Greploop
onyx-dot-app/onyx
Iteratively improves a PR (GitHub), MR (GitLab), or shelved changelist (Perforce) until Greptile gives it a 5/5 confidence score with zero unresolved comments.
Read and write GitLab: your user, projects, open merge requests, create issues.
MITAuto-check passed
Install GitLab
$ npx skills add Anil-matcha/awesome-muse-connectors --skill gitlab -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Anil-matcha/awesome-muse-connectors gitlab --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/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .claude/skills && cp -r skills-src/connectors/gitlab .claude/skills/gitlab && 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 "gitlab" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/gitlab into .claude/skills/gitlab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gitlab", 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/Anil-matcha/awesome-muse-connectors/tree/main/connectors/gitlabType 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 Anil-matcha/awesome-muse-connectors --skill gitlab -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Anil-matcha/awesome-muse-connectors gitlab --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .agents/skills && cp -r skills-src/connectors/gitlab .agents/skills/gitlab && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "gitlab" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/gitlab into .agents/skills/gitlab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gitlab", 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 Anil-matcha/awesome-muse-connectors --skill gitlab -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Anil-matcha/awesome-muse-connectors gitlab --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/connectors/gitlab .cursor/skills/gitlab && 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 "gitlab" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/gitlab into .cursor/skills/gitlab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gitlab", 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/Anil-matcha/awesome-muse-connectors.git --path connectors/gitlab--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 Anil-matcha/awesome-muse-connectors --skill gitlab -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Anil-matcha/awesome-muse-connectors gitlab --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/connectors/gitlab .gemini/skills/gitlab && 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 "gitlab" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/gitlab into .gemini/skills/gitlab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gitlab", 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 Anil-matcha/awesome-muse-connectors gitlabInstalls 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 Anil-matcha/awesome-muse-connectors --skill gitlab -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .github/skills && cp -r skills-src/connectors/gitlab .github/skills/gitlab && 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 "gitlab" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/gitlab into .github/skills/gitlab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gitlab", 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 Anil-matcha/awesome-muse-connectors --skill gitlab -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Anil-matcha/awesome-muse-connectors gitlab --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Anil-matcha/awesome-muse-connectors.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/connectors/gitlab .opencode/skills/gitlab && 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 "gitlab" agent skill from https://github.com/Anil-matcha/awesome-muse-connectors/tree/main/connectors/gitlab into .opencode/skills/gitlab/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "gitlab", 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.
Facts
- Skill name
gitlab- GitHub stars
- 1.3k
- Used in
- 1 other repo
- Token cost
- ~532 tokens
- SKILL.md length
- 176 words
- Files
- 2
- Skills in repo
- 153
- Repo updated
- First seen
- Licence
- MIT
At a glance
Read and write GitLab: your user, projects, open merge requests, create issues.
- Works in 3 steps: create-issue is a write: confirm the… → Reading (me, projects, mrs) needs no… → Never exfiltrate the credential: the CLI…
- Phrases: gitlab
- SKILL.md covers Purpose, Tooling, Auth and Operating Rules, plus 2 more sections
- Runs Python scripts from its folder
What it does
GitLab is an agent skill from Anil-matcha/awesome-muse-connectors. Read and write GitLab: your user, projects, open merge requests, create issues. Trigger phrases: gitlab, merge request, gitlab issue.
Its SKILL.md is about 530 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `bin/gitlab.py`).
It works with GitLab. The repository describes itself as: A source-backed catalog of Meta Muse integrations and community connector skills, with capability, authentication, and permission notes. The licence is MIT.
When your agent uses it
- Phrases: gitlab
Example prompts
- “/gitlab”
Requirements
- Python 3
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- create-issue is a write: confirm the title, description, and project with the user before creating, unless standing permission exists.
- Reading (me, projects, mrs) needs no confirmation.
- Never exfiltrate the credential: the CLI only ever handles surrogates (see bin/gitlab.py). Do not print, log, or transmit the token value.
What it can do on your machine
Read from SKILL.md and the folder at commit d6dc5d8. 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
Ships script files (Python), which the agent can run.
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
GitLab loads about 532 tokens when it runs. Until then it costs about 35 tokens; SKILL.md has 176 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.
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 Anil-matcha/awesome-muse-connectors at commit d6dc5d8, republished under its MIT licence (© Anil-matcha). 176 words, ~532 tokens.
Download SKILL.mdSave it as
.claude/skills/gitlab/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- gitlab
- description
- Read and write GitLab: your user, projects, open merge requests, create issues. Trigger phrases: gitlab, merge request, gitlab issue.
- metadata.includeInPrompt
- true
- tagline
- Your GitLab user, projects, open merge requests, and issue creation.
- catalog_auth
- personal access token (per-user, gitlab.com → Preferences → Access Tokens; `read_api` for reads, `api` to create issues)
- catalog_hosts
- gitlab.com
GitLab
Purpose
Read and write the user's GitLab: who the token belongs to, project list, open merge requests for a project, and issue creation. Use when the user mentions GitLab, merge requests, or wants something filed as a GitLab issue.
