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AF brave-headless

Headless web search and content extraction via the Brave Search API. Features exponential-backoff retry, circuit breaker fault isolation, bounded-concurrency parallel page fetching, structured leveled logging, and smart paragraph-boundary truncation. No browser required. Use for web research, documentation lookup, URL content extraction, and any workflow requiring scriptable, non-interactive web search.

ClawHub Agent Skills author: kelexine v0.2.0 15 files body ≈ 978 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 34/100 · Will not run — References files that are not bundled: references/ARCHITECTURE.md

IntegrationInfrastructureWriting and documentstype 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
90/100
safety, quality, tests
Safety 60%
95
Quality 40%
82
Run on models
none yet
Process rating
F
34/100
Will not run
References files that are not bundled: references/ARCHITECTURE.md
Tools and files w 18
0
Steps w 15
0
Inputs and preconditions w 11
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 · 5

✓ No critical or high findings

Medium and low: 5
  • low Secrets in code secret-high-entropy-token package-lock.json:47
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…6lH+YywF…HvQ==",
    detector
  • low Secrets in code secret-high-entropy-token package-lock.json:174
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…bDg+dP8b/oWFA…xwa/Y3nMBaxVKbB/NsA==",
    detector
  • low Secrets in code secret-high-entropy-token package-lock.json:257
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…sIu+LxeW…jlv+CKHJM+cJLl…Ne3+vO6D…SuQ==",
    detector
  • low Secrets in code secret-high-entropy-token package-lock.json:294
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…GLw+xYSd…cqA==",
    detector
  • low Secrets in code secret-high-entropy-token package-lock.json:311
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…hCu+wO3O…kUg==",
    detector

Files scanned: 15. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: references/ARCHITECTURE.md

Process rating: all ten parameters 34/100

Will not run. References files that are not bundled: references/ARCHITECTURE.md
  • 0Tools and files. 1 referenced file(s) missing: references/ARCHITECTURE.md
  • 0Steps. Prose only: no discrete steps
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 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
  • 60Result and completion. Output format stated, no completion criterion
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 978 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)
  • +3No numbered steps or checklist
  • +2Single-language instructions
  • +3Description length 406: enough signal without eating the budget
  • +4Structure: 9 headings
  • +3Output format is stated explicitly
  • +4Has examples (6 code blocks)
  • +3All 10 scripts are documented
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 82.

External checks

ClawHub: clean
This skill is a straightforward Brave Search and webpage extraction tool with expected outbound web requests and no evidence of hidden persistence, exfiltration, or destructive behavior.
LLM: benign (high) · VirusTotal: benign · 28 May 2026