Darwin Skill Optimizer
alchaincyf/darwin-skill
Scores SKILL.md files on a nine-dimension rubric, then improves them in a keep-or-revert loop with independent judge agents, test prompts, git history and human checkpoints.
Create, install, validate, update, and diagnose NextCoWork Skills.
$ npx skills add AIDotNet/NextCoWork --skill skills-creator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install AIDotNet/NextCoWork skills-creator --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/AIDotNet/NextCoWork.git skills-src && mkdir -p .claude/skills && cp -r skills-src/resources/skills/skills-creator .claude/skills/skills-creator && rm -rf skills-srcUse ~/.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/
Install the "skills-creator" agent skill from https://github.com/AIDotNet/NextCoWork/tree/main/resources/skills/skills-creator into .claude/skills/skills-creator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skills-creator", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/AIDotNet/NextCoWork/tree/main/resources/skills/skills-creatorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add AIDotNet/NextCoWork --skill skills-creator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install AIDotNet/NextCoWork skills-creator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AIDotNet/NextCoWork.git skills-src && mkdir -p .agents/skills && cp -r skills-src/resources/skills/skills-creator .agents/skills/skills-creator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "skills-creator" agent skill from https://github.com/AIDotNet/NextCoWork/tree/main/resources/skills/skills-creator into .agents/skills/skills-creator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skills-creator", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AIDotNet/NextCoWork --skill skills-creator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install AIDotNet/NextCoWork skills-creator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AIDotNet/NextCoWork.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/resources/skills/skills-creator .cursor/skills/skills-creator && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "skills-creator" agent skill from https://github.com/AIDotNet/NextCoWork/tree/main/resources/skills/skills-creator into .cursor/skills/skills-creator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skills-creator", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/AIDotNet/NextCoWork.git --path resources/skills/skills-creator--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add AIDotNet/NextCoWork --skill skills-creator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install AIDotNet/NextCoWork skills-creator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AIDotNet/NextCoWork.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/resources/skills/skills-creator .gemini/skills/skills-creator && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "skills-creator" agent skill from https://github.com/AIDotNet/NextCoWork/tree/main/resources/skills/skills-creator into .gemini/skills/skills-creator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skills-creator", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install AIDotNet/NextCoWork skills-creatorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add AIDotNet/NextCoWork --skill skills-creator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/AIDotNet/NextCoWork.git skills-src && mkdir -p .github/skills && cp -r skills-src/resources/skills/skills-creator .github/skills/skills-creator && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "skills-creator" agent skill from https://github.com/AIDotNet/NextCoWork/tree/main/resources/skills/skills-creator into .github/skills/skills-creator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skills-creator", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add AIDotNet/NextCoWork --skill skills-creator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install AIDotNet/NextCoWork skills-creator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/AIDotNet/NextCoWork.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/resources/skills/skills-creator .opencode/skills/skills-creator && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "skills-creator" agent skill from https://github.com/AIDotNet/NextCoWork/tree/main/resources/skills/skills-creator into .opencode/skills/skills-creator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skills-creator", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
skills-creatorCreate, install, validate, update, and diagnose NextCoWork Skills.
Skills Creator is an agent skill from AIDotNet/NextCoWork. Create, install, validate, update, and diagnose NextCoWork Skills. Use when authoring a SKILL.md package, installing a global or workspace Skill, packaging a Skill ZIP, or fixing Skill discovery, activation, or diagnostics.
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Skill management. The repository describes itself as: Open Cowork - Opensource Claude Cowork for Windows & macOS & Linux. The licence is Apache-2.0.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 49f1639. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are yaml).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Skills Creator loads about 2.3k tokens when it runs. Until then it costs about 60 tokens; SKILL.md has 1,138 words of instructions outside code blocks.
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.
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.
The full file from AIDotNet/NextCoWork at commit 49f1639, republished under its Apache-2.0 licence (© AIDotNet). 1,138 words, ~2,324 tokens.
.claude/skills/skills-creator/SKILL.md (or your agent's skills folder).Create Skills as small, portable workflow packages that extend the NextCoWork agent. Keep the package self-contained, deterministic where possible, safe to install, and easy to discover from the desktop Skills view.
Use the application's global Skill root, <appData>/skills, resolved from getHost().paths.userData(). In development this is <app working directory>/.next-cowork/skills; packaged builds use the application's per-user data directory. Do not assume that app data lives in the user's home directory. Treat <workspace>/.next-cowork/skills as the workspace-local root when a workflow must be isolated to one project. Keep global Skills available across workspaces; keep workspace-local Skills available only to the owning workspace.
