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AF hottrender-dingtalk-bot

Use when users need a lightweight HotTrender crawler for four-region daily hotspot trends or custom keyword/vertical hotspot discovery. Prefer the bundled basic crawler runtime and existing provider scripts before writing code. This skill intentionally excludes DingTalk push, OSS publishing, ActionCard pages, lp-ads workspace, worker queues, databases, and LLM summaries.

ClawHub Agent Skills author: BingEdward v2.0.0 MIT-0 26 files body ≈ 761 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 40/100 · Will not run — References files that are not bundled: scripts/fetch_daily_trends.py, scripts/fetch_keyword_hotspots.py

GeneratorSoftware developmentInfrastructureAI 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
91/100
safety, quality, tests
Safety 60%
99
Quality 40%
79
Run on models
none yet
Process rating
F
40/100
Will not run
References files that are not bundled: scripts/fetch_daily_trends.py, scripts/fetch_keyword_hotspots.py
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
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 · 1

✓ No critical or high findings

Medium and low: 1
  • low Exfiltration read-dotenv assets/hottrender-runtime/README_RUNTIME.md:17
    Reads a .env file
    cp .env.example .env

Files scanned: 26. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: scripts/fetch_daily_trends.py
  • warning missing-ref reference to a missing file: scripts/fetch_keyword_hotspots.py

Process rating: all ten parameters 40/100

Will not run. References files that are not bundled: scripts/fetch_daily_trends.py, scripts/fetch_keyword_hotspots.py
  • 0Tools and files. 2 referenced file(s) missing: scripts/fetch_daily_trends.py, scripts/fetch_keyword_hotspots.py
  • 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
  • 70Failures and branches. 4 branches
  • 100Steps. 16 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 761 tokens
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

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 373: enough signal without eating the budget
  • +4Structure: 7 headings
  • +3Step-by-step instructions: 16 items
  • +4Has examples (4 code blocks)
  • +4Reference files are cited in the instructions (4 of 4)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 79.

External checks

ClawHub: clean
This is a disclosed local trend-crawler skill; its optional TikTok mode uses session tokens and browser automation, so users should enable that part deliberately.
LLM: benign (medium) · VirusTotal: · 29 May 2026