SKILLEMALL.ai
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AF felo

AI-synthesized web search via Felo API — aggregates 15-40 sources into structured summaries. Use when: (1) researching a topic that needs multi-source synthesis, (2) scanning community trends (Reddit, GitHub, X, blogs), (3) market news requiring cross-source analysis, (4) phrases like '幫我查', '搜尋一下', 'research', 'what's trending'. NOT for: single-site lookups (use web_fetch), time-critical queries needing exact timestamps (use web_search), or quick 1-second lookups.

ClawHub Agent Skills author: Logan v1.2.0 2 files body ≈ 819 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

As a process F 52/100 · Will not run — References files that are not bundled: \(.link

IntegrationGitHubWriting and documentsInfrastructureAI 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
A
94/100
safety, quality, tests
Safety 60%
100
Quality 40%
86
Run on models
none yet
Process rating
F
52/100
Will not run
References files that are not bundled: \(.link
Tools and files w 18
0
Inputs and preconditions w 11
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 · 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 missing-ref reference to a missing file: \(.link

Process rating: all ten parameters 52/100

Will not run. References files that are not bundled: \(.link
  • 0Tools and files. 1 referenced file(s) missing: \(.link
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 50When 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
  • 100Steps. 21 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 819 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
  • +2Single-language instructions
  • +4Description says when NOT to use the skill
  • +3Description length 469: enough signal without eating the budget
  • +4Structure: 10 headings
  • +3Step-by-step instructions: 21 items
  • +3Output format is stated explicitly
  • +4Has examples (4 code blocks)
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 86.

External checks

ClawHub: clean
This skill is a straightforward Felo web-search helper that sends search queries to Felo using the user's API key, which matches its stated purpose.
LLM: benign (high) · VirusTotal: · 29 May 2026