podguy-clip-cutter

name: podguy-clip-cutter description: Use when the user wants to cut/export likely clippable podcast moments for TikTok, Reels, YouTube Shorts, trailers, or social review. Turn pi-selected clip candidates into media files with scripts/cut_clips.py. compatibility: Requires ffmpeg for actual cutting. Works from repo root after transcript prep and clip candidate selection.

podguy Clip Cutter

Use this skill when the user asks to cut, export, render, or prepare short-form/social clips from a podcast or video podcast.

This skill complements podguy-post-production:

• pi does editorial judgment and chooses candidate moments
• scripts/cut_clips.py does deterministic ffmpeg cutting
• generated media stays under gitignored dist/analysis/

Sample media

When a real video-podcast fixture is useful, run:

scripts/download_sample_media.sh

This downloads a local excerpt from Cordkillers 572 under dist/test-fixtures/open-license/cordkillers-572/ with attribution. The default 00:08:00-00:11:50 excerpt includes a three-person podcast layout, lower thirds, chat/sidebar graphics, a Patreon bumper, and an outro/interstitial card.

Inputs to gather

Identify:

1. Source media path: original recording, draft export, or preview export.
2. Episode slug: e.g. ep006.
3. Clip candidate file:
   • default: dist/analysis/<slug>/clips.md
   • also supported: .txt, .csv, or .json with start/end ranges
4. Output intent:
   • review cuts in original aspect
   • vertical Shorts/TikTok/Reels exports
   • square or horizontal variants

If the user has not selected clip candidates yet, run the normal clip workflow first and write dist/analysis/<slug>/clips.md.

Clip candidate format

The cutter accepts ranges in Markdown/plain text, CSV, or JSON.

Markdown example:

## Why this market flipped

- 00:12:14 - 00:13:08 — Strong contrarian claim with a clean payoff.

CSV example:

title,start,end
Why this market flipped,00:12:14,00:13:08

JSON example:

{
  "clips": [{ "title": "Why this market flipped", "start": "00:12:14", "end": "00:13:08" }]
}

Commands

Original-aspect review cuts:

uv run python scripts/cut_clips.py \
  <input-media> \
  dist/analysis/<slug>/clips.md \
  dist/analysis/<slug>/clips/cuts

Vertical review exports for TikTok/Reels/YouTube Shorts:

uv run python scripts/cut_clips.py \
  <input-media> \
  dist/analysis/<slug>/clips.md \
  dist/analysis/<slug>/clips/shorts \
  --aspect vertical \
  --pad-start 1 \
  --pad-end 1

Useful options:

• --limit N cuts only the first N parsed clips
• --pad-start SECONDS and --pad-end SECONDS add review handles
• --aspect source|vertical|square|horizontal controls simple framing
• --copy is faster for original-aspect cuts but may be less frame-accurate
• --dry-run writes/prints commands without producing media

Output locations

Recommended paths:

• dist/analysis/<slug>/clips.md — selected candidates
• dist/analysis/<slug>/clips/cuts/ — original-aspect review exports
• dist/analysis/<slug>/clips/shorts/ — vertical review exports
• dist/analysis/<slug>/clips/*/manifest.json — machine-readable export manifest

Quality guidance

For social/short-form exports, prefer candidates that:

• start with a hook or clear tension
• make sense with minimal prior context
• contain a payoff, reversal, punchline, or memorable phrase
• land in roughly 20-90 seconds for Shorts/TikTok, unless the user asks otherwise
• have a clean ending or can be padded slightly for handles

Avoid exporting moments that:

• depend heavily on an earlier setup
• are mainly housekeeping or sponsor reads
• require lots of visual context that a center crop will lose
• contain unresolved cross-talk or dead air

Caveats

• The script can center-crop vertical/square versions, but it does not track speakers or intelligently reframe shots.
• Treat outputs as review exports, not final mastered social edits.
• If vertical crop might cut off slides or side-by-side speakers, explicitly warn the user and suggest manual reframing in the editor.

References

• Cutter: ../../scripts/cut_clips.py
• Open-license sample downloader: ../../scripts/download_sample_media.sh
• Clip prompt: ../../prompts/clips.md
• Cut-clips prompt: ../../prompts/cut-clips.md