reference-art-loop SKILL.md skillA

reference-art-loop from wanshuiyin/align-agentic-loop-image-generation is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add wanshuiyin/align-agentic-loop-image-generation/reference-art-loop@git:20260905.c8089f4

Pins git:20260905.c8089f4 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
wanshuiyin/align-agentic-loop-image-generation
Path
skills/reference-art-loop/SKILL.md
Versions recorded
1
Latest version
git:20260905.c8089f4, committed Sep 5, 2026
Size
58,434 bytes
Repository stars
49
License
MIT

ALIGN — Agentic Loop Image GeneratioN. Paint a subject in the craft of a reference artwork as executable p5.js, Canvas, SVG or another mark-based medium, replay that craft's real order of work, and improve it through pixel-only cross-model review. The reference fixes the craft; the subject may be the reference's own scene (千里江山图 → p5.js) or another (清明上河图 → 武汉). Not for one-shot raster image generation.

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

# Reference Art Loop (ALIGN) — a picture that makes itself, judged blind

> 🔒 Do not wrap this skill in `/loop`, `/schedule` or a cron. It loops internally
> (render → blind review → decide → repaint), and a round is triggered by a change
> in the picture, not by the clock.

The tool names in the front matter describe capabilities, not a portable
interface: use this host's equivalent shell, file, fetching, review and
presentation tools throughout.

You are given a style source — a reference artwork — a subject, and a medium
the result must be *written in*: p5.js in a browser, plain Canvas, SVG, a
plotter path list — anything where a picture is a sequence of making actions a
program lays down. The reference fixes a craft: its order of work, mark
vocabulary, colouring, blank rules and rhythm. The subject may be the
reference's own scene or anything else — 张择端's craft applied to present-day
武汉. You produce a page or file that replays the making of the picture in the
order the craft proceeds, and you keep improving it until a reviewer who sees
only rendered pixels — and fixed windows cut from the reference at viewing
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add wanshuiyin/align-agentic-loop-image-generation/reference-art-loop@sha256:ce8f11774bba6a7c

The line at the top of this page pins the label git:20260905.c8089f4, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_sudplao33kbb7fwb.svg)](https://markdownregistry.com/a/art_sudplao33kbb7fwb)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Sep 5, 2026.

versioncommittedcommitsizeaudit
git:20260905.c8089f4 latest2026-09-05 c8089f4 58,434 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (58434 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

GitHub

wanshuiyin/align-agentic-loop-image-generation · 49 stars · license MIT · pushed 2026-10-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_sudplao33kbb7fwb
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/align-agentic-loop-image-generation/reference-art-loop
GET https://markdownregistry.com/api/v1/blob/ce8f11774bba6a7c9b9a70a66f2407f9f0568f6a6674bbf4379db72c7238b5b5

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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