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.
Audits a project's skill directories for broken frontmatter, missing template sync and quality gaps, then produces a health report of what needs fixing.
$ npx skills add zereight/gitlab-mcp --skill skill-stocktake -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install zereight/gitlab-mcp skill-stocktake --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/zereight/gitlab-mcp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/skill-stocktake .claude/skills/skill-stocktake && 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 "skill-stocktake" agent skill from https://github.com/zereight/gitlab-mcp/tree/main/.github/skills/skill-stocktake into .claude/skills/skill-stocktake/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-stocktake", 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/zereight/gitlab-mcp/tree/main/.github/skills/skill-stocktakeType 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 zereight/gitlab-mcp --skill skill-stocktake -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install zereight/gitlab-mcp skill-stocktake --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zereight/gitlab-mcp.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/skill-stocktake .agents/skills/skill-stocktake && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "skill-stocktake" agent skill from https://github.com/zereight/gitlab-mcp/tree/main/.github/skills/skill-stocktake into .agents/skills/skill-stocktake/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-stocktake", 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 zereight/gitlab-mcp --skill skill-stocktake -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install zereight/gitlab-mcp skill-stocktake --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zereight/gitlab-mcp.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/skill-stocktake .cursor/skills/skill-stocktake && 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 "skill-stocktake" agent skill from https://github.com/zereight/gitlab-mcp/tree/main/.github/skills/skill-stocktake into .cursor/skills/skill-stocktake/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-stocktake", 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/zereight/gitlab-mcp.git --path .github/skills/skill-stocktake--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 zereight/gitlab-mcp --skill skill-stocktake -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install zereight/gitlab-mcp skill-stocktake --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zereight/gitlab-mcp.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/skill-stocktake .gemini/skills/skill-stocktake && 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 "skill-stocktake" agent skill from https://github.com/zereight/gitlab-mcp/tree/main/.github/skills/skill-stocktake into .gemini/skills/skill-stocktake/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-stocktake", 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 zereight/gitlab-mcp skill-stocktakeInstalls 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 zereight/gitlab-mcp --skill skill-stocktake -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/zereight/gitlab-mcp.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/skill-stocktake .github/skills/skill-stocktake && 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 "skill-stocktake" agent skill from https://github.com/zereight/gitlab-mcp/tree/main/.github/skills/skill-stocktake into .github/skills/skill-stocktake/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-stocktake", 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 zereight/gitlab-mcp --skill skill-stocktake -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install zereight/gitlab-mcp skill-stocktake --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zereight/gitlab-mcp.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/skill-stocktake .opencode/skills/skill-stocktake && 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 "skill-stocktake" agent skill from https://github.com/zereight/gitlab-mcp/tree/main/.github/skills/skill-stocktake into .opencode/skills/skill-stocktake/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-stocktake", 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.
skill-stocktakeAudits a project's skill directories for broken frontmatter, missing template sync and quality gaps, then produces a health report of what needs fixing.
The skill walks through five steps over the .github/skills and a templates folder: listing every skill directory, validating that each SKILL.md's frontmatter is current, for example that a removed hint field was renamed to argument-hint and that allowed-tools was dropped, diffing the two directories to catch skills missing from one side, checking each skill for required sections such as When to Use and Output Format plus a minimum length so empty stubs are caught, and comparing the skill catalog named in the project's copilot instructions against what actually exists on disk.
It is meant to run before adding a new skill to avoid duplicating one that already exists, after a large batch of changes to confirm templates stayed in sync, and periodically to prune stale or incomplete skills. The result is a dated stocktake report, and the skill points to sibling tools for orchestration, task verification, status and saving quality insights to memory.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 035e9d1. 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 bash and 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.
Skill Inventory Stocktake loads about 1k tokens when it runs. Until then it costs about 74 tokens; SKILL.md has 192 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 zereight/gitlab-mcp at commit 035e9d1, republished under its MIT licence (© zereight). 192 words, ~1,008 tokens.
