CF
Clip Factory
🔵 Stable🕐 updated 2026-07-26
🔷 SkillSpec L3
pm-newgen
Turn one long video, podcast, or stream transcript into 8-12 short-form clips — each with a hook line, cut timestamps, captions, and a platform note for TikTok/Reels/Shorts — plus an honesty gate that kills clips that misrepresent the source. Use when someone says 'clip this podcast', 'make shorts from my video', 'what's clippable here', or runs a clipping side hustle. Produces a ranked clip sheet ready for an editor or a clipping app.
✅ The bar it holds itself to
Every skill in this library self-verifies — these are this skill's own quality checks, straight from its definition.
✓Every clip has a complete arc — hook, payoff, landing — verifiable from
✓the quoted timestamps
✓Hooks create a question; zero hooks are just the quote restated
✓The honesty gate ran and its log is present (even when empty: "nothing
✓cut")
✓Tags describe the content, not trending-tag spam
✓Cut points respect sentence boundaries — no clips ending mid-thought
✓unless the cliffhanger is the point and the payoff is in the caption
⚠️ What it refuses to do
Do not clip sarcasm, hypotheticals, or steelmanned opposing views as
sincere claims — that's the gate's kill list
Do not write rage-bait hooks the content can't cash
Do not produce 30 mediocre clips instead of 10 good ones — the sheet is
ranked and short because editor time is the scarce resource
Install
npx pm-claude-skills add --agent claude # or codex · cursor · gemini · hermes
# or one-line MCP (every skill, any client):
claude mcp add pm-skills -- npx -y pm-claude-skills-mcpRelated skills
🔌 Embed this skill
Drop this on your blog, docs, or site — it renders a "Run this skill" card:
<div data-pm-skill="clip-factory"></div>
<script src="https://mohitagw15856.github.io/pm-claude-skills/embed.js" async></script>💬 Discussion
Clip Factory is one of 832 open-source professional AI agent skills — all SkillSpec L3.
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