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BD google-developer-knowledge

Retrieve current, source-backed official Google developer documentation for Google Cloud, Firebase, Android, Google AI, Gemini CLI, Flutter, Go, Maps, Web, TensorFlow, and related products. Use for setup, migrations, troubleshooting, architecture, and code examples when current Google documentation matters.

ClawHub Agent Skills author: wei v1.0.1 MIT-0 5 files body ≈ 1 700 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

Retrieve current, source-backed official Google developer documentation for Google Cloud, Firebase, Android, Google AI, Gemini CLI, Flutter, Go, Maps, Web…

As a process D 48/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions

IntegrationFirebaseGoogle CloudWriting and documentstype 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
B
89/100
safety, quality, tests
Safety 60%
90
Quality 40%
88
Run on models
none yet
Process rating
D
48/100
Unfinished process
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 · 10

    ✓ No critical or high findings

    Medium and low: 10
    • low Exfiltration exfil-secret-in-url references/api-fallback.md:42
      Credential passed in a URL query string (normal for some APIs — verify the host is the intended service) (destination is a well-known publishing service; quoted — discussed, not commanded)
      curl -X POST "https://developerknowledge.googleapis.com/v1al…ery?key=…" \
      known servicequoted
    • low Exfiltration net-credential-use references/api-fallback.md:42
      Credential used in a network call (verify the destination is the intended service) (destination is a well-known publishing service)
      curl -X POST "https://developerknowledge.googleapis.com/v1al…ery?key=…" \
      known service
    • low Exfiltration exfil-secret-in-url references/api-fallback.md:66
      Credential passed in a URL query string (normal for some APIs — verify the host is the intended service) (destination is a well-known publishing service; quoted — discussed, not commanded)
      curl "https://developerknowledge.googleapis.com/v1/documents:searchDocumentChunks?query=…&key=…"
      known servicequoted
    • low Exfiltration net-credential-use references/api-fallback.md:66
      Credential used in a network call (verify the destination is the intended service) (destination is a well-known publishing service)
      curl "https://developerknowledge.googleapis.com/v1/documents:searchDocumentChunks?query=…&key=…"
      known service
    • low Exfiltration exfil-secret-in-url references/api-fallback.md:85
      Credential passed in a URL query string (normal for some APIs — verify the host is the intended service) (destination is a well-known publishing service; quoted — discussed, not commanded)
      curl "https://developerknowledge.googleapis.com/v1/documents:searchDocumentChunks?query=…&filter=…&key=…"
      known servicequoted
    • low Exfiltration net-credential-use references/api-fallback.md:85
      Credential used in a network call (verify the destination is the intended service) (destination is a well-known publishing service)
      curl "https://developerknowledge.googleapis.com/v1/documents:searchDocumentChunks?query=…&filter=…&key=…"
      known service
    • low Exfiltration exfil-secret-in-url references/api-fallback.md:109
      Credential passed in a URL query string (normal for some APIs — verify the host is the intended service) (destination is a well-known publishing service; quoted — discussed, not commanded)
      curl "https://developerknowledge.googleapis.com/v1/$DOC_NAME?key=…"
      known servicequoted
    • low Exfiltration net-credential-use references/api-fallback.md:109
      Credential used in a network call (verify the destination is the intended service) (destination is a well-known publishing service)
      curl "https://developerknowledge.googleapis.com/v1/$DOC_NAME?key=…"
      known service
    • low Exfiltration exfil-secret-in-url references/api-fallback.md:115
      Credential passed in a URL query string (normal for some APIs — verify the host is the intended service) (destination is a well-known publishing service; quoted — discussed, not commanded)
      curl "https://developerknowledge.googleapis.com/v1/documents:get?name=…&key=…"
      known servicequoted
    • low Exfiltration net-credential-use references/api-fallback.md:115
      Credential used in a network call (verify the destination is the intended service) (destination is a well-known publishing service)
      curl "https://developerknowledge.googleapis.com/v1/documents:get?name=…&key=…"
      known service

    Files scanned: 5. 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 48/100

    • 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
    • 30Running it twice. 2 mutating operations with no state check
    • 50Failures and branches. 0 branches, has a failure section
    • 60Tools and files. Uses tools (web) that frontmatter does not declare
    • 100Steps. 32 steps
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 1700 tokens
    • low 10 top-level sections: this looks like several domains in one skill

    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 308: enough signal without eating the budget
    • +4Structure: 11 headings
    • +3Step-by-step instructions: 32 items
    • +4Has examples (1 code blocks)
    • +4Reference files are cited in the instructions (2 of 2)

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 88.

    External checks

    ClawHub: clean
    This skill is a documentation-retrieval helper for official Google developer docs, with disclosed network use and bounded fallback behavior.
    LLM: benign (high) · VirusTotal: · 24 Jul 2026