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agentic-diffusion

Semantic diffusion model for code.

Skill by TheSethRose

IndexedLicense unknown
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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/thesethrose-agentic-diffusion

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Semantic diffusion model for code. Turns generation into iterative denoising using four distinct roles (Orchestrator, Generator/Ralph, Critic, Refiner) to converge on working solutions through persistent refinement.

Reviews

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/agentic-diffusion

What's inside

Skill name
agentic-diffusion
Description
Semantic diffusion model for code. Turns generation into iterative denoising using four distinct roles (Orchestrator, Generator/Ralph, Critic, Refiner) to converge on working solutions through persistent refinement.
License
unknown
Instructions
143 lines in SKILL.md · view on GitHub

Files (4)

  • EXAMPLES.md
  • ORCHESTRATOR.md
  • SKILL.md
  • diffusion

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

More from TheSethRose/clawdbot-backup

Signals

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Last commit (this folder)
Jan 14, 2026 (9 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
License unknown
Repository
github.com/TheSethRose/clawdbot-backup
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

More from TheSethRose

Cite this page

agentic-diffusion skill. Agent Mart. https://agentmart.dev/skills/thesethrose-agentic-diffusion (last updated 2026-10-24)