gitlab-ai-code-review CLAUDE.md

gitlab-ai-code-review CLAUDE.md is an instructions file for coding agents from denyherianto/gitlab-ai-code-review. It costs 918 tokens per session, scanned A, original, MIT.

Repository instructions for Niteni, a tool that reviews GitLab merge-request code changes using Google's Gemini service. They describe the TypeScript project, its commands, tests, and how review comments are posted.

In plain words
What is it for?
Developing or reviewing Niteni, running its build and tests, simulating reviews, and understanding how it creates inline comments on GitLab merge requests.
Why use it?
They explain how to build, test, lint, and simulate the tool without guessing its setup. They also provide context for changing the review pipeline safely.

Instructions file

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 instructions/denyherianto/gitlab-ai-code-review/claude-md
Clone the repo
git clone --depth 1 https://github.com/denyherianto/gitlab-ai-code-review

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 gitlab-ai-code-review CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/denyherianto/gitlab-ai-code-review/claude-md.svg)](https://agentmods.dev/instructions/denyherianto/gitlab-ai-code-review/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/denyherianto/gitlab-ai-code-review/claude-md"><img src="https://agentmods.dev/badge/instructions/denyherianto/gitlab-ai-code-review/claude-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 918 This file is loaded in full into every session.
When invoked 918 The same file — it is already loaded in full.
Security scan A 1 finding. 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 5.1 $0.00918 $0.00918
Opus 5 $0.00459 $0.00459
Sonnet 5 $0.00184 $0.00184
Haiku 4.5 $0.00092 $0.00092

Measured 5d ago against content hash 746d976c8ff6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

gitlab-ai-code-review CLAUDE.md scanned grade A with 1 finding 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.

Runs shell commandslowCapability

Expected in a hook, worth knowing in a rule or an instructions file.

**Zero external runtime dependencies** — only uses Node.js built-in modules (`https`, `child_process`, `fs`, `path`, `os`, `url`) plus TypeScript for compilation.
CLAUDE.md · 76 lines

How it starts

The opening of the file, as written. The whole thing — 76 lines — stays where its author put it; the contents beside it link to each section on GitHub.

CLAUDE.md

This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.

Project Overview

Niteni is an AI-powered code review tool for GitLab CI pipelines, powered by Google's Gemini API. The name comes from Javanese, meaning "to observe carefully." It posts inline diff comments with suggestions directly on GitLab merge requests.

Zero external runtime dependencies — only uses Node.js built-in modules (https, child_process, fs, path, os, url) plus TypeScript for compilation.

Commands

npm run build              # Compile TypeScript (tsc)
npm run dev                # Watch mode compilation
npm run lint               # ESLint on src/
npm run test               # Node built-in test runner (dist/**/*.test.js) — build first
npm run review:simulate    # Run simulation mode with mock data (needs ts-node)
npm run simulate           # Run simulation from compiled output

Tests use Node's built-in node:test and node:assert modules. Run npm run build && npm test to compile and execute tests from dist/**/*.test.js.

Architecture

src/
├── cli.ts          # CLI entry point — three modes: mr, diff, simulate
├── index.ts        # Main orchestration: runMergeRequestReview() & runDiffReview()
├── reviewer.ts     # Gemini review logic with structured JSON output
├── gitlab-api.ts   # GitLab REST API client (MR data, inline comments, cleanup)
├── config.ts       # Environment variable parsing & validation
├── simulate.ts     # Self-contained demo with ANSI-colored mock output
└── types/
    ├── index.ts    # Barrel export
    ├── config.ts   # AppConfig, GitLabConfig, GeminiConfig, ReviewConfig
    ├── gitlab.ts   # MergeRequest, DiffPosition, MergeRequestNote
    └── reviewer.ts # Severity, Finding, StructuredReviewResponse, ReviewResult, FilterOptions

Gemini Structured Output (reviewer.ts)

The Reviewer class uses the Gemini REST API with structured output (responseMimeType: "application/json" + responseSchema) to return typed StructuredReviewResponse objects directly — no regex parsing needed. The response schema enforces summary (string) and findings (array of Finding objects with severity, file, line, description, optional suggestion/rationale).

Read the full file on GitHub · 76 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 · 76 lines · 918 tokens per session scan A 746d976c8ff6

Subscribe to this mod's changes

gitlab-ai-code-review CLAUDE.md is an instructions file published in the GitHub repository denyherianto/gitlab-ai-code-review (19 stars, last pushed 6mo ago), licensed MIT. It adds 918 tokens to every session, about $0.0046 per session on Opus 5. A static security scan graded it A with 1 finding (runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.