SKILLEMALL.ai
GitHub ↗ RU Sign in

AB weather-search

Query real-time weather information using Amap (高德地图) Weather API. Use when user asks about weather, temperature, wind, humidity for Chinese cities. Requires AMAP_API_KEY environment variable.

ClawHub Agent Skills author: George-China v1.0.0 MIT-0 3 files · 1 script body ≈ 669 tokens Open the sourceclawhub.ai↗ analyzed 5 d ago

As a process B 67/100 · Nearly there — weak spots: when it triggers, failures and branches, running it twice

IntegrationInfrastructuretype 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%
97
Quality 40%
86
Run on models
none yet
Process rating
B
67/100
Nearly there
Failures and branches w 10
0
Progress reporting w 2
0
When it triggers w 12
20
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 · 3

    ✓ No critical or high findings

    Medium and low: 3
    • low Exfiltration exfil-secret-in-url SKILL.md:99
      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?city=…&key=…&output=json" | jq '.'
      placeholder
    • low Exfiltration net-credential-use SKILL.md:99
      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?city=…&key=…&output=json" | jq '.'
      vendor-host
    • low Exfiltration exfil-secret-in-url weather.sh:27
      Credential passed in a URL query string (normal for some APIs — verify the host is the intended service) (placeholder value)
      API_URL="https://restapi.amap.com/v3/weather/weatherInfo?city=…&key=…&output=json"
      placeholder

    Files scanned: 3. 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 67/100

    • 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
    • 30Running it twice. 2 mutating operations with no state check
    • 60Result and completion. Output format stated, no completion criterion
    • 70Inputs and preconditions. Inputs and preconditions are listed
    • 100Tools and files. No external tools needed
    • 100Steps. 9 steps
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 669 tokens

    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)
    • +1No license
    • +2Single-language instructions
    • +3Description length 192: enough signal without eating the budget
    • +4Structure: 13 headings
    • +3Step-by-step instructions: 9 items
    • +3Output format is stated explicitly
    • +4Has examples (8 code blocks)

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

    External checks

    ClawHub: clean
    This skill is a straightforward weather lookup tool that uses a user-provided Amap API key to request weather data.
    LLM: benign (high) · VirusTotal: · 29 May 2026