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ClawHub Agent Skills author: 蓝天 v7.1.0 MIT-0 13 files body ≈ 748 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process C 53/100 · Has gaps — weak spots: result and completion, when it triggers, inputs and preconditions

ProcedureInfrastructuretype 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%
90
Quality 40%
66
Run on models
none yet
Process rating
C
53/100
Has gaps
Result and completion w 14
0
Inputs and preconditions w 11
0
Failures and branches w 10
0
the three weakest of ten parameters · all ten
This is a copy of a skill from another catalog; the rating counts the canonical one: daily-hot-aggregator (ClawHub)

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
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 Obfuscation obf-hex-escape-chain daily_report.json:106
    Escaped/char-code string obfuscation (quoted — discussed, not commanded)
    "url": "https://www.douyin.com/search/%E4%B8%AD%E5%9B%BD%E5%86%9B%E5%8F%B7%E5%8F%91%E5%B8%83%E8%A7%86%E9%A2%91%EF%BC%9A%E7%9C%9F%E6%AD%A3%E7%9A%84%E5%8F%B2%E8%AF%97"
    quoted
  • low Obfuscation obf-hex-escape-chain daily_report.json:113
    Escaped/char-code string obfuscation (quoted — discussed, not commanded)
    "url": "https://www.douyin.com/search/2026%E4%B8%AD%E5%9B%BD%E7%BD%91%E7%BB%9C%E5%AA%92%E4%BD%93%E8%AE%BA%E5%9D%9B"
    quoted
  • low Obfuscation obf-hex-escape-chain daily_report.json:120
    Escaped/char-code string obfuscation (quoted — discussed, not commanded)
    "url": "https://www.douyin.com/search/%E8%8B%8F%E8%B6%85%E4%B8%BB%E5%9C%BA%E5%9C%A3%E5%9C%B0%E5%B7%A1%E7%A4%BC"
    quoted
  • low Obfuscation obf-hex-escape-chain daily_report.json:127
    Escaped/char-code string obfuscation (quoted — discussed, not commanded)
    "url": "https://www.douyin.com/search/%E6%B8%85%E6%98%8E%E4%B8%8A%E6%B2%B3%E5%9B%AD%E7%8A%B6%E5%85%83%E9%83%8E%E8%BD%AC%E5%9C%BA%E5%A4%AA%E6%9C%89%E6%84%9F%E8%A7%89%E4%BA%86"
    quoted
  • low Obfuscation obf-hex-escape-chain daily_report.json:134
    Escaped/char-code string obfuscation (quoted — discussed, not commanded)
    "url": "https://www.douyin.com/search/%E8%B5%9A%E9%92%B1%E7%9A%84%E6%84%8F%E4%B9%89%E6%98%AF%E4%BB%80%E4%B9%88%E5%91%A2"
    quoted
  • low Obfuscation obf-hex-escape-chain test_report.json:66
    Escaped/char-code string obfuscation (test fixture / example file; quoted — discussed, not commanded)
    "url": "https://www.douyin.com/search/%E4%B8%AD%E5%9B%BD%E5%86%9B%E5%8F%B7%E5%8F%91%E5%B8%83%E8%A7%86%E9%A2%91%EF%BC%9A%E7%9C%9F%E6%AD%A3%E7%9A%84%E5%8F%B2%E8%AF%97"
    fixturequoted
  • low Obfuscation obf-hex-escape-chain test_report.json:73
    Escaped/char-code string obfuscation (test fixture / example file; quoted — discussed, not commanded)
    "url": "https://www.douyin.com/search/2026%E4%B8%AD%E5%9B%BD%E7%BD%91%E7%BB%9C%E5%AA%92%E4%BD%93%E8%AE%BA%E5%9D%9B"
    fixturequoted
  • low Obfuscation obf-hex-escape-chain test_report.json:80
    Escaped/char-code string obfuscation (test fixture / example file; quoted — discussed, not commanded)
    "url": "https://www.douyin.com/search/%E8%8B%8F%E8%B6%85%E4%B8%BB%E5%9C%BA%E5%9C%A3%E5%9C%B0%E5%B7%A1%E7%A4%BC"
    fixturequoted
  • low Obfuscation obf-hex-escape-chain test_report.json:87
    Escaped/char-code string obfuscation (test fixture / example file; quoted — discussed, not commanded)
    "url": "https://www.douyin.com/search/%E6%B8%85%E6%98%8E%E4%B8%8A%E6%B2%B3%E5%9B%AD%E7%8A%B6%E5%85%83%E9%83%8E%E8%BD%AC%E5%9C%BA%E5%A4%AA%E6%9C%89%E6%84%9F%E8%A7%89%E4%BA%86"
    fixturequoted
  • low Obfuscation obf-hex-escape-chain test_report.json:97
    Escaped/char-code string obfuscation (test fixture / example file; quoted — discussed, not commanded)
    "url": "https://s.weibo.com/weibo?q=…"
    fixturequoted

Files scanned: 13. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • note frontmatter-key unknown frontmatter key "homepage"

Process rating: all ten parameters 53/100

  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 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
  • 100Tools and files. No external tools needed
  • 100Steps. 16 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 748 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)
  • +3Description length 57: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • -230 emoji in the instructions: noise for the model
  • +1No license
  • +2Single-language instructions
  • +4Structure: 21 headings
  • +3Step-by-step instructions: 16 items
  • +4Has examples (14 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 66.

External checks

ClawHub: suspicious
This is mostly a hot-list aggregation tool, but it ships hidden credential-like values and an enabled webhook configuration that users should review before installing.
LLM: suspicious (high) · VirusTotal: · 29 May 2026