analyze-gitlab

analyze-gitlab is a command for coding agents from evangelosmeklis/thufir. It costs 20 tokens per session (2,046 once invoked), scanned A, original, MIT.

A command for investigating a GitLab issue that reports a production incident, meaning a problem in a live software system. It gathers the issue details, searches related code, checks Git history, and produces a root-cause analysis.

In plain words
What is it for?
Use it with a GitLab issue number or URL when tracing production errors, checking recent changes, and documenting what caused an incident.
Why use it?
It gives an investigation a repeatable path from the reported problem to relevant code changes and likely underlying causes.

Command

Part of the thufir plugin — 4 skills, 4 commands, 3 MCP servers shipped together

Install

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.

agentmods
npx agentmods add commands/evangelosmeklis/thufir/analyze-gitlab
Clone the repo
git clone --depth 1 https://github.com/evangelosmeklis/thufir

Or install thufir, the plugin that ships this one along with the rest of its 4 skills, 4 commands, 3 MCP servers.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for analyze-gitlab

README.md
[![agentmods](https://agentmods.dev/badge/commands/evangelosmeklis/thufir/analyze-gitlab.svg)](https://agentmods.dev/commands/evangelosmeklis/thufir/analyze-gitlab)
Your own site
<a href="https://agentmods.dev/commands/evangelosmeklis/thufir/analyze-gitlab"><img src="https://agentmods.dev/badge/commands/evangelosmeklis/thufir/analyze-gitlab.svg" alt="Measured on agentmods" height="20"></a>
Per session 20 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,046 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What 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.

ModelPer sessionOnce invoked
Fable 5 $0.00020 $0.02046
Opus 5 $0.00010 $0.01023
Sonnet 5 $0.00004 $0.00409
Haiku 4.5 $0.00002 $0.00205

Measured 5d ago against content hash c11676009c04, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

analyze-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 5d 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.

commands/analyze-gitlab.md · 290 lines

How it starts

The opening of the file, as written. The whole thing — 290 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Analyze GitLab Issue Command

Purpose

Investigate a GitLab issue reporting a production problem by fetching issue details, extracting error information, searching the codebase for related code, analyzing git history, and generating a root cause analysis report.

Instructions for Claude

When this command is invoked, perform comprehensive root cause analysis for a GitLab issue:

Step 1: Gather Issue Information

If user provided issue IID (internal ID):

  1. Read settings from .claude/thufir.local.md to get default project
  2. Use gitlab MCP tool to fetch issue details:
    • Tool: gitlab_get_issue
    • Parameters: {issue_iid: <iid>}

If user provided issue URL:

  1. Parse URL to extract group, project, and issue IID
  2. Use gitlab MCP tool with parsed values

If no argument provided:

  1. Use AskUserQuestion to ask:
    • "What is the GitLab issue number (IID)?"
    • Or "What project? (leave blank for default from settings)"

Extract from issue:

  • Issue IID and title
  • Description
  • Labels (look for "production", "incident", "priority::1", "bug")
  • Created/updated timestamps
  • Comments/notes (read for additional context)
  • Assignees
  • Related merge requests mentioned
  • Milestones

Step 2: Parse Error Information

From issue description and comments, extract:

  1. Error messages:

    • Stack traces
    • Error names (e.g., "ConnectionPoolExhausted")
    • Error codes (500, 503, timeout, etc.)
  2. Reproduction details:

    • Steps to reproduce
    • Affected features or endpoints
    • User actions that trigger error
  3. Impact information:

    • When error first occurred (timestamp)
    • How many users affected
    • Frequency (one-time, intermittent, constant)
    • Geographic or segment-specific
  4. System context:

    • Service or component mentioned
    • Environment (production, staging)
    • Browser or client information

Parse patterns like:

  • "Users are getting 500 errors..."
  • "Error: ConnectionPoolExhausted at 14:32 UTC"
  • "Stack trace: ..."
  • "Approximately 15,000 users affected"

Read the full file on GitHub · 290 lines

Changes

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.

  1. 5d ago First seen · 290 lines · 20 tokens per session scan A c11676009c04

Subscribe to this mod's changes

analyze-gitlab is a command published in the GitHub repository evangelosmeklis/thufir (7 stars, last pushed 8mo ago), licensed MIT. It adds 20 tokens to every session and 2,046 once invoked, about $0.0001 per session on Opus 5. 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 2026-08-31.