Bundled Skills live in the NextCoWork repository at resources/skills/<skill-name>/SKILL.md. On application startup, each bundled Skill is installed into the global Skill root and refreshed on every launch — the previously bundled copy is overwritten so edits to resources/skills take effect next start. Refresh is scoped by a .nextcowork-bundled sentinel written into each installed bundled package; a Skill you installed yourself (no sentinel) is never touched, even if it shares a name.
Inspect the existing implementation before changing behavior:
src/shared/domain/skill.tssrc/main/ipc/skills.tssrc/main/kernel/skill/registry.tssrc/main/kernel/skill/load.tssrc/main/kernel/skill/install.tssrc/main/kernel/skill/bundled.tssrc/renderer/src/services/skills.tssrc/renderer/src/views/skills/SkillsFeature.tsxsrc/renderer/src/stores/skills.tssrc/main/kernel/skill/__tests__/, src/renderer/src/views/skills/use-skill.test.tsUse the renderer's existing UI components, theme tokens, and i18n catalog. Add user-visible copy to both supported locales through src/renderer/src/i18n/; do not add literal Chinese or English UI strings inside TSX.
Create this minimum structure:
<skill-name>/
└── SKILL.mdAdd resources only when they reduce repeated work or provide domain knowledge:
<skill-name>/
├── SKILL.md
├── scripts/ # deterministic helpers that can be executed repeatedly
├── references/ # detailed material loaded only when needed
└── assets/ # templates, icons, examples, or other output resourcesUse a lowercase hyphenated directory name. Keep it between 1 and 64 characters and use only a-z, 0-9, and -. Make the directory name, frontmatter name, and package root agree exactly.
Start with YAML frontmatter:
---
name: example-skill
description: Explain what the Skill does and the requests that should activate it.
---Write the body in imperative or infinitive form. State the purpose, trigger conditions, workflow, inputs, outputs, constraints, and validation checks. Keep the body concise; move large schemas, API notes, and examples into references/ and link them from the body.
Prefer this order:
Avoid vague instructions such as “handle the request carefully.” Name the file, command, endpoint, state, or observable result that proves each step is complete.
SKILL.md, references/, scripts/, or assets/.<skill-name>/ directory.<appData>/skills for global use, or the workspace-local root for isolated use.Use the existing renderer service functions instead of writing a second installer:
pickSkillZip() to select a local package.installSkillZip(path, workspaceId, scope) to install a local package.installMarketSkill(slug, version, workspaceId, scope) to install a marketplace version.setSkillGlobalEnabled(skillId, enabled) to change the global activation state.setSkillWorkspaceActive(skillId, workspaceId, active) to change workspace activation.Default to global scope when the user says “install this Skill” without naming a workspace. Ask for or infer workspace scope only when the request explicitly limits the Skill to a project. Never silently replace an existing Skill with a different package; show the conflict and preserve the installed copy until the user chooses an update.
Before installation or publication, verify:
name and description.Run the narrowest relevant tests first, then the renderer typecheck and test suite. For changes to discovery or installation, cover both global and workspace-local roots and include a regression test for the failure that prompted the change.
Prepare a Skill for the market only after local installation succeeds. Include a clear display name, one-sentence description, category, version, changelog, and any required assets. Keep secrets, API keys, private user data, and machine-specific absolute paths out of the ZIP. Verify that a fresh install into <appData>/skills works without manual edits.
Return a stable, localized error key from renderer code and map it in both locale catalogs. Preserve the original package when an update fails. Clean up temporary archives and partially copied directories. Record actionable diagnostics for developers while keeping user-facing messages short and safe.
Use a square raster icon for Skill cards. Prefer a 1:1 crop, clear subject at small sizes, simple background, no embedded text, no watermark, and a final file under 256 KB. Store project-bound examples in assets/; use the upload flow when publishing so the image is stored as a Skill resource rather than embedded as a large data URL in metadata.
When working in the NextCoWork source repository, the optional reference icon is src/renderer/assets/skills/skill-creator-icon.jpg. Use it as the visual direction for Skill Creator surfaces: a centered geometric toolbox-and-document mark, deep green and warm gold accents, a quiet background, and enough contrast for a 48–64 px card. This renderer asset is not part of the installed Skill; never require it for Skill discovery or installation.
