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AC claude-api

Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic SDKs, or Agent SDK. DO NOT TRIGGER when: code imports `openai`/other AI SDK, general programming, or ML/data-science tasks.

ClawHub Agent Skills author: yang1002378395-cmyk v1.0.0 MIT-0 27 files body ≈ 4 649 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process C 63/100 · Has gaps — weak spots: inputs and preconditions, consistency, running it twice

IntegrationAI and agentstype 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
90/100
safety, quality, tests
Safety 60%
91
Quality 40%
88
Run on models
none yet
Process rating
C
63/100
Has gaps
Inputs and preconditions w 11
0
Progress reporting w 2
0
Running it twice w 4
30
the three weakest of ten parameters · all ten
This is a copy of a skill from another catalog; the rating counts the canonical one: claude-api (ClawHub)

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 · 9

    ✓ No critical or high findings

    Medium and low: 9
    • low Secrets in code secret-high-entropy-token go/claude-api.md:331
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      Also available: `WebF…ram`, `Memo…ram`, `Tool…ram`, `Tool…ram`.
      quoted
    • low Secrets in code secret-high-entropy-token go/claude-api.md:404
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      Other edit types: `Beta…ram`, `Beta…ram`.
      quoted
    • low Secrets in code secret-high-entropy-token php/claude-api.md:241
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      **Server-side tools** (bash, web_search, text_editor, code_execution) are GA and work on both paths — `Anthropic\Messages\Tool…124` / `WebS…209` / `Tool…728` / `Code
      quoted
    • low Secrets in code secret-high-entropy-token python/claude-api/files-api.md:99
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      file_info = client.beta.files.retrieve_metadata("file…V8w")
      quoted
    • low Secrets in code secret-high-entropy-token python/claude-api/files-api.md:107
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      client.beta.files.delete("file…V8w")
      quoted
    • low Secrets in code secret-high-entropy-token python/claude-api/files-api.md:115
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      file_content = client.beta.files.download("file…V8w")
      quoted
    • low Secrets in code secret-high-entropy-token shared/error-codes.md:39
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "request_id": "req_…7Fy"
      quoted
    • low Secrets in code secret-high-entropy-token typescript/claude-api/files-api.md:84
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      await client.beta.files.delete("file…V8w", {
      quoted
    • low Secrets in code secret-high-entropy-token typescript/claude-api/files-api.md:93
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "file…V8w",
      quoted

    Files scanned: 27. 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 63/100

    • 0Inputs and preconditions. Does not say what the process needs to start
    • 0Progress reporting. Says nothing while it works
    • 30Running it twice. 7 mutating operations with no state check
    • 40Consistency. Frontmatter name (claude-api) differs from the folder (claude-api-cn)
    • 60Tools and files. Uses tools (bash, web, python) that frontmatter does not declare
    • 60Result and completion. Output format stated, no completion criterion
    • 70Execution cost. Instruction body is 4649 tokens
    • 85Steps. 49 steps, 1 vague phrases
    • 100When it triggers. States when to use and when not to
    • 100Failures and branches. 11 branches, has a failure section
    • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
    • 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)
    • +2Single-language instructions
    • +3Description length 293: enough signal without eating the budget
    • +4Structure: 17 headings
    • +3Step-by-step instructions: 49 items
    • +3Output format is stated explicitly
    • +4Has examples (1 code blocks)
    • +1License stated

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

    External checks

    ClawHub: clean
    This is a documentation-only Claude API skill with visible, relevant examples, but some examples should be copied carefully because they involve file uploads, tool execution, memory, or auto-editing code.
    LLM: benign (high) · VirusTotal: · 29 May 2026