Highlight Director
SkillMediaLets your agent find the best moments in a video and assemble them into a highlight reel or trailer.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Highlight Director skill
About this skill
Finds and assembles the strongest moments from a source video. Use when the requested result is a highlight reel, recap, trailer, or best-moments cut rather than a literal content extraction.
What this skill tells your AI
The instructions your AI receives, as published by gml-mmgroup/cliptalk in skills/cliptalk-highlight-director/SKILL.md and read by ahel’s review.
Build an evidence-backed highlight cut that preserves complete actions and intelligible speech.
- Inspect existing evidence before scheduling analysis; reuse it only when its source revision, scope, and target remain compatible.
- Analyze highlights when the workspace has no relevant candidates or the user explicitly requests a fresh analysis.
- Plan around the requested duration, focus, pacing, source order, and subtitle preference.
- Prefer a smaller coherent sequence over unrelated high-scoring fragments.
- In autonomous-review mode, validate and apply the timeline proposal without interrupting the user, then finish with a low-bitrate review preview. In stepwise-review mode, require the user to review and apply the proposal. Never treat a preview as permission for final export.
Signals
- GitHub stars
- 128
- Forks
- 9
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Key
cliptalk-highlight-director- Source
- github.com/gml-mmgroup/cliptalk