iara-reviewer 1.3.1

AI-powered code reviewer using OpenRouter LLMs

Iara - AI Code Reviewer 🧜‍♀️

🇧🇷 Leia em Português

Iara is an automated, project-agnostic, configurable code review tool designed to run in CI/CD pipelines or locally via CLI. It uses the OpenRouter API to access multiple LLM models (Llama 3, Gemini 2.0, etc.) for free or on paid plans.

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🚀 Features

• Agnostic: Configure your project context (Tech Stack, Rules) via JSON.
• Multi-Model: Support for multiple providers via OpenRouter.
• Smart Fallback: Automatically tries free models if the preferred one fails.
• Rules-Based (Static): Identifies dangerous patterns instantly without spending tokens (e.g., GetComponent in loops in Unity).
• LLM-Based (Intelligent): Uses AI to understand logic, security, and context, going beyond syntax.
• GitHub + GitLab: Native integration with both platforms, with automatic comments on PRs/MRs.
• Multi-Language Reviews: Configure the output language — reviews can be written in English, Portuguese, Spanish, French, and more.

🧠 Capabilities

Iara combines different types of analysis for a complete review:

Type	What does it do?	Does Iara cover it?	How?
Static Analysis	Finds bugs by reading code (fast).	✅ Yes	Via Extensions (Regex) and LLM.
Linting	Fixes style and formatting.	✅ Yes	LLM can suggest Clean Code.
SAST	Finds security flaws in code.	✅ Yes	Primary focus on vulnerability detection.
Dynamic Analysis	Finds bugs by running the app (slow).	❌ No	Focus on fast CI/CD (Code Review).

What does it detect?

1. Unity / Game Dev:

   • Use of slow APIs (Find, GetComponent) in critical loops (Update).
   • Excessive memory allocation (Garbage Collection).
   • Excess logging (Debug.Log) in final builds.

2. Security (General):

   • Hardcoded credentials (Passwords, API Keys).
   • Injection vulnerabilities (SQL, Command).
   • Missing input validation.

3. Code Quality:

   • Complex or confusing logic.
   • Exception handling errors.
   • Refactoring suggestions for readability.

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📦 Installation and Setup

1. Install

pip install iara-reviewer

2. Configure (Interactive Setup)

iara init

The wizard will guide you through 4 steps:

• API Key — Asks for your OpenRouter key (free at openrouter.ai/keys), validates and saves it
• Language — Choose the review output language (en, pt-br, es, fr, etc.)
• Project — Name, tech stack, description
• Preferences — Focus areas (Security, Performance, etc.)

Done! The API key is saved at ~/.iara/config.json and project config at .iara.json.

3