Summary
This does production-grade cleanup of Chinese ASR subtitles without turning them into polished prose. It fixes recognition errors, strips filler words like 嗯 and 啊, adds spacing between clauses, and splits entries over 14 characters while keeping everything synced to the original audio timestamps. The workflow is conservative: no rewriting for style, no summarizing, just subtitle-level fixes. It includes a validation script that checks length limits, timeline drift, and deletion allowlists. Best for documentaries, interviews, or screencasts where you need to correct ASR output but preserve the speaker's natural phrasing. The instructions are unusually thorough about not introducing timeline drift when splitting entries, which is where most automated cleanup tools fail.
Install to Claude Code
npx -y skills add wdkns/wdkns-skills --skill subtitle-refine --agent claude-codeInstalls into .claude/skills of the current project.
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
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Files
SKILL.md
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Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
