image-to-image-character-generation SKILL.md skillA
image-to-image-character-generation from jpeetz/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jpeetz/agent-skills/image-to-image-character-generation@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jpeetz/agent-skills
- Path
skills/api-backend/image-to-image-character-generation/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.0, committed Sep 14, 2026
- First version recorded
- Aug 31, 2026
- Size
- 7,570 bytes
- Repository stars
- 14
- License
- none declared
Use this skill when an agent needs to generate consistent character images via kie.ai grok-imagine image-to-image from Supabase S3 or Google Drive to produce daily social media images of the same mascot/persona in different scenes, ensuring character identity stays consistent across posts. Includes reference selection (face anchors + pose refs by keyword score), dynamic prompt composition (scene + attire + mood + angle, anti-repeat deque), kie.ai API payload building, strength calibration…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Image-to-Image Character Generation
Generate consistent images of the same character/mascot across different scenes using
**kie.ai's grok-imagine/image-to-image** model, conditioned on reference photos from
Supabase S3 storage or Google Drive. This is image-to-image, not text-to-image — the
model generates from reference images, not from a prompt alone.
## When to use
- You need daily social media images of the same recurring character/persona
- The character must be recognisable as "the same person" across posts
- You have a reference image set of the character in various poses/angles
- You want to generate image variants automatically for review + approval
- **Do NOT use** for one-off text-to-image generation (use a standard image gen skill)
## Storage backends (choose one)
### Supabase S3
Reference images are stored at a Supabase storage URL. Naming convention:
`{bucket_url}/{character}_reference_{nn}_{pose}.jpg`
Example: `https://dbbppsbtpsahdkmevxgm.supabase.co/storage/v1/object/public/instagram_images/isabelle_reference_01.jpg`
### Google Drive
Reference images are stored on Google Drive with file IDs. URL format:
…Read the whole file at its exact version.
How to install
mdr add jpeetz/agent-skills/image-to-image-character-generation@sha256:76367ac97fd1e96bThe line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_2wvlqzkdhfk3rl72)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 31, 2026 and Sep 14, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-09-14 | 5722530 | 7,570 B | A | view · diff |
| v1.0.0 | 2026-08-31 | 945bdcc | 7,569 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7570 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
jpeetz/agent-skills · 14 stars · license none declared · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_2wvlqzkdhfk3rl72 GET https://markdownregistry.com/api/v1/resolve?ref=jpeetz/agent-skills/image-to-image-character-generation GET https://markdownregistry.com/api/v1/blob/76367ac97fd1e96b4c66487004b2fbc55f23b32ee12fa7109776813fc828d55b
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.