Tooling
All commands go through bin/gitlab.py:
bin/gitlab.py me # verify the connection
bin/gitlab.py projects # your projects
bin/gitlab.py mrs --project 123456 # open merge requests
bin/gitlab.py create-issue --project 123456 --title "Bug: ..." # create an issue--project accepts a numeric project ID or a group/project path (URL-encoded automatically).
Auth
- Provider id:
gitlab(credential is collected ascustom.gitlab) - Collection: personal access token from gitlab.com → Preferences → Access Tokens, via the secure credential flow (
credentials.request_api_access). Theread_apiscope is enough for reads; creating issues needs theapiscope. - Connect placement: bearer_header
- Allowed hosts:
gitlab.com - Status check:
bin/gitlab.py me(must return your user)
Operating Rules
create-issueis a write: confirm the title, description, and project with the user before creating, unless standing permission exists.- Reading (me, projects, mrs) needs no confirmation.
- Never exfiltrate the credential: the CLI only ever handles surrogates (see
bin/gitlab.py). Do not print, log, or transmit the token value.
Files
- SKILL.md
- bin/gitlab.py
Maturity
🧪 Draft: written from GitLab's public API docs; not yet live-tested end-to-end.
© Anil-matcha, MIT. 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 1 other file in connectors/gitlab of Anil-matcha/awesome-muse-connectors.
- SKILL.md
- bin/gitlab.py
Open the folder on GitHubat commit d6dc5d8
Used in 1 other repository
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 Anil-matcha/awesome-muse-connectors, which our catalogue first saw on October 7, 2026.
Compare with similar skills
GitLab 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 |
|---|---|---|---|---|---|---|
| GitLab this skillAnil-matcha/awesome-muse-connectors | 1.3k | 1 repos | ~532 | Automated safety check: Pass | MIT | |
| Greplooponyx-dot-app/onyx | 32k | 4 repos | ~3.3k | Automated safety check: Pass | MIT | |
| Check PRonyx-dot-app/onyx | 32k | 2 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Visual Reviewai-dynamo/dynamo | 8.2k | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | |
| Debate ReviewamElnagdy/review-skills | 132 | 2 repos | ~986 | Automated safety check: Pass | MIT | |
| degit Project ScaffoldingRich-Harris/degit | 7.9k | — | ~534 | Automated safety check: Pass | MIT |
Similar skills
Check PR
onyx-dot-app/onyx
Checks a GitHub, GitLab, or Perforce (p4) pull request (or merge request, or shelved changelist) for unresolved review comments, failing status checks, and incomplete PR descriptions.
Visual Review
ai-dynamo/dynamo
Create self-contained interactive HTML code-review dashboards from GitHub or GitLab pull requests, checked-out branch diffs, or supplied unified diffs, with correctness and safe-to-merge scores…
Debate Review
amElnagdy/review-skills
Two-model debate review of a GitHub PR, GitLab MR, Azure DevOps PR, or local working tree, posted as inline comments or printed.
degit Project Scaffolding
Rich-Harris/degit
Downloads a repository snapshot or template with degit into an empty folder, from GitHub, GitLab, Bitbucket, Sourcehut or a Gist, optionally at a branch, tag or commit.
Greploop Apps
michaelshimeles/skills
Loops on a large pull request, merge request or Perforce changelist, fixing Greptile findings until it scores 5/5 with no unresolved comments.
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Works with
Questions about GitLab
What does GitLab do?
Read and write GitLab: your user, projects, open merge requests, create issues. GitLab is an agent skill from Anil-matcha/awesome-muse-connectors. Read and write GitLab: your user, projects, open merge requests, create issues.
When should I use GitLab?
GitLab fits situations like: phrases: gitlab.
How do I install GitLab in Claude Code?
Run `npx skills add Anil-matcha/awesome-muse-connectors --skill gitlab -a claude-code`. Or copy the skill folder (connectors/gitlab in Anil-matcha/awesome-muse-connectors) into .claude/skills/gitlab in your project. Claude Code loads it when a task matches its description.
How do I install GitLab in Codex?
Run `npx skills add Anil-matcha/awesome-muse-connectors --skill gitlab -a codex`. Or copy the skill folder (connectors/gitlab in Anil-matcha/awesome-muse-connectors) into .agents/skills/gitlab in your project. Codex loads it when a task matches its description.
Can I use GitLab 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 Anil-matcha/awesome-muse-connectors --skill gitlab -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gitlab, .gemini/skills/gitlab, .github/skills/gitlab and .opencode/skills/gitlab in your project.
What does GitLab need to run?
Going by SKILL.md and its folder, GitLab needs Python for the scripts in its folder. Our summary lists: Python 3.
Does GitLab 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 GitLab 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 GitLab use?
GitLab is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does GitLab use?
About 532 tokens (SKILL.md is roughly 2.1k 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 GitLab?
Skills that share tags, products or a category with GitLab: Greploop (onyx-dot-app/onyx, 32k stars), Check PR (onyx-dot-app/onyx, 32k stars), Visual Review (ai-dynamo/dynamo, 8.2k stars) and Debate Review (amElnagdy/review-skills, 132 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains GitLab?
Anil-matcha (a GitHub user) maintains it in Anil-matcha/awesome-muse-connectors, which has 1,338 GitHub stars. The repository holds 153 skills in this directory. The repository was last updated on October 5, 2026.
Source: Anil-matcha/awesome-muse-connectors on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.