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AB scouts-ai-search

Search the public web via the SCOUTS-AI `/api/search` HTTP endpoint when the user needs fresh internet context, citations, or fact verification. Use the `exec` tool to call `curl` against `https://scouts-ai.com/api/search`. No API key required.

ClawHub Agent Skills author: Tetka Andrei v0.1.1 MIT-0 5 files · 2 scripts body ≈ 2 055 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

Search the public web via the SCOUTS-AI /api/search HTTP endpoint when the user needs fresh internet context, citations, or fact verification.

As a process B 65/100 · Nearly there — weak spots: inputs and preconditions, consistency, running it twice

IntegrationResearchtype 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
93/100
safety, quality, tests
Safety 60%
99
Quality 40%
83
Run on models
none yet
Process rating
B
65/100
Nearly there
Inputs and preconditions w 11
0
Running it twice w 4
30
Consistency w 8
40
the three weakest of ten parameters · all ten

How to improve

    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 · 1

    ✓ No critical or high findings

    Medium and low: 1
    • low Dangerous commands cmd-background-process scripts/smoke.sh:28
      Starts a background / autostarted process
      disown "$server_pid" 2>/dev/null || true

    Files scanned: 5. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    • note frontmatter-key unknown frontmatter key "homepage"

    Process rating: all ten parameters 65/100

    • 0Inputs and preconditions. Does not say what the process needs to start
    • 30Running it twice. 4 mutating operations with no state check
    • 40Consistency. Frontmatter name (scouts-ai-search) differs from the folder (scouts-ai-skill)
    • 60Tools and files. Uses tools (bash, web) that frontmatter does not declare
    • 60Result and completion. Output format stated, no completion criterion
    • 70When it triggers. States when to use, but not when not to
    • 100Steps. 32 steps
    • 100Failures and branches. 5 branches, has a failure section
    • 100Execution cost. Instruction body is 2055 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)
    • -32 of 2 scripts are never mentioned in SKILL.md
    • +1No license
    • +2Single-language instructions
    • +3Description length 244: enough signal without eating the budget
    • +4Structure: 8 headings
    • +3Step-by-step instructions: 32 items
    • +3Output format is stated explicitly
    • +4Has examples (3 code blocks)

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 83.

    External checks

    ClawHub: clean
    This skill is a straightforward web-search helper that discloses its use of curl and an external SCOUTS-AI HTTPS endpoint, with privacy cautions and no hidden persistence or credential use.
    LLM: benign (high) · VirusTotal: · 12 Jun 2026