.claude/skills/skill-stocktake/SKILL.md (or your agent's skills folder).Audit the .github/skills/ and vscode-omg/resources/templates/skills/ directories to produce a quality and coverage report.
# List all skill directories
ls -1d .github/skills/*/
# Count total
ls -1d .github/skills/*/ | wc -l
# Check each has a SKILL.md
for dir in .github/skills/*/; do
[ -f "${dir}SKILL.md" ] || echo "MISSING SKILL.md: $dir"
doneEach SKILL.md MUST have valid frontmatter:
---
name: skill-name # required, kebab-case, matches directory name
description: > # required, multi-line description with trigger keywords
...
argument-hint: "..." # optional, describes argument
---v1.0.5 breaking changes to check:
hint: field → ✅ argument-hint: allowed-tools: field → ✅ remove (not supported)autopilot → must be omg-autopilot (naming collision)Validate with:
# Find skills using old 'hint:' field
grep -rn "^hint:" .github/skills/
# Find skills using unsupported 'allowed-tools:'
grep -rn "^allowed-tools:" .github/skills/
# Check for old 'autopilot' directory
ls .github/skills/ | grep "^autopilot$"# Skills in .github but not in templates
diff <(ls .github/skills/) <(ls vscode-omg/resources/templates/skills/)
# Skills in templates but not in .github (orphan templates)
diff <(ls vscode-omg/resources/templates/skills/) <(ls .github/skills/)For each skill, check:
name: matches directory name exactlydescription: includes trigger keywords ("Activate when: X, Y, Z")/autopilot → /omg-autopilot)Check against the skill catalog in copilot-instructions.md:
# Extract skill names from instructions
grep -o '/[a-z-]*' .github/copilot-instructions.md | sort | uniq
# Compare to actual skill directories
ls -1d .github/skills/*/ | xargs -I{} basename {}Identify gaps: skills mentioned in instructions but missing from disk, or vice versa.
## Skill Stocktake Report
**Date:** [timestamp]
**Total Skills:** X
### Inventory
| Skill | Has SKILL.md | Lines | Frontmatter OK | In Instructions |
|-------|-------------|-------|----------------|-----------------|
| omg-autopilot | ✅ | 120 | ✅ | ✅ |
| [skill] | ❌ missing | — | — | ✅ |
### Issues Found
| Type | Skill | Issue | Severity |
|------|-------|-------|----------|
| Frontmatter | old-skill | Uses `hint:` not `argument-hint:` | MEDIUM |
| Sync | new-skill | In .github but missing from templates | LOW |
| Coverage | planning | Mentioned in instructions but no directory | HIGH |
| Stale | autopilot | Old name — should be omg-autopilot | HIGH |
### Summary
- Skills passing all checks: X/Y
- Issues requiring action: Z
- HIGH: A
- MEDIUM: B
- LOW: C
### Recommended Actions
1. [Action with file path]
2. [Action with file path]@omg-coordinator — orchestrates multi-skill workflows/verify — verifies specific task completion/status — shows current active workflow state/remember — stores quality insights to memory© zereight, MIT. 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 .github/skills/skill-stocktake of zereight/gitlab-mcp.
Open the folder on GitHubat commit 035e9d1
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in zereight/gitlab-mcp, which our catalogue first saw on October 7, 2026.
Skill Inventory Stocktake 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 |
|---|---|---|---|---|---|---|
| Skill Inventory Stocktake this skillzereight/gitlab-mcp | 2k | 1 repos | ~1k | Automated safety check: Pass | MIT | |
| Darwin Skill Optimizeralchaincyf/darwin-skill | 6.2k | 1 repos | ~4.7k | Automated safety check: Pass | MIT | |
| Skill Creatorzhayujie/CowAgent | 47k | — | ~4.7k | Automated safety check: Notes | MIT | |
| Open-Science Skill Creatoraipoch/open-science | 5.5k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Skill Quality ReviewerGalaxy-Dawn/claude-scholar | 5.7k | 1 repos | ~3k | Automated safety check: Pass | MIT | |
| Prismer Skill CreatorPrismer-AI/PrismerCloud | 1.6k | — | ~2.6k | Automated safety check: Notes | MIT |
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.
