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BC Xiaohongshu Creator Marketplace (Pugongying) API

Analyze Xiaohongshu Creator Marketplace (Pugongying) workflows with JustOneAPI, including creator Profile, data Summary, and follower Growth History across 24 operations.

ClawHub Agent Skills author: justoneapi v1.0.4 MIT-0 5 files body ≈ 946 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

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

IntegrationCommerceInfrastructureWriting 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
80/100
safety, quality, tests
Safety 60%
80
Quality 40%
81
Run on models
none yet
Process rating
C
63/100
Has gaps
Inputs and preconditions w 11
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 · 20

    ✓ No critical or high findings

    Medium and low: 20
    • low Secrets in code secret-high-entropy-token bin/run.mjs:102
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "operationId": "apiS…2V1",
      quoted
    • low Secrets in code secret-high-entropy-token bin/run.mjs:229
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "operationId": "apiS…dV1",
      quoted
    • low Secrets in code secret-high-entropy-token bin/run.mjs:266
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "operationId": "apiS…yV1",
      quoted
    • low Secrets in code secret-high-entropy-token bin/run.mjs:327
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "operationId": "apiS…eV1",
      quoted
    • low Secrets in code secret-high-entropy-token bin/run.mjs:364
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "operationId": "apiS…eV1",
      quoted
    • low Secrets in code secret-high-entropy-token generated/operations.json:96
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "operationId": "apiS…2V1",
      quoted
    • low Secrets in code secret-high-entropy-token generated/operations.json:223
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "operationId": "apiS…dV1",
      quoted
    • low Secrets in code secret-high-entropy-token generated/operations.json:260
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "operationId": "apiS…yV1",
      quoted
    • low Secrets in code secret-high-entropy-token generated/operations.json:321
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "operationId": "apiS…eV1",
      quoted
    • low Secrets in code secret-high-entropy-token generated/operations.json:358
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      "operationId": "apiS…eV1",
      quoted
    • low Secrets in code secret-high-entropy-token generated/operations.md:53
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      ## `apiS…2V1`
      quoted
    • low Secrets in code secret-high-entropy-token generated/operations.md:110
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      ## `apiS…dV1`
      quoted
    • low Secrets in code secret-high-entropy-token generated/operations.md:133
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      ## `apiS…yV1`
      quoted
    • low Secrets in code secret-high-entropy-token generated/operations.md:168
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      ## `apiS…eV1`
      quoted
    • low Secrets in code secret-high-entropy-token generated/operations.md:191
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      ## `apiS…eV1`
      quoted
    • low Secrets in code secret-high-entropy-token SKILL.md:22
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      - `apiS…dV1`: Creator Profile — Get Xiaohongshu Creator Marketplace (Pugongying) creator Profile data, including audience and pricing data, for influencer vetting, benchma
      quoted
    • low Secrets in code secret-high-entropy-token SKILL.md:23
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      - `apiS…yV1`: Data Summary — Get Xiaohongshu Creator Marketplace (Pugongying) Summary data, including activity, engagement, and audience growth, for creator evaluation, campaign
      quoted
    • low Secrets in code secret-high-entropy-token SKILL.md:24
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      - `apiS…yV1`: Follower Growth History — Get Xiaohongshu Creator Marketplace (Pugongying) follower Growth History data, including historical points, trend signals, a
      quoted
    • low Secrets in code secret-high-entropy-token SKILL.md:25
      High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
      - `apiS…yV1`: Follower Summary — Get Xiaohongshu Creator Marketplace (Pugongying) follower Summary data, including growth and engagement metrics, for audience analysis and creato
      quoted
    • low Secrets in code secret-high-entropy-token SKILL.md:37
      High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
      2. Start with one of these operations when it matches the user's request: `apiS…dV1`, `apiS…yV1`, `apiS…yV1`, `ap
      detector

    Files scanned: 5. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    • warning name-format name should be kebab-case (lowercase letters, digits, hyphens)
    • note frontmatter-key unknown frontmatter key "homepage"

    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
    • 20When it triggers. No condition that starts the skill
    • 40Consistency. Frontmatter name (Xiaohongshu Creator Marketplace (Pugongying) API) differs from the folder (justoneapi-xiaohongshu-pgy)
    • 60Result and completion. Output format stated, no completion criterion
    • 60Failures and branches. 2 branches
    • 100Tools and files. No external tools needed
    • 100Steps. 27 steps
    • 100Execution cost. Instruction body is 946 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)
    • +1No license
    • +2Single-language instructions
    • +3Description length 170: enough signal without eating the budget
    • +4Structure: 7 headings
    • +3Step-by-step instructions: 27 items
    • +3Output format is stated explicitly
    • +4Has examples (1 code blocks)

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 81.

    External checks

    ClawHub: clean
    This is a read-only JustOneAPI wrapper for Xiaohongshu creator analytics, with real token-handling cautions but no evidence of hidden or unrelated behavior.
    LLM: benign (high) · VirusTotal: · 29 May 2026