Agent skill

Od Tune Collab

by nexu-io in nexu-io/open-design

Default reference pipeline for the tune-collab taskKind — pick a direction, patch-edit the existing artifact, critique, hand off.

Apache-2.0Auto-check passed

Install Od Tune Collab

skills CLI
$ npx skills add nexu-io/open-design --skill od-tune-collab -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install nexu-io/open-design od-tune-collab --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/nexu-io/open-design.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/_official/scenarios/od-tune-collab .claude/skills/od-tune-collab && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
od-tune-collab
GitHub stars
100k
Token cost
~283 tokens
SKILL.md length
70 words
Files
3
Skills in repo
245
Repo updated
First seen
Licence
Apache-2.0

At a glance

Default reference pipeline for the tune-collab taskKind — pick a direction, patch-edit the existing artifact, critique, hand off.

  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Od Tune Collab is an agent skill from nexu-io/open-design. Default reference pipeline for the tune-collab taskKind — pick a direction, patch-edit the existing artifact, critique, hand off.

Its SKILL.md is about 280 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `open-design.json`).

The repository describes itself as: 🎨 Best DeepSeek Harness Design Plugin. The open-source Claude Design alternative. 🖥️ Local-first desktop app. 🖼️ Your coding agent becomes the design engine: prototypes… The licence is Apache-2.0.

Example prompts

  • “/od-tune-collab”

What it can do on your machine

Read from SKILL.md and the folder at commit 17e2559. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are jsonc).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Od Tune Collab loads about 283 tokens when it runs. Until then it costs about 36 tokens; SKILL.md has 70 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~36
When it runs · the whole SKILL.md, loaded when a task matches
~283

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from nexu-io/open-design at commit 17e2559, republished under its Apache-2.0 licence (© nexu-io). 70 words, ~283 tokens.

Download SKILL.mdSave it as .claude/skills/od-tune-collab/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
od-tune-collab
description
Default reference pipeline for the tune-collab taskKind — pick a direction, patch-edit the existing artifact, critique, hand off.
od.scenario
tune-collab
od.mode
scenario

od-tune-collab (scenario)

Spec §1 / §10.1 / §21.5 / §23.3.3: the canonical "iterate on an existing artifact" flow. Inherits parentArtifactId from the project metadata so the produced artifact's ArtifactManifest.parentArtifactId is set automatically — the artifact lineage chain stays intact across multi-turn tune cycles.

Default pipeline

jsonc
{
  "stages": [
    { "id": "direction", "atoms": ["direction-picker"] },
    { "id": "patch",     "atoms": ["patch-edit"] },
    {
      "id": "critique",
      "atoms": ["critique-theater"],
      "repeat": true,
      "until": "critique.score>=4 || iterations>=3"
    },
    { "id": "handoff",   "atoms": ["handoff"] }
  ]
}

The handoff stage records handoffKind: 'patch' (or 'deployable-app' when the user opted in via od plugin run --target deployable-app AND build-test ran successfully somewhere upstream in the project's history).

© nexu-io, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files in plugins/_official/scenarios/od-tune-collab of nexu-io/open-design.

  • SKILL.md
  • examples/hero-tune.html
  • open-design.json

Open the folder on GitHubat commit 17e2559

Compare with similar skills

Od Tune Collab next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Od Tune Collab compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Od Tune Collab this skillnexu-io/open-design100k—~283Automated safety check: PassApache-2.0
LLM Fine Tuningsickn33/agentic-awesome-skills47k1 repos~2.3kAutomated safety check: PassMIT
Frontend Design Directionaffaan-m/ECC277k1 repos~2.2kAutomated safety check: PassMIT
Direction Attributethedaviddias/Front-End-Checklist74k—~534Automated safety check: PassMIT
Fine Tuning With TrlOrchestra-Research/AI-Research-SKILLs13k6 repos~2.9kAutomated safety check: PassMIT
Vector Index Tuningwshobson/agents40k9 repos~557Automated safety check: PassMIT

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Questions about Od Tune Collab

What does Od Tune Collab do?

Default reference pipeline for the tune-collab taskKind — pick a direction, patch-edit the existing artifact, critique, hand off. Od Tune Collab is an agent skill from nexu-io/open-design. Default reference pipeline for the tune-collab taskKind — pick a direction, patch-edit the existing artifact, critique, hand off.

How do I install Od Tune Collab in Claude Code?

Run `npx skills add nexu-io/open-design --skill od-tune-collab -a claude-code`. Or copy the skill folder (plugins/_official/scenarios/od-tune-collab in nexu-io/open-design) into .claude/skills/od-tune-collab in your project. Claude Code loads it when a task matches its description.

How do I install Od Tune Collab in Codex?

Run `npx skills add nexu-io/open-design --skill od-tune-collab -a codex`. Or copy the skill folder (plugins/_official/scenarios/od-tune-collab in nexu-io/open-design) into .agents/skills/od-tune-collab in your project. Codex loads it when a task matches its description.

Can I use Od Tune Collab in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add nexu-io/open-design --skill od-tune-collab -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/od-tune-collab, .gemini/skills/od-tune-collab, .github/skills/od-tune-collab and .opencode/skills/od-tune-collab in your project.

What does Od Tune Collab need to run?

SKILL.md names no scripts, command-line tools or credentials: Od Tune Collab is instructions for the agent only.

Does Od Tune Collab access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Od Tune Collab safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Od Tune Collab use?

Od Tune Collab is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Od Tune Collab use?

About 283 tokens (SKILL.md is roughly 1.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Od Tune Collab?

Skills that share tags, products or a category with Od Tune Collab: LLM Fine Tuning (sickn33/agentic-awesome-skills, 47k stars), Frontend Design Direction (affaan-m/ECC, 277k stars), Direction Attribute (thedaviddias/Front-End-Checklist, 74k stars) and Fine Tuning With Trl (Orchestra-Research/AI-Research-SKILLs, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Od Tune Collab?

nexu-io (a GitHub organization) maintains it in nexu-io/open-design, which has 100,280 GitHub stars. The repository holds 245 skills in this directory. The repository was last updated on October 10, 2026.

Source: nexu-io/open-design on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.