Updated 1w ago
by wanshuiyin
ALIGN-Agentic-Loop-Image-GeneratioN
Agentic loop image generation without diffusion or autoregressive image models. Coding agents draw in p5.js, using iterative refinement and adversarial visual review for high-fidelity art and method figures. Skills for Claude Code and Codex.
44 GitHub stars (44)
+13 in 20 days
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- 4 skills (4 skills found in its SKILL.md files)
- 0 forks (0 forks)
- 1w ago last update (Last updated 1w ago)
Install
Skills CLI
npx skills add wanshuiyin/ALIGN-Agentic-Loop-Image-GeneratioN
Asks which skills and agents to install. Just one: npx skills add wanshuiyin/ALIGN-Agentic-Loop-Image-GeneratioN --skill method-figure-loop — add -g for every project.
Claude Code
git clone https://github.com/wanshuiyin/ALIGN-Agentic-Loop-Image-GeneratioNcp -r "ALIGN-Agentic-Loop-Image-GeneratioN/skills/method-figure-loop" ~/.claude/skills/
Copies the method-figure-loop skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add wanshuiyin/ALIGN-Agentic-Loop-Image-GeneratioN
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md.
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method-figure-loop
ALIGN for paper figures — draw a method-overview figure as an executable p5.js program that replays its own construction in named stages, exports SVG, and improves through pixel-only cross-model review whose gate is 'explain the method back from the figure alone, and is it worth looking at'. The method sets the relationships the figure must show, the chosen visual identity sets how its marks look…
skills/method-figure-loop/SKILL.md on GitHub (opens in a new tab) -
reference-art-loop
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 gene…
skills/reference-art-loop/SKILL.md on GitHub (opens in a new tab) -
method-figure-loop-codex
ALIGN for paper figures — draw a method-overview figure as an executable p5.js program that replays its own construction in named stages, exports SVG, and improves through pixel-only independent Codex subagent review whose gate is 'explain the method back from the figure alone, and is it worth looking at'. The method sets the relationships the figure must show, the chosen visual identity sets how…
skills_codex/method-figure-loop-codex/SKILL.md on GitHub (opens in a new tab) -
reference-art-loop-codex
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 independent Codex subagent 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 ra…
skills_codex/reference-art-loop-codex/SKILL.md on GitHub (opens in a new tab)
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.
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