SKILLEMALL.ai

AC official-document-skill

Draft, revise, polish, humanize, and quality-check Chinese official documents and government-style practical writing (公文、党政机关公文、事务文书、申论应用文、人民日报风格政务表达), producing deliverable drafts with correct document type, format, restrained institutional tone, concrete facts, People's Daily-inspired expression discipline, humanizer-style AI-pattern cleanup, and reduced AI-flavored phrasing. Use when the user asks for 通知、通报、报告、请示、批复、函、纪要、决定、通告、议案、倡议书、工作方案、工作计划、工作总结、简报、讲话稿、发言稿、汇报材料、调研报告、宣传稿、公开信、感谢信、信访回复、理论评论、政策解读, or asks to 一键生成/润色/改写/降AI味/减少AI味/人味/自然表达/人民日报风格/检查格式/生成可交付公文.

ClawHub Agent Skills author: Xiangjian Liu v1.0.1 MIT-0 4 files body ≈ 6 393 tokens Open the sourceclawhub.ai analyzed 4 d ago

As a process C 60/100 · Has gaps — weak spots: inputs and preconditions, consistency, running it twice

GeneratorInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
A
91/100
safety, quality, tests
Safety 60%
100
Quality 40%
77
Run on models
none yet
Process rating
C
60/100
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

How to improve

  1. The SKILL.md body is over 5,000 tokens: move reference detail into references/ and load it when needed.
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 · 0

✓ No critical or high findings

Files scanned: 4. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning body-long SKILL.md body ≈ 6393 tokens (recommended < 5000); move details to references/

Process rating: all ten parameters 60/100

  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 18 mutating operations with no state check
  • 40Consistency. Frontmatter name (official-document-skill) differs from the folder (document-skill)
  • 60Tools and files. Uses tools (bash, node) that frontmatter does not declare
  • 60Result and completion. Output format stated, no completion criterion
  • 70Failures and branches. 7 branches
  • 70Execution cost. Instruction body is 6393 tokens
  • 85Steps. 155 steps, 1 vague phrases
  • 100When it triggers. States when to use and when not to
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 16 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)
  • +1No license
  • +2Single-language instructions
  • +3Description length 566: enough signal without eating the budget
  • +4Structure: 59 headings
  • +3Step-by-step instructions: 155 items
  • +3Output format is stated explicitly
  • +4Has examples (1 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 77.

External checks

ClawHub: clean
This is a text-only Chinese official-document writing skill with no executable code, persistence, credential access, or hidden data handling.
LLM: benign (high) · VirusTotal: · 5 Jul 2026