gitlab SKILL.md skillA

gitlab from dreadnode/capabilities is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add dreadnode/capabilities/gitlab@git:20260728.e04a3ae

Pins git:20260728.e04a3ae in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
dreadnode/capabilities
Path
capabilities/gitlab/skills/gitlab/SKILL.md
Versions recorded
1
Latest version
git:20260728.e04a3ae, committed Jul 28, 2026
Size
4,316 bytes
Repository stars
22
License
MIT

Use when the user wants to connect to GitLab — search or read issues / MRs / projects, create or update issues and MRs, inspect pipelines, or set up GitLab auth. The connector — not security tradecraft.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# GitLab

Connector for GitLab (gitlab.com or self-managed) via the community
`@zereight/mcp-gitlab` server. The agent sees the tool surface (89 tools read-only,
161 with writes) once it loads — this skill covers auth, the real read-only switch,
and the idioms. Security triage methodology — dedup, severity, SLA, owner
inference — is deliberately out of scope; pair this with whichever triage
capability your workflow uses.

## Auth

Two server options, and the tradeoff is surface vs. provenance — not tier.
**Default: the community PAT server**, which is GA and exposes by far the broader
surface. GitLab's own OAuth MCP (path B) is first-party and token-free but still
beta and much narrower. It moved from Premium to **Free in GitLab 19.2**, so it's
a real option on any tier when you'd rather not mint a PAT or take a dependency on
a community package.

### A. Community server + PAT (default)

1. Generate a PAT:
   - gitlab.com: <https://gitlab.com/-/user_settings/personal_access_tokens>
   - self-managed: `<your-gitlab>/-/user_settings/personal_access_tokens`
2. Scopes: **read-only** `read_api` (+ `read_repository` for code, `read_registry`
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add dreadnode/capabilities/gitlab@sha256:61324518f7ad2231

The line at the top of this page pins the label git:20260728.e04a3ae, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_zzujpr7legqii653.svg)](https://markdownregistry.com/a/art_zzujpr7legqii653)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jul 28, 2026.

versioncommittedcommitsizeaudit
git:20260728.e04a3ae latest2026-07-28 e04a3ae 4,316 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4316 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

dreadnode/capabilities · 22 stars · license MIT · pushed 2026-11-02 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zzujpr7legqii653
GET https://markdownregistry.com/api/v1/resolve?ref=dreadnode/capabilities/gitlab
GET https://markdownregistry.com/api/v1/blob/61324518f7ad2231ef0d7217b4c5c55f13dc35ba5226c07545f75c16b8670795

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from dreadnode/capabilities

AGENTS.md AGENTS.md file
dreadnode/capabilities · AGENTS.md
git:20261016.ba11ee9 · audit A · 22 stars
CLAUDE.md CLAUDE.md file
dreadnode/capabilities · CLAUDE.md
git:20260504.2a64374 · audit B · 22 stars
analytics-interpretation SKILL.md skill
dreadnode/capabilities · capabilities/ai-red-teaming/skills/analytics-interpretation/SKILL.md · Guide for reading and interpreting AIRT analytics output including ASR, risk scores, severity, and compliance metrics
git:20260922.9ca478a · audit A · 22 stars
attack-selection-guide SKILL.md skill
dreadnode/capabilities · capabilities/ai-red-teaming/skills/attack-selection-guide/SKILL.md · Decision tree for selecting AIRT attacks based on goals, target type, and constraints
git:20260716.236a798 · audit A · 22 stars
auth-setup-guide SKILL.md skill
dreadnode/capabilities · capabilities/ai-red-teaming/skills/auth-setup-guide/SKILL.md · Guide the user through authenticating the target, attacker, and judge models from their own environment (any cloud, any…
git:20260708.b5ee7d3 · audit A · 22 stars
compliance-mapping SKILL.md skill
dreadnode/capabilities · capabilities/ai-red-teaming/skills/compliance-mapping/SKILL.md · Maps AIRT attacks, transforms, and scorers to OWASP LLM Top 10, OWASP ASI (ASI01-ASI10), MITRE ATLAS, NIST AI RMF, and…
git:20261021.39fded1 · audit A · 22 stars
error-troubleshooting SKILL.md skill
dreadnode/capabilities · capabilities/ai-red-teaming/skills/error-troubleshooting/SKILL.md · Diagnose and fix common errors in AIRT attack generation, execution, and results collection
git:20260911.2fc80d2 · audit A · 22 stars
provisioning-and-lifecycle SKILL.md skill
dreadnode/capabilities · capabilities/ai-red-teaming/skills/provisioning-and-lifecycle/SKILL.md · Provision a hosted target, pick the right endpoint per target type, tear down to stop billing, and interpret transient…
git:20260909.172e429 · audit A · 22 stars
scorer-reference SKILL.md skill
dreadnode/capabilities · capabilities/ai-red-teaming/skills/scorer-reference/SKILL.md · Catalog of AIRT scorers - 146 user-selectable (+ agentic *_detected scorers auto-wired per OWASP-ASI category)…
git:20261021.39fded1 · audit A · 22 stars
trace-analysis-advisor SKILL.md skill
dreadnode/capabilities · capabilities/ai-red-teaming/skills/trace-analysis-advisor/SKILL.md · Analyzes historical attack traces to provide intelligent recommendations for attack selection, transform effectiveness…
git:20260504.959acbc · audit A · 22 stars
transform-reference SKILL.md skill
dreadnode/capabilities · capabilities/ai-red-teaming/skills/transform-reference/SKILL.md · Catalog of AIRT transforms - 429 text transforms (596 incl. multimodal/variants); documents the core set with exact…
git:20261021.39fded1 · audit A · 22 stars
whitebox-local-surrogate SKILL.md skill
dreadnode/capabilities · capabilities/ai-red-teaming/skills/whitebox-local-surrogate/SKILL.md · How to run white-box (gradient/embedding/activation) attacks, which need a local open-weight surrogate model the user…
git:20261021.30680ec · audit A · 22 stars

Every file in dreadnode/capabilities

Other files named gitlab

gitlab SKILL.md skill
zapier/connectors · apps/gitlab/SKILL.md · Agent-callable GitLab tools — manage issues and merge requests, review diffs, commit files, run pipelines, and search…
git:20260814.5f8c742 · audit A · 184 stars
gitlab SKILL.md skill
openhands/extensions · skills/gitlab/SKILL.md · Interact with GitLab repositories, merge requests, and APIs using the GITLAB_TOKEN environment variable. Use when…
git:20261004.8b05933 · audit A · 179 stars
gitlab SKILL.md skill
agentbull/ankole · app/library/agent-plugins/gitlab/skills/gitlab/SKILL.md · Find and use gitlab operations through Ankole connections.
git:20261104.43718bf · audit A · 175 stars
gitlab SKILL.md skill
acedatacloud/skills · skills/gitlab/SKILL.md · GitLab issues, merge requests, repositories, CI pipelines, and code search via the glab CLI. Use when the user mentions…
v1.0 · audit A · 17 stars
gitlab SKILL.md skill
apideck-libraries/api-skills · providers/claude/plugin/skills/gitlab/SKILL.md · GitLab integration via Apideck's Issue Tracking unified API — same methods work across every connector in Issue…
v1.0.0 · audit A · 5 stars

Browse by kind, by grade A, or by owner.