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Misc101k · #609

od-new-generation

Helps your agent plan and create something new. It discovers ideas, plans steps, and generates the result, with reviews. Perfect for starting new creative projects.

What it does

This tool helps the AI follow a step-by-step process to create something. It starts by understanding what you want, then plans how to do it, creates the output, and finally reviews it to ensure it's good.

When to use it

  • ✓When you want the AI to create a detailed text or plan.
  • ✓When you need the AI to review and improve something it created.
  • ✓To ensure the AI follows a structured process instead of skipping steps.

Example of what to ask your AI

“I want to create a script for a video about vegan cooking, focusing on easy recipes.”

Want more? Open the sections below.

How to use

The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.

Skill link

https://github.com/nexu-io/open-design/blob/main/plugins/_official/scenarios/od-new-generation/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/nexu-io/open-design/blob/main/plugins/_official/scenarios/od-new-generation/SKILL.md Read the SKILL.md file at that link and follow its instructions for my task.
How it works

The AI first asks questions to better understand your request (discovery). Then, it creates an action plan. Next, it generates the final content. Finally, it self-evaluates and improves the result until it's satisfied or reaches a maximum number of attempts.

Installation

Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.

In the terminal (Claude Code, Codex, Cursor), in your project folder:

npx skills add nexu-io/open-design --skill od-new-generation

Or download just the file:

curl -L https://raw.githubusercontent.com/nexu-io/open-design/main/plugins/_official/scenarios/od-new-generation/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

od-new-generation (scenario)

Spec §10.1 / §23.3.3: when a plugin omits od.pipeline, the daemon falls back to this scenario plugin's pipeline. Replacing the default for an enterprise / vertical edition is now a content edit rather than a code change.

Default pipeline

{
  "stages": [
    { "id": "discovery", "atoms": ["discovery-question-form"] },
    { "id": "plan",      "atoms": ["direction-picker", "todo-write"] },
    { "id": "generate",  "atoms": ["file-write", "live-artifact"] },
    {
      "id": "critique", "atoms": ["critique-theater"],
      "repeat": true,
      "until": "critique.score>=4 || iterations>=3"
    }
  ]
}

The discovery stage gives the agent a clean surface for clarifying questions; the plan stage commits to a TodoWrite-backed plan; the generate stage produces the artifact; the critique stage devloops until the score converges or the iteration ceiling is hit.

Plugins that customise this scenario

A plugin can override or extend by declaring its own od.pipeline. The default applies only when the plugin's pipeline is absent.

FAQ

What are 'stages' and 'atoms'?

'Stages' are the major steps in the process (like 'discovery' or 'plan'). 'Atoms' are the small actions the AI performs within each stage.

What happens if the AI isn't satisfied with the result?

The AI tries to improve the result multiple times until the quality reaches a good level or it hits the maximum allowed number of attempts.

Can I change the process the AI uses?

Yes, it's possible to customize the process by defining a new 'pipeline' of stages, but this usually requires more technical knowledge.

Details

Original description by the author

Default reference pipeline for the new-generation taskKind — discovery → plan → generate → critique with a critique-theater devloop.

repo: nexu-io/open-design

Popularity

GitHub stars
101k
Ranking position
#609
License
Apache-2.0
Updated
10/16/2026

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