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CC pretext-reporter-bao

文本测量和Canvas布局报告工具 - 基于Pretext库，支持多语言文本测量、行布局计算、可视化报告生成

Not recommendedcritical or high security findings
ClawHub Agent Skills author: BillionB v0.1.0 MIT-0 80 files body ≈ 1 047 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

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

ProcedureGitHubData and analyticstype 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
C
67/100
safety, quality, tests
Safety 60%
66
Quality 40%
69
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

What is at stake

The skill contains fragments that, in the wrong hands, cost money or data. Below: what the installer risks and what the author should do.

Obfuscation
If you install

The files contain invisible characters, encoded commands or comments hidden from readers but visible to the model. What you read differs from what the agent sees.

For the author

Remove invisible characters (they usually sneak in through copy-paste) and encoded strings: no catalog will pass them. Instructions for the model must be readable by a human too.

How to improve

  1. Address the high-severity findings: each costs 18 safety points. If one is a false positive, add the rule id to guard.allow in spec.yaml.
  2. 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 · 17

  • high Obfuscation uni-zero-width pretext/corpora/km-prachum-reuang-preng-khmer-volume-7-stories-1-10.txt:1
    Zero-width / invisible characters (possible hidden text) (4401 occurrences)
    រឿង ␀ត្មាត␀បោក␀ដំរី␀ស
Medium and low: 16
  • low Secrets in code secret-high-entropy-token package-lock.json:43
    High-entropy token-like string (may be an id, hash or a credential) (detector / deny-list definition)
    "integrity": "sha5…wQp+7C4n…9JQ==",
    detector
  • low Obfuscation obf-hex-escape-chain pretext/corpora/README.md:56
    Escaped/char-code string obfuscation (detector / deny-list definition)
    - URL: <https://th.wikisource.org/wiki/%E0%B8%99%E0%B8%B4%E0%B8%97%E0%B8%B2%E0%B8%99%E0%B9%80%E0%B8%A7%E0%B8%95%E0%B8%B2%E0%B8%A5/%E0%B9%80%E0%B8%A3%E0%B8%B7%E0%B9%88%E0%B8%AD%E0%B8%87%E0%B8%97%E0%B8%
    detector
  • low Obfuscation obf-hex-escape-chain pretext/corpora/README.md:62
    Escaped/char-code string obfuscation (detector / deny-list definition)
    - URL: <https://th.wikisource.org/wiki/%E0%B8%99%E0%B8%B4%E0%B8%97%E0%B8%B2%E0%B8%99%E0%B9%80%E0%B8%A7%E0%B8%95%E0%B8%B2%E0%B8%A5_%E0%B9%80%E0%B8%A3%E0%B8%B7%E0%B9%88%E0%B8%AD%E0%B8%87%E0%B8%97%E0%B8%
    detector
  • low Obfuscation obf-hex-escape-chain pretext/corpora/README.md:68
    Escaped/char-code string obfuscation (detector / deny-list definition)
    - URL: <https://my.wikisource.org/wiki/%E1%80%85%E1%80%89%E1%80%BA%E1%80%B8%E1%80%9C%E1%80%B2%E1%80%9E%E1%80%B1%E1%80%AC_%E1%80%97%E1%80%BB%E1%80%AD%E1%80%AF%E1%80%84%E1%80%BA%E1%80%B8_(%E1%80%86%E1%8
    detector
  • low Obfuscation obf-hex-escape-chain pretext/corpora/README.md:74
    Escaped/char-code string obfuscation (detector / deny-list definition)
    - URL: <https://my.wikisource.org/wiki/%E1%80%99%E1%80%80%E1%80%B1%E1%80%AC%E1%80%84%E1%80%BA%E1%80%B8%E1%80%99%E1%80%BE%E1%80%AF%E1%80%92%E1%80%8F%E1%80%BA_%E1%80%80%E1%80%AD%E1%80%AF%E1%80%9A%E1%80%
    detector
  • low Obfuscation obf-hex-escape-chain pretext/corpora/README.md:80
    Escaped/char-code string obfuscation (detector / deny-list definition)
    - URL: <https://wikisource.org/wiki/%E1%9E%94%E1%9F%92%E1%9E%9A%E1%9E%87%E1%9E%BB%E1%9F%86%E1%9E%9A%E1%9E%BF%E1%9E%84%E1%9E%96%E1%9F%92%E1%9E%9A%E1%9F%81%E1%9E%84%E1%9E%81%E1%9F%92%E1%9E%98%E1%9F%82%E
    detector
  • low Obfuscation obf-hex-escape-chain pretext/corpora/sources.json:133
