BD turbo-whisper-local-stt
当用户想要**音频转文字**、**语音转文本**、**转录录音**、**生成字幕**、**会议录音转文字**、**语音笔记转文本**、**本地转录音频**时自动触发。 使用本地 Faster-Whisper（large-v3-ct2 等模型）进行高性能、中文优先的音频转文字，完全离线、隐私安全，支持 wav/mp3/m4a 等格式和整个音频文件夹。 特别适合长音频（内置 VAD 分段）、会议/访谈/视频字幕等中文场景，输出结构化结果（完整文本 + 分段 + 时间戳）。 【重要约束】仅处理音频文件或音频文件夹，其他文件（如视频、图片、纯文本）一律不触发此技能。 常见触发口语（越多越好）： - “帮我把这个音频转成文字” - “语音转文本 这个录音.mp3” - “转录这个会议录音” - “生成这个视频的字幕” （如果用户提供音频提取后的文件） - “本地转录音频 文件夹路径” - “把这个语音笔记转文字” - “音频转文字 会议.wav” - “帮我转录这段录音” - “语音识别 这个 m4a 文件” - “离线转文字” / “本地 STT”
As a process D 46/100 · Unfinished process — weak spots: result and completion, when it triggers, inputs and preconditions
How to improve
- Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
- 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: 8. Evidence is masked. Grey chips explain why severity was lowered.
Against the Agent Skills spec
- warning
description-no-whendescription does not say WHEN to use the skill (no "use when")
Process rating: all ten parameters 46/100
- 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
- 60Tools and files. Uses tools (bash, python) that frontmatter does not declare
- 100Steps. 15 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 381 tokens
- 100Running it twice. No mutating operations
- low The response is described with custom markup (3 tags): a typed call is more reliable
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)
- +3Output format is not stated: the model decides each time
- +4No input/output examples
- -34 of 5 scripts are never mentioned in SKILL.md
- +1No license
- +2Single-language instructions
- +5Description quotes 10 example trigger phrases
- +3Description length 479: enough signal without eating the budget
- +4Structure: 5 headings
- +3Step-by-step instructions: 15 items
Quality base 70; lint remarks subtract, signals add up to 100. Result: 70.