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AC china-weather

中国天气查询工具。Use when user wants to check weather for Chinese cities. Supports current weather, forecast, air quality, life index with rich data and beautiful formatting. Free APIs with fallback strategy. 天气查询、天气预报、空气质量。

ClawHub Agent Skills author: ToBeWin v1.0.3 MIT-0 3 files body ≈ 3 276 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process C 54/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions

ProcedureInfrastructureData and analyticstype 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
92/100
safety, quality, tests
Safety 60%
98
Quality 40%
83
Run on models
none yet
Process rating
C
54/100
Has gaps
Result and completion w 14
0
Inputs and preconditions w 11
0
Progress reporting w 2
0
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 · 2

    ✓ No critical or high findings

    Medium and low: 2
    • low Exfiltration exfil-secret-in-url SKILL.md:68
      Credential passed in a URL query string (normal for some APIs — verify the host is the intended service) (placeholder value)
      curl "https://${QWEATHER_API_HOST}/v7/weather/now?location=…&key=…"
      placeholder
    • low Exfiltration net-credential-use SKILL.md:68
      Credential used in a network call (verify the destination is the intended service) (destination host is a configured variable)
      curl "https://${QWEATHER_API_HOST}/v7/weather/now?location=…&key=…"
      variable host

    Files scanned: 3. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    ✓ No remarks against the Agent Skills spec

    Process rating: all ten parameters 54/100

    • 0Result and completion. Does not say what the result is
    • 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
    • 40Consistency. Frontmatter name (china-weather) differs from the folder (weather-query-pro)
    • 50Failures and branches. 0 branches, has a failure section
    • 100Tools and files. No external tools needed
    • 100Steps. 21 steps
    • 100Execution cost. Instruction body is 3276 tokens
    • 100Running it twice. No mutating operations
    • 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)
    • +3Output format is not stated: the model decides each time
    • -215 emoji in the instructions: noise for the model
    • +2Single-language instructions
    • +3Description length 216: enough signal without eating the budget
    • +4Structure: 21 headings
    • +3Step-by-step instructions: 21 items
    • +4Has examples (9 code blocks)
    • +1License stated

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

    External checks

    ClawHub: clean
    This skill is a weather lookup helper that uses disclosed third-party weather APIs and optional API keys in ways that fit its stated purpose.
    LLM: benign (high) · VirusTotal: · 29 May 2026