When calling an image generation interface for a Skill logo, generate from a logo-specific prompt rather than a scene prompt:
为 NextCoWork 的 <Skill 名称> 设计一个专业软件产品 Logo 图标。用 <核心符号> 表达 <Skill 能力>。正方形 1:1 构图,单一居中主体,适合 48px 到 64px 的桌面端 Skill 卡片,品牌色 <颜色>,轻微半立体或扁平矢量质感,边缘清晰,高对比度,干净纯色背景。只生成图形 Logo,不要人物、场景、道具堆叠、文字、字母、数字、边框或水印。For the bundled Skill Creator example, use a magic toolbox, document page, and sparkle motif in deep green and warm gold. Request a square output when the provider supports it; otherwise crop the generated image around the single mark and keep the final file under 256 KB.
© AIDotNet, 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
Just SKILL.md in resources/skills/skills-creator of AIDotNet/NextCoWork.
Open the folder on GitHubat commit 49f1639
Skills Creator 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Skills Creator this skillAIDotNet/NextCoWork | 639 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Darwin Skill Optimizeralchaincyf/darwin-skill | 6.2k | 1 repos | ~4.7k | Automated safety check: Pass | MIT | |
| Using Agent Skillsaddyosmani/agent-skills | 103k | 4 repos | ~2.4k | Automated safety check: Pass | MIT | |
| Ponytail Help CardDietrichGebert/ponytail | 159k | — | ~726 | Automated safety check: Pass | MIT | |
| Skill Creatorzhayujie/CowAgent | 47k | — | ~4.7k | Automated safety check: Notes | MIT | |
| Task Observerrebelytics/one-skill-to-rule-them-all | 3.2k | 1 repos | ~12k | Automated safety check: Pass | CC-BY-4.0 |
alchaincyf/darwin-skill
Scores SKILL.md files on a nine-dimension rubric, then improves them in a keep-or-revert loop with independent judge agents, test prompts, git history and human checkpoints.
addyosmani/agent-skills
Meta-skill for choosing which workflow skill fits the task at hand, plus always-on habits: surface assumptions, stop on confusion, push back, keep it simple and stay in scope.
DietrichGebert/ponytail
Shows a one-shot quick-reference card for the ponytail skills: intensity levels, the six commands, and how to turn it off, set a default mode and update.
zhayujie/CowAgent
Guides creating, installing and updating agent skills in a workspace: SKILL.md frontmatter, bundled scripts and references, with scripts to scaffold, validate and package.
rebelytics/one-skill-to-rule-them-all
Monitors task execution for skill improvement opportunities.
affaan-m/ECC
Audits your installed Claude skills and commands for quality, with a quick mode for recently changed skills and a full mode that evaluates all of them through subagents.
AIDotNet/NextCoWork
Author, package, and debug NextCoWork plugins — the single entry point.
Categories
Create, install, validate, update, and diagnose NextCoWork Skills. Skills Creator is an agent skill from AIDotNet/NextCoWork. Create, install, validate, update, and diagnose NextCoWork Skills.
Skills Creator fits situations like: authoring a SKILL.md package; installing a global; workspace Skill; packaging a Skill ZIP.
Run `npx skills add AIDotNet/NextCoWork --skill skills-creator -a claude-code`. Or copy the skill folder (resources/skills/skills-creator in AIDotNet/NextCoWork) into .claude/skills/skills-creator in your project. Claude Code loads it when a task matches its description.
Run `npx skills add AIDotNet/NextCoWork --skill skills-creator -a codex`. Or copy the skill folder (resources/skills/skills-creator in AIDotNet/NextCoWork) into .agents/skills/skills-creator in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add AIDotNet/NextCoWork --skill skills-creator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skills-creator, .gemini/skills/skills-creator, .github/skills/skills-creator and .opencode/skills/skills-creator in your project.
SKILL.md names no scripts, command-line tools or credentials: Skills Creator is instructions for the agent only.
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.
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.
Skills Creator 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.
About 2.3k tokens (SKILL.md is roughly 9.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Skills Creator: Darwin Skill Optimizer (alchaincyf/darwin-skill, 6.2k stars), Using Agent Skills (addyosmani/agent-skills, 103k stars), Ponytail Help Card (DietrichGebert/ponytail, 159k stars) and Skill Creator (zhayujie/CowAgent, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
AIDotNet (a GitHub organization) maintains it in AIDotNet/NextCoWork, which has 639 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on October 9, 2026.
Source: AIDotNet/NextCoWork on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.