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BF voice-note-polisher

将语音转录文本整理成目标格式的书面内容。凡是输入内容明显是口语化的——包括语音转录、口述笔记、随口说的想法、会议后的口头复盘——都应触发此 skill。支持的触发短语包括"帮我整理成…""帮我把接下来我说的话整理成…"，目标格式包括备忘录、任务清单、中文邮件回复、英文邮件回复、英文口语、消息草稿、公众号写作提纲。即使用户没有明确说"语音转录"，只要文字有明显的口语化特征（重复、断句不完整、大量"然后""那个""就是"），也应触发此 skill，默认输出去口语化的清晰中文。

ClawHub Agent Skills author: naplesblue v1.0.0 MIT-0 2 files body ≈ 561 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 44/100 · Will not run — References files that are not bundled: references/trigger-modes.md, references/mvp-integration.md

ReferenceInfrastructuretype 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
86/100
safety, quality, tests
Safety 60%
100
Quality 40%
66
Run on models
none yet
Process rating
F
44/100
Will not run
References files that are not bundled: references/trigger-modes.md, references/mvp-integration.md
Tools and files w 18
0
Inputs and preconditions w 11
0
Failures and branches w 10
0
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  2. 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 · 0

✓ No critical or high findings

Files scanned: 2. 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")
  • warning missing-ref reference to a missing file: references/trigger-modes.md
  • warning missing-ref reference to a missing file: references/mvp-integration.md

Process rating: all ten parameters 44/100

Will not run. References files that are not bundled: references/trigger-modes.md, references/mvp-integration.md
  • 0Tools and files. 2 referenced file(s) missing: references/trigger-modes.md, references/mvp-integration.md
  • 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
  • 60Result and completion. Output format stated, no completion criterion
  • 100Steps. 60 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 561 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

  • +4Description does not say when NOT to use the skill (false activations)
  • -5TODO / placeholder text left in the skill
  • +1No license
  • +2Single-language instructions
  • +5Description quotes 3 example trigger phrases
  • +3Description length 238: enough signal without eating the budget
  • +4Structure: 17 headings
  • +3Step-by-step instructions: 60 items
  • +3Output format is stated explicitly
  • +4Has examples (0 code blocks)

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

External checks

ClawHub: clean
This is a text-only skill for cleaning up dictated or informal notes, with no code execution or access to private systems, but it may activate too broadly for some users.
LLM: benign (high) · VirusTotal: · 29 May 2026