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.
aipoch/open-science
Creates, revises, evaluates and publishes skills in the Open-Science app through its native host.skills composer, with optional test prompts and benchmarks.
Galaxy-Dawn/claude-scholar
Scores a skill across description, content organization, writing style and structure, then produces letter grades and a prioritized improvement plan.
Prismer-AI/PrismerCloud
Walks an agent through creating, importing, editing, validating, testing and publishing Prismer Skills with a fixed workflow and bundled scripts.
sangrokjung/claude-forge
Analyze session work and automatically convert reusable patterns into Claude Code skills.
zereight/gitlab-mcp
Detects which autonomous OMG mode is currently active - Autopilot, Ralph, Ultrawork, UltraQA, Team or Self-Improve - and shuts it down cleanly.
zereight/gitlab-mcp
Runs a task through Codex and Gemini CLIs in parallel alongside Claude, then synthesizes the three outputs into one answer with agreements and conflicts called out.
zereight/gitlab-mcp
Shared reference for naming, function size, complexity and error handling rules that reviewer agents apply across TypeScript, Python, Go, Rust, Java, C# and Swift.
zereight/gitlab-mcp
Sorts what you learned in a session into the right memory surface, filtering out ephemeral notes and duplicates before anything is stored.
zereight/gitlab-mcp
Runs a fast security sweep of recent code changes before a commit or PR, checking for leaked secrets, vulnerable dependencies, unsafe input handling and auth gaps.
zereight/gitlab-mcp
Reports which OMG modes are active, such as autopilot, ralph, team, ultraqa and self-improve, with phase, story or cycle progress read from their state files.
Categories
Audits a project's skill directories for broken frontmatter, missing template sync and quality gaps, then produces a health report of what needs fixing. md's frontmatter is current, for example that a removed hint field was renamed to argument-hint and that allowed-tools was dropped, diffing the two directories to catch skills missing from one side, checking each skill for required sections such as When to Use and Output Format plus a minimum length so empty stubs are caught, and comparing the skill catalog named in the project's copilot instructions against what actually exists on disk.
Skill Inventory Stocktake fits situations like: checking whether a new skill would duplicate an existing one; verifying skill frontmatter after a tooling version bump; finding skills that are stale, incomplete or out of sync with templates.
Run `npx skills add zereight/gitlab-mcp --skill skill-stocktake -a claude-code`. Or copy the skill folder (.github/skills/skill-stocktake in zereight/gitlab-mcp) into .claude/skills/skill-stocktake in your project. Claude Code loads it when a task matches its description.
Run `npx skills add zereight/gitlab-mcp --skill skill-stocktake -a codex`. Or copy the skill folder (.github/skills/skill-stocktake in zereight/gitlab-mcp) into .agents/skills/skill-stocktake 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 zereight/gitlab-mcp --skill skill-stocktake -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-stocktake, .gemini/skills/skill-stocktake, .github/skills/skill-stocktake and .opencode/skills/skill-stocktake in your project.
SKILL.md names no scripts, command-line tools or credentials: Skill Inventory Stocktake 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.
Skill Inventory Stocktake is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1k tokens (SKILL.md is roughly 4k 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 Skill Inventory Stocktake: Darwin Skill Optimizer (alchaincyf/darwin-skill, 6.2k stars), Skill Creator (zhayujie/CowAgent, 47k stars), Open-Science Skill Creator (aipoch/open-science, 5.5k stars) and Skill Quality Reviewer (Galaxy-Dawn/claude-scholar, 5.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
zereight (a GitHub user) maintains it in zereight/gitlab-mcp, which has 2,033 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on October 10, 2026.
Source: zereight/gitlab-mcp on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.