Short-form Hook Director
SkillDev toolsLets your agent find and assemble a short-form video cut with a strong opening hook.
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 Short-form Hook Director skill
About this skill
Finds and assembles a reviewable short-form cut with a strong opening hook. Use for Shorts, Reels, social clips, talking-head cutdowns, or requests for a punchier opening.
What this skill tells your AI
The instructions your AI receives, as published by gml-mmgroup/cliptalk in skills/cliptalk-shortform-hook-director/SKILL.md and read by ahel’s review.
Create one concise, reviewable short-form cut rather than pretending to deliver a published social asset.
- Inspect reusable transcripts, high-signal candidates, content matches, edit sessions, and timelines before scheduling analysis.
- If the goal names a topic, quote, demonstration, or claim, use semantic search to find the evidence. Otherwise, use high-signal highlight evidence. Never schedule both analyses unless the workspace proves the first evidence is insufficient.
- Default to a 30-second cut when the user gives no duration; honor an explicit 15–60 second target.
- Enter a specific payoff, question, surprising claim, action, or result within the first 1–3 seconds. Remove intros, empty setup, pauses, and repeated wording while preserving complete meaning and actions.
- When semantic search supplies a composed cut, autonomous-review mode may choose valid candidate evidence; stepwise-review mode requires user review.
- Autonomous-review mode may validate and apply its short-form timeline and must finish with a review preview. Stepwise-review mode requires the user to apply the draft and prepares a subtitle draft or preview only when requested.
- Do not claim 9:16 reframing, a cover image, brand packaging, or formal export unless a compatible delivery Skill is explicitly composed into the plan.
Signals
- GitHub stars
- 128
- Forks
- 9
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Key
cliptalk-shortform-hook-director- Source
- github.com/gml-mmgroup/cliptalk