🎬
AutomationPython

UGC Fix Loop

by gooseworks-ai

UGC Fix Loop is an Automation skill for Claude Code, published by gooseworks-ai in goose-skills.

1.1K stars200 forkson gooseworks-ai/goose-skillsAdded 2026/08/12+4% in starsRepository updated 2026/07/23
claudeclaude-skillsclaudecodeclaudecode-skillscodexcursorgtmskills
Install in seconds
Install UGC Fix Loop
Copy UGC Fix Loop into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/gooseworks-ai/goose-skills/tree/main/skills/ads/capabilities/ugc-fixloop ~/.claude/skills/ugc-fixloop

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/gooseworks-ai/goose-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/ads/capabilities/ugc-fixloop/SKILL.md in gooseworks-ai/goose-skills
Installs to
~/.claude/skills/ugc-fixloop
Collection
One of 51 skills cataloged from this repository
Category
Automation1523 skills

What UGC Fix Loop does

UGC Fix Loop stitches a replacement clip into a single-take UGC master with FFmpeg and vets a Seedance prompt through an OpenAI proxy. Use it to repair one beat without changing the master audio or to review a prompt before render.

UGC Fix Loop is cataloged under Automation on DirSkills. UGC Fix Loop comes from a repository tagged claude, claude-skills, claudecode, claudecode-skills and codex.

Documentation

README

ugc-fixloop

The UGC fix-loop toolkit. The one-shot UGC video recipes (create-ugc-*-video-from-refs) render a single continuous Seedance 2.0 reference-to-video master with native lip-synced audio. This capability ships the two scripts those recipes run, so they exist on the remote machine (fetched into /tmp/gooseworks-scripts/ugc-fixloop/).

Any re-render of a replacement clip goes through the same proxy path the recipe uses for the take (create-video-fal / fal-proxy), NEVER a direct fal.run call.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about UGC Fix Loop

  • What else does gooseworks-ai publish alongside UGC Fix Loop?

    UGC Fix Loop is one of 51 skills that DirSkills catalogs from gooseworks-ai/goose-skills, the repository it ships in. Its siblings there include 3D Character Explainer Assembler, Ad Angle Miner and Ad Campaign Analyzer. Each one is a separate skill with its own page in this directory, installs the same way UGC Fix Loop does, and is maintained by gooseworks-ai in that same repository. The rest of the collection is listed on the gooseworks-ai/goose-skills page.

  • How does UGC Fix Loop compare to other Automation skills?

    UGC Fix Loop ranks #744 by stars among the 1523 Automation skills in this catalog. The most-starred ones next to it are Autonomous Loops, Autonomous Agent Harness and Automation Audit Ops. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of UGC Fix Loop against them. Open each page to compare what they document and how they install.

More from gooseworks-ai/goose-skills

UGC Fix Loop is one of 51 skills cataloged on DirSkills from gooseworks-ai/goose-skills.

See all 51 skills
🎬
2026/07/20

3D Character Explainer Assembler

Deterministic video assembly pipeline for 3D character explainer ads. Trims clips, normalizes to 1080x1920, concatenates, and muxes audio with static-still fallback for missing clips.
Automation
1.1K199
📣
3w ago

Ad Angle Miner

Ad Angle Miner extracts ad angles from reviews, Reddit, support tickets, and competitor ads. Use it when you need a ranked bank of pain points, outcome phrases, competitor weaknesses, and proof quotes for campaigns.
Writing
1.1K200
📊
3w ago

Ad Campaign Analyzer

Ad Campaign Analyzer turns Google, Meta, and LinkedIn performance data into campaign diagnostics and budget shift recommendations. It identifies winners, waste, statistical significance, and where to cut, scale, or test next.
Data
1.1K200
📊
3w ago

Ad Lead Quality Analyzer

Ad Lead Quality Analyzer joins ad platform data with downstream funnel events to replace signup CPA with true CAC per qualified lead. Use it to find tracking gaps and classify creatives as Scale, Keep, Investigate, or Cut.
Data
1.1K200
📈
3w ago

Ad-To-Landing Page Auditor

Ad-To-Landing Page Auditor checks whether ad copy and landing pages carry the same promise, language, and CTA through the click path. Use it to find message mismatches that hurt conversions on Google, Meta, and LinkedIn campaigns.
SEO
1.1K200
🎞️
2026/07/20

AirDrop Carousel Renderer

Deterministically renders a viral iOS AirDrop notification-carousel video ad from a brand line and product photos, using headless Chrome, PIL, and FFmpeg. Ideal for creating crisp, real-product carousel ads without generative AI smear.
Automation
1.1K199