    Escaped/char-code string obfuscation (detector / deny-list definition)
    "source_url": "https://th.wikisource.org/wiki/%E0%B8%99%E0%B8%B4%E0%B8%97%E0%B8%B2%E0%B8%99%E0%B9%80%E0%B8%A7%E0%B8%95%E0%B8%B2%E0%B8%A5/%E0%B9%80%E0%B8%A3%E0%B8%B7%E0%B9%88%E0%B8%AD%E0%B8%87%E0%B8%97
    detector
  • low Obfuscation obf-hex-escape-chain pretext/corpora/sources.json:151
    Escaped/char-code string obfuscation (detector / deny-list definition)
    "source_url": "https://th.wikisource.org/wiki/%E0%B8%99%E0%B8%B4%E0%B8%97%E0%B8%B2%E0%B8%99%E0%B9%80%E0%B8%A7%E0%B8%95%E0%B8%B2%E0%B8%A5_%E0%B9%80%E0%B8%A3%E0%B8%B7%E0%B9%88%E0%B8%AD%E0%B8%87%E0%B8%97
    detector
  • low Obfuscation obf-hex-escape-chain pretext/corpora/sources.json:169
    Escaped/char-code string obfuscation (detector / deny-list definition)
    "source_url": "https://my.wikisource.org/wiki/%E1%80%85%E1%80%89%E1%80%BA%E1%80%B8%E1%80%9C%E1%80%B2%E1%80%9E%E1%80%B1%E1%80%AC_%E1%80%97%E1%80%BB%E1%80%AD%E1%80%AF%E1%80%84%E1%80%BA%E1%80%B8_(%E1%80%
    detector
  • low Obfuscation obf-hex-escape-chain pretext/corpora/sources.json:187
    Escaped/char-code string obfuscation (detector / deny-list definition)
    "source_url": "https://my.wikisource.org/wiki/%E1%80%99%E1%80%80%E1%80%B1%E1%80%AC%E1%80%84%E1%80%BA%E1%80%B8%E1%80%99%E1%80%BE%E1%80%AF%E1%80%92%E1%80%8F%E1%80%BA_%E1%80%80%E1%80%AD%E1%80%AF%E1%80%9A
    detector
  • low Obfuscation obf-hex-escape-chain pretext/corpora/sources.json:205
    Escaped/char-code string obfuscation (detector / deny-list definition)
    "source_url": "https://wikisource.org/wiki/%E1%9E%94%E1%9F%92%E1%9E%9A%E1%9E%87%E1%9E%BB%E1%9F%86%E1%9E%9A%E1%9E%BF%E1%9E%84%E1%9E%96%E1%9F%92%E1%9E%9A%E1%9F%81%E1%9E%84%E1%9E%81%E1%9F%92%E1%9E%98%E1%
    detector
  • low Secrets in code secret-high-entropy-token pretext/dist/measurement.d.ts:14
    High-entropy token-like string (may be an id, hash or a credential)
    export declare function getMeasureContext(): Canv…t2D | Offs…t2D;
  • low Secrets in code secret-high-entropy-token pretext/pages/benchmark.ts:22
    High-entropy token-like string (may be an id, hash or a credential)
    import kmPr…o10 from '../corpora/km-prachum-reuang-preng-khmer-volume-7-stories-1-10.txt' with { type: 'text' }
  • low Secrets in code secret-high-entropy-token pretext/pages/benchmark.ts:175
    High-entropy token-like string (may be an id, hash or a credential)
    text: kmPr…o10,
  • low Secrets in code secret-high-entropy-token pretext/pages/corpus.ts:23
    High-entropy token-like string (may be an id, hash or a credential)
    import kmPr…o10 from '../corpora/km-prachum-reuang-preng-khmer-volume-7-stories-1-10.txt' with { type: 'text' }
  • low Secrets in code secret-high-entropy-token pretext/pages/corpus.ts:1019
    High-entropy token-like string (may be an id, hash or a credential)
    return kmPr…o10

Files scanned: 80. 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")

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. 25 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1047 tokens
  • 100Running it twice. No mutating operations
  • low 11 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)
  • +3Description length 54: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +4Structure: 20 headings
  • +3Step-by-step instructions: 25 items
  • +4Has examples (8 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 69.

External checks

ClawHub: suspicious
The core text-measurement tool is coherent, but the package also ships under-disclosed browser automation and URL-controlled report posting that should be reviewed before installation.
LLM: suspicious (medium) · VirusTotal: · 29 May 2026