BD melo-tts-metadata-creator
当用户需要为 **MeloTTS** 训练或微调生成 metadata.list 文件时自动触发。 专门处理 .wav 音频文件和对应的 .txt 转录文本，自动生成符合 MeloTTS 官方最新标准的 metadata.list（格式：音频路径|speaker|语言|文本）。 支持单音色和多音色模式： - wav 和 txt 文件可以放在不同目录（目录结构一致） - 多音色时自动按第一级子目录名称提取 speaker - 单音色时可用 --speaker 参数强制指定说话人名称 - 无 txt 文件时可自动调用 Whisper 进行转录（支持 ZH/EN 等语言） 常见触发口语： - “帮我生成 MeloTTS 的 metadata.list” - “为 MeloTTS 训练准备 metadata” - “把这些 wav 和 txt 生成 metadata.list” - “MeloTTS 多音色 metadata” - “用 Whisper 转录音频生成 metadata” - “MeloTTS 数据集 metadata 生成器” - “处理 wav 文件夹生成 MeloTTS 训练文件” - “单音色/多音色 metadata.list” 只处理 MeloTTS 相关的 metadata 生成，其他 TTS 或音频处理一律不触发。
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. 22 steps
- 100Consistency. Name and required fields are in place
- 100Execution cost. Instruction body is 380 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)
- +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 8 example trigger phrases
- +3Description length 577: enough signal without eating the budget
- +4Structure: 6 headings
- +3Step-by-step instructions: 22 items
Quality base 70; lint remarks subtract, signals add up to 100. Result: 70.