ai-image-realism SKILL.md skillA
ai-image-realism from beatra-ai/ai-image-realism-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add beatra-ai/ai-image-realism-skill/ai-image-realism@git:20261015.f8365bdPins git:20261015.f8365bd in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- beatra-ai/ai-image-realism-skill
- Path
skills/ai-image-realism/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261015.f8365bd, committed Oct 15, 2026
- First version recorded
- Sep 17, 2026
- Size
- 7,060 bytes
- Repository stars
- 4
- License
- MIT-0
Improve AI image realism without starting over. This focused AI image editor and humanizer targets visible AI image artifacts—plastic skin, malformed hands or faces, extra fingers, repeated textures, and inconsistent lighting—with focused AI image retouching through a local repair or natural whole-image refinement. Use it to make AI portraits, product images, marketing graphics, and social covers look more realistic, remove the obvious AI look, fix AI hands and extra fingers, or refine product…
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
# AI Image Realism & Artifact Fixer Repair the most visible artificial-looking defect in an existing image while keeping the parts the user already accepts recognizable where possible. The host Agent must be able to inspect the source image; uploading a file is transport, not image diagnosis, and this Skill has no separate Beatra image-analysis call. ## Best-fit scenes and preservation priorities Use this workflow to improve an existing portrait, product image, marketing visual, or social cover with plastic skin, malformed hands or faces, repeated textures, inconsistent light, or another visible generated-image artifact. Start from the user's selected image and repair the highest-impact issue without unnecessarily changing the rest. Treat text, logo geometry, identity, product shape, packaging, and composition named by the user as must-keep priorities. Prefer the smallest local repair that can address the issue, then compare the result with the source and report any visible drift. Use a reinterpretation route only when the user asks for a new scene or composition; never silently replace an edit request with a newly generated image. ## Inputs and defaults …
Read the whole file at its exact version.
How to install
mdr add beatra-ai/ai-image-realism-skill/ai-image-realism@sha256:a8748d8a6e26b021The line at the top of this page pins the label git:20261015.f8365bd, 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_3hw45khprvtbzvds)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Sep 17, 2026 and Oct 15, 2026, about one every 29 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261015.f8365bd latest | 2026-10-15 | f8365bd | 7,060 B | A | view · diff |
| git:20260917.722cf7b | 2026-09-17 | 722cf7b | 7,691 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 (7060 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
beatra-ai/ai-image-realism-skill · 4 stars · license MIT-0 · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3hw45khprvtbzvds GET https://markdownregistry.com/api/v1/resolve?ref=beatra-ai/ai-image-realism-skill/ai-image-realism GET https://markdownregistry.com/api/v1/blob/a8748d8a6e26b02133117f933c726cd4a77b98df03fda053a9eb8d2d3e6a5e61
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.
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