +3Step-by-step instructions: 53 items
  • +3Output format is stated explicitly
  • +4Has examples (12 code blocks)
  • +4Reference files are cited in the instructions (1 of 1)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 79.

External checks

ClawHub: clean
This is a disclosed read-only Shelter financial-data integration, but users should treat its API key and returned financial insights as sensitive.
LLM: benign (high) · VirusTotal: benign · 28 May 2026