clipforge — operator mode
$ podcast feed --input https://...
connecting to feed...
 
$ pipeline run --full
loading Synth-Media Operator...
✓ extraction complete — 47 segments isolated
✓ scoring complete — top 3 selected [9.1 | 8.4 | 7.9]
✓ hook engineering — 3 hooks generated
✓ b-roll cues — 14 timestamped injections
✓ metadata export — TikTok · Reels · Shorts
 
3 clips ready. Pipeline idle.
Synth-Media Operator

Your podcast.
3 viral clips.
Zero manual work.

ClipForge accepts a podcast URL, runs the full pipeline — extraction, hook engineering, B-roll cues, SEO captions — and outputs platform-ready short-form assets for TikTok, Reels, and Shorts.

3 clips per episode
60s avg clip length
3 platforms — one export
The Pipeline

Four stages. One output.

01

Extract & Score

Ingests podcast audio. Transcribes, segments, and scores every 30-60s window on viral potential. Top 3 segments auto-selected for processing.

whisper scoring model
02

Hook Engineering

Rewrites the first spoken sentence into a punchy, scroll-stopping hook. Trained on tech, true-crime, and cybersecurity — the niches that stop scrolls.

LLM rewrite pattern interrupt
03

B-Roll Cues

Timestamped visual injection instructions — every cut, transition, and effect pre-mapped for CapCut. Drop in the audio, follow the cues, ship in minutes.

timestamped capcut ready
04

SEO & Metadata

One optimized title per clip. One platform-ready description with high-density tag matrix. Captions styled and export-formatted for all three platforms.

auto captions tag matrix

One transcript.
Three clips. Ready to post.

Each clip arrives as a complete package: the hook, the B-roll cue sheet, and styled captions. Follow the instructions in CapCut — or hand the package to an editor and let them run the timeline.

Sample — Hook Engineering
raw: "So there was this supply-chain vulnerability we found during an audit, and it turned out to be..."
hook: "This supply-chain bug exposed 12M endpoints. Here's exactly how we found it."
viral score: 9.1 / 10
clip_02 — b-roll cue sheet 0:58
[0:04] CRT glitch transition — 3 frames, green tint
[0:12] Low-frequency bass swoosh on neon text reveal
[0:27] Static noise overlay — 0.3s, fade out
[0:41] Scan line flicker — rapid, 0.2s, amber tint
[0:54] End card — glitch zoom + handle tag

No credit card. No setup fees. Just clips.

Solo
$19 /mo
  • Unlimited podcast feeds
  • 3 clips per episode
  • Hook engineering + B-roll cues
  • TikTok · Reels · Shorts export
  • SEO caption generation
  • Team collaboration
  • API access
Get Access
vs. Manual
$0 /mo
  • Hours of manual clipping
  • Inconsistent hook quality
  • No B-roll cue data
  • Export one platform at a time
  • No scoring or ranking

Your time costs more than $19/mo

Request Access

Get on the list.

Tell us what you're clipping and we'll get you wired in.

CtrlAltDet LLC · Detroit, MI · Synth-Media Division