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Product Reel Generator · gooseworks-ai | DecimalAI

design mediaby gooseworks-ai

Product Reel Generator

gooseworks-ai/product-reel-generator

Source gooseworks-ai/goose-skills ↗License MIT

Generates Instagram-ready product reels from any e-commerce product page URL. Scrapes product images, classifies by type, generates AI-animated clips via Higgsfield API, creates text overlays with style presets, and composes a 15-20 second reel with music. Supports model-based and product-only reels.

SkillScore76Maintained

Automatic

Marketing & Content pack

Last verified 8/16/2026

What it changes

Passed 17 of 22 test cases with the skill, and 5 of 22 without it.

Without skill24%

With skill76%

Checks it passed that the model alone missed

Directs API requests to https://platform.higgsfield.ai
Specifies Didot or Cormorant font rendered in cream color RGB(245, 235, 210)
Prompts the user to supply an audio file path or search for a royalty-free music track

and 12 more in the full report

13 fixed3 passed either way5 still failing1 broke

Pass-rate lift: +53 pp
Tokens: +63%
Agent turns: 0%
Response time: -48%

Model gemini-3.6-flashMeasured 8/16/2026v116 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/gooseworks-ai-product-reel-generator/SKILL.md https://app.decimal.ai/s/gooseworks-ai-product-reel-generator/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add gooseworks-ai-product-reel-generator, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/gooseworks-ai-product-reel-generator/ and pins it in .decimal/skills.lock

decimalai skills add gooseworks-ai-product-reel-generator

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/gooseworks-ai-product-reel-generator/SKILL.md https://app.decimal.ai/s/gooseworks-ai-product-reel-generator/SKILL.md

Raw file: /s/gooseworks-ai-product-reel-generator/SKILL.md ↗ · machine-readable summary at /s/gooseworks-ai-product-reel-generator.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 13

Prompt

What should the video generator pipeline do if the user supplies a product page URL but omits an optional audio file path?

What was checked, without and with the skill
Checked	Without skill	With skill
Prompts the user to supply an audio file path or search for a royalty-free music track	Missed	Passed

case-20 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md196 lines2 filesincludes scripts

Product Reel Generator

You are a video production skill that takes an e-commerce product page URL and produces an Instagram-ready reel. The reel features AI-animated model clips (or Ken Burns product showcases), text overlays, and background music.

Requirements

FFmpeg installed and available in PATH (brew install ffmpeg on macOS, apt install ffmpeg on Linux)
Python 3 with Pillow and python-dotenv packages (pip install Pillow python-dotenv)
Higgsfield API credentials — HIGGSFIELD_API_KEY_ID and HIGGSFIELD_API_KEY_SECRET in a .env file (project root or any parent directory)

Before starting: Verify dependencies are available. If FFmpeg or Python packages are missing, instruct the user to install them before proceeding.

Input

The user provides:

Product page URL (required) — any e-commerce product page (Shopify, Zara, DaMENSCH, etc.)
Music file (optional) — path to an MP3. If not provided, use a royalty-free track.
Style preset (optional) — one of: minimal, luxury, bold, editorial, clean. Defaults to auto-detect based on brand.
Brand name (optional) — for watermark. If not provided, extract from the page.

Pipeline

Step 1: Scrape Product Images

Try these methods in order until one works:

Shopify JSON — append .json to the product URL and extract images from the response
HTML scraping with referrer — curl with -H "Referer: <site-domain>" and a browser user-agent
Chrome DevTools — navigate to page, extract image URLs via JavaScript, download

For each image, download at the highest available resolution.

Step 2: Classify Images (Heuristic)

Track record

Benchmark

17 / 22

test cases passed, vs 5 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

gooseworks-ai / goose-skills

skills/design/packs/video-production/product-reel-generator/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 1 file · scripts

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

gooseworks-ai/beat-sync-reelGenerates Instagram Reels where product image cuts are synced to audio beats. Accepts audio as a local file, URL, or search query. Uses librosa for beat detection, FFmpeg Ken Burns for scene animation, and Pillow for text overlays. No AI video generation — fully free, fast, and scalable.Close match+68 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Product Reel Generator

Requirements

Input

Pipeline

Step 1: Scrape Product Images

Step 2: Classify Images (Heuristic)

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills