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od-tune-collab

Automate iterative artifact refinement through a structured pipeline of direction, patching, and critique.

93.2k|10.8k|Updated Apr 28, 2026
Search Tags:#iteration#pipeline#artifact#tuning#Collaboration#Design
One-click install
npx skills add https://github.com/nexu-io/open-design --skill od-tune-collab
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: od-tune-collab
Source: https://github.com/nexu-io/open-design/tree/main/plugins/_official/scenarios/od-tune-collab
Command: npx skills add https://github.com/nexu-io/open-design --skill od-tune-collab

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill addresses the inefficiency of manual, multi-turn design and content iteration by providing a standardized, repeatable pipeline for refining artifacts while maintaining lineage.

Core Features & Use Cases

  • Structured Iteration: Implements a formal pipeline (direction, patch, critique, handoff) to ensure consistent quality improvements.
  • Artifact Lineage: Automatically preserves parent-child relationships between artifacts, ensuring traceability across multi-turn tune cycles.
  • Use Case: Use this to refine hero copy or UI components by providing a specific instruction, allowing the agent to propose a patch, critique it against a score, and finalize the handoff.

Quick Start

Use the od-tune-collab skill to sharpen the hero copy of the current artifact based on the instruction to make it more professional.

Frequently Asked Questions about od-tune-collab

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I start an iteration cycle with od-tune-collab?▼

Initiate the cycle by providing a tuneInstruction to the skill, which triggers the direction-picker and patch-edit stages. The pipeline will then automatically proceed to critique and handoff based on the defined success criteria.

What happens during the critique stage?▼

The critique stage uses the critique-theater atom to evaluate the patch against the target score. It repeats the patch-edit process until the score reaches 4 or higher, or until the iteration limit of 3 is met.

Does this skill support deploying changes?▼

Yes, the handoff stage supports a deployable-app kind if the user specifies the target during execution and the project history includes a successful build-test.

How is artifact lineage maintained?▼

The skill automatically inherits the parentArtifactId from the project metadata and assigns it to the new artifact, ensuring the lineage chain remains intact across all tune cycles.

When should I use this instead of manual editing?▼

Use this skill when you need a repeatable, critique-driven process that ensures quality convergence and maintains a clear audit trail of changes for complex design or content artifacts.

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