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- Media Enhancer: Shop-Ready Photos & Cleaner Videos
Works with the AI Agents you already use
Media Enhancer: Shop-Ready Photos & Cleaner Videos
Media Enhancer cleans them up for shops, websites and social, mostly free and on your own machine.
Free
Media Enhancer: Shop-Ready Photos & Cleaner Videos
Example session with this skill installed
I have 40 product photos taken with my phone on my kitchen table. Make them shop-ready: white background, same size, consistent look. Also fix the shaky unboxing video.
- Read your context and instructions
- Compiled the media enhancer
- Generated the image
Diagnosis (sampled 6 of 40 photos + video)
- Warm/yellow cast from kitchen light, slightly underexposed, cluttered background, varying framing
- Video: handheld shake, noisy in low light, quiet audio (-28 LUFS)
Photos
pip install pillow "rembg[cpu]"
python scripts/enhance.py batch photos/ -o shop/ --auto --remove-bg --bg "#ffffff" --square 2000 --shadow
40 images processed
- Square 2000x2000, white background, 8 % padding, soft contact shadow, sRGB JPG (~180-320 KB)
- Checked every cut-out: 37 clean; 3 need attention
- glass bottle (transparent edges lost) -> kept original background, white balance only
- 2 items with thin straps -> re-cut with tighter crop, straps preserved
- Colours compared with the real items: no hue shifts beyond white-balance correction
Video
python scripts/enhance.py video unboxing.mp4 -o unboxing-clean.mp4 \
--stabilize --denoise --sharpen --auto-color --scale 1920x1080 --fps 30 --loudnorm
- Two-pass stabilisation (vid.stab), denoise, light sharpen, colour lift, audio normalised to -14 LUFS
- 1080p, 2 min 14 s, 96 MB -> 61 MB
Optional (not done, needs your OK)
Lifestyle versions of your 5 best-sellers with GPT Image editing (new background, product unchanged): ~5 images x 2 tries x $0.016 =
~$0.16.
Delivered: shop/ (40 images), before-after.jpg contact sheet, unboxing-clean.mp4, and the commands to process new photos the same way.
before-after.jpg
PNG · 1536×1024
Example file from a real run - the skill writes it into your workspace.
Connects securely to your tools. The creator never sees your data.
About this skill
Fix the media you already have
Phone photos with yellow light and a messy kitchen behind the product; shaky, noisy videos with quiet audio. Media Enhancer cleans them up for shops, websites and social, mostly free and on your own machine.
What it does
- Diagnoses first: colour cast, exposure, noise, softness, resolution, background, framing, shake, audio level; asks where the media will be used.
- Photos with the included
enhance.py(tested): auto white balance + levels + light sharpening; background removal (rembg, runs locally); product placed on white or brand colour, centred on a square canvas with consistent padding and a soft shadow; Lanczos upscaling; batch mode for whole catalogues. - Marketplace-ready: specs for main images, catalogue consistency rules (size, padding, background, naming, sRGB).
- Videos (ffmpeg): two-pass stabilisation, denoise, sharpening, colour/contrast, resize with padding, constant fps, -14 LUFS audio; recipes for vertical-to-16:9 with blurred background, brightening, rotation, hiss removal, smooth slow motion and web compression - all tested.
- Optional AI editing on Agensi: GPT Image or Gemini image editing for new lifestyle backgrounds, relighting, object removal or canvas extension, with prompts that keep the product identical; the agent shows the price (from about 2 cents per image) and asks first, and rejects results that change the product.
- Delivers before/after comparisons, the right formats and sizes, and re-runnable commands.
- Honest edits: never changes a product's colour, size, condition or features, never removes others' watermarks, no editing people without consent.
Includes
- SKILL.md workflow
- scripts/enhance.py - image, batch and video enhancer
- references/specs.md - destination specs, extra ffmpeg recipes, AI-edit prompts
Pairs with AI Image Generator and AI Video Generator. Works with Claude Code, Claude (Cowork), Codex, Cursor and any SKILL.md-compatible agent. Requires Python 3 (+ ffmpeg for video).
Find more skills like this on the Claude Skills Marketplace, the Codex Skills Marketplace and the Gemini Skills Marketplace, or browse Claude Video Skills.
Initial rembg run requires a 170MB model download. Background removal may fail on complex edges like hair or glass. Requires ffmpeg and Python environment.
How to use
- 1
Connect your agent to the Agensi MCP
Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup
- 2
Sign in to Agensi
Your agent shows a sign-in link. Sign in and click Allow.
- 3
Ask for what you need
Your agent loads this skill and uses it on your task. It always asks before buying a skill.
Reviews
This skill has been used 9 times.
Trust & safety
Security scan
Security scan passed 3 days ago
- Free with an Agensi account