Short-form Hook Director

SkillDev tools

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.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Short-form Hook Director skill

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
126
Forks
8
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
cliptalk-shortform-hook-director
Source
github.com/gml-mmgroup/cliptalk