Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/imoonkey/openweb/gitlabnpx skills add imoonkey/openweb --skill gitlabgit clone --depth 1 https://github.com/imoonkey/openwebWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00000 | $0.01335 |
| Opus 5 | $0.00000 | $0.00668 |
| Sonnet 5 | $0.00000 | $0.00267 |
| Haiku 4.5 | $0.00000 | $0.00134 |
Grade A, and why
gitlab scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.
GitLab
Overview
GitLab REST API v4 — code hosting and DevOps platform (developer tools archetype).
Workflows
Explore a project's CI/CD status
searchProjects(search)→ pick project →projectIdgetProject(projectId)→ confirm project detailslistProjectPipelines(projectId)→ pipeline statuseslistProjectBranches(projectId)→ active branches
Review project issues and merge requests
searchProjects(search)→projectIdlistProjectIssues(projectId, state)→ open/closed issueslistProjectMergeRequests(projectId, state)→ open/merged MRs
File an issue and discuss
searchProjects(search)→projectIdcreateIssue(projectId, title, description)→ new issue →iidcreateComment(projectId, issueIid, body)→ add discussion →noteIdcloseIssue(projectId, issueIid)→ close when resolveddeleteComment(projectId, issueIid, noteId)→ remove a comment
Star / unstar a project
searchProjects(search)→projectIdstarProject(projectId)→ starredunstarProject(projectId)→ unstarred (reverse of starProject)
Browse group projects
searchGroups(search)→ pick group →groupIdgetGroup(groupId)→ group detailslistGroupProjects(groupId)→ projects in the group →projectIdgetProject(projectId)→ full project detail
Read a file from a repository
searchProjects(search)→projectIdlistProjectBranches(projectId)→ pick branch →refgetProjectFile(projectId, filePath, ref)→ base64 content + metadata
Operations
| Operation | Intent | Key Input | Key Output | Notes |
|---|---|---|---|---|
| searchProjects | search projects | search, order_by | id, name, path_with_namespace, star_count | entry point |
| getProject | project detail | projectId ← searchProjects | name, description, star_count, forks_count, default_branch | |
| listProjectIssues | list issues | projectId ← searchProjects, state | iid, title, state, labels | paginated |
| listProjectMergeRequests | list MRs | projectId ← searchProjects, state | iid, title, state, source_branch, target_branch | paginated |
| listProjectPipelines | list pipelines | projectId ← searchProjects | id, status, ref, sha | paginated |
| listProjectBranches | list branches | projectId ← searchProjects, search | name, merged, protected, default | paginated |
| getProjectFile | file metadata + content | projectId ← searchProjects, filePath, ref ← listProjectBranches | file_name, size, content (base64) | |
| searchUsers | search users | search or username | id, username, name, state | entry point |
| starProject | star a project | projectId ← searchProjects | star_count | write, SAFE |
| unstarProject | unstar a project | projectId ← searchProjects | star_count | write, SAFE |
| searchGroups | search groups | search | id, name, path, visibility | entry point |
| getGroup | group detail | groupId ← searchGroups | name, description, visibility, full_path | |
| listGroupProjects | group's projects | groupId ← searchGroups | id, name, path_with_namespace, star_count | paginated |
| createIssue | create issue | projectId ← searchProjects, title, description | iid, title, state, web_url | write, CAUTION |
| closeIssue | close issue | projectId ← searchProjects, issueIid ← listProjectIssues | iid, title, state | write, CAUTION |
| createComment | comment on issue | projectId, issueIid ← listProjectIssues, body | id, body, author | write, CAUTION |
| deleteComment | delete comment | projectId, issueIid, noteId ← createComment | (no content) | write, CAUTION |
What ships with it
21 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- adapters/gitlab.ts 9.9 KB runs code
- DOC.md 6.7 KB
- examples/closeIssue.example.json 294 B
- examples/createComment.example.json 325 B
- examples/createIssue.example.json 326 B
- examples/deleteComment.example.json 289 B
- examples/getGroup.example.json 204 B
- examples/getProject.example.json 210 B
- examples/listGroupProjects.example.json 236 B
- examples/listProjectBranches.example.json 242 B
- examples/listProjectIssues.example.json 267 B
- examples/listProjectMergeRequests.example.json 274 B
- examples/listProjectPipelines.example.json 243 B
- examples/searchGroups.example.json 206 B
- examples/searchProjects.example.json 240 B
- examples/searchUsers.example.json 233 B
- examples/starProject.example.json 271 B
- examples/unstarProject.example.json 273 B
- manifest.json 406 B
- openapi.yaml 31 KB
- PROGRESS.md 4.0 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 104 lines · 0 tokens per session scan A 02a1ab6abce8
gitlab is a skill published in the GitHub repository imoonkey/openweb (56 stars, last pushed 2mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,335 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
babysit-pr
Babysit a GitHub pull request after creation by continuously polling review comments, CI checks/workflow runs, and mergeability state until the PR is merged/closed or user help is required. Diagnose failures, retry likely flaky failures up to 3 times, auto-fix/push branch-related issues when appropriate, and keep…
imagegen
Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output…
cpu-profile-analysis
Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…
next-cache-components-optimizer
Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…