ai-video-editor

Use when the user asks to "filter the transcription", "clean up the transcript", "dedupe the transcription", "produce edited.json", "filter with Claude Code", or otherwise refers to editing the JSON in `public/transcriptions/`. Reads the single raw transcription file and writes a filtered `edited.json` next to it for the UI to import.

Use when the user asks to "check ai-exchange", "look at the ai-exchange folder/file", "fill in the noise threshold", "answer the pending video editor request", "set the threshold in the JSON", or otherwise refers to the `ai-exchange/` folder in this project. The UI writes JSON job files there; this skill fills in the `null` answer fields so the UI can consume them.