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AC amap-weather

Query weather via Amap (高德) Weather API — China's most accurate location-based weather service. Use when user asks about weather in Chinese cities, mentions 高德/amap weather, or needs weather data for China locations. Supports real-time conditions and 4-day forecasts. Requires AMAP_API_KEY env var. Trigger phrases: 天气, weather in Beijing/Shanghai/etc, 高德天气, 今天天气怎么样, 明天下雨吗, 未来几天天气.

ClawHub Agent Skills author: Wen v1.0.0 MIT-0 4 files body ≈ 442 tokens Open the sourceclawhub.ai↗ analyzed 4 d ago

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

IntegrationInfrastructureData 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
94/100
safety, quality, tests
Safety 60%
96
Quality 40%
91
Run on models
none yet
Process rating
C
54/100
Has gaps
Result and completion w 14
0
Failures and branches w 10
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 · 4

    ✓ No critical or high findings

    Medium and low: 4
    • low Exfiltration exfil-secret-in-url SKILL.md:42
      Credential passed in a URL query string (normal for some APIs — verify the host is the intended service) (placeholder value)
      curl -s "https://restapi.amap.com/v3/weather/weatherInfo?key=…&city=…&extensions=base"
      placeholder
    • low Exfiltration net-credential-use SKILL.md:42
      Credential used in a network call (verify the destination is the intended service) (the skill's own vendor host)
      curl -s "https://restapi.amap.com/v3/weather/weatherInfo?key=…&city=…&extensions=base"
      vendor-host
    • low Exfiltration exfil-secret-in-url SKILL.md:45
      Credential passed in a URL query string (normal for some APIs — verify the host is the intended service) (placeholder value)
      curl -s "https://restapi.amap.com/v3/weather/weatherInfo?key=…&city=…&extensions=all"
      placeholder
    • low Exfiltration net-credential-use SKILL.md:45
      Credential used in a network call (verify the destination is the intended service) (the skill's own vendor host)
      curl -s "https://restapi.amap.com/v3/weather/weatherInfo?key=…&city=…&extensions=all"
      vendor-host

    Files scanned: 4. 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
    • 0Failures and branches. Linear process with no failure handling
    • 0Progress reporting. Says nothing while it works
    • 20When it triggers. No condition that starts the skill
    • 60Tools and files. Uses tools (web) that frontmatter does not declare
    • 70Inputs and preconditions. Inputs and preconditions are listed
    • 100Steps. 11 steps
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 442 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)
    • +3Output format is not stated: the model decides each time
    • +1No license
    • +2Single-language instructions
    • +3Description length 382: enough signal without eating the budget
    • +4Structure: 7 headings
    • +3Step-by-step instructions: 11 items
    • +4Has examples (2 code blocks)
    • +4Reference files are cited in the instructions (1 of 1)
    • +3All 1 scripts are documented

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 91.

    External checks

    ClawHub: clean
    This is a straightforward Amap weather lookup skill that clearly discloses its API key and network use.
    LLM: benign (high) · VirusTotal: · 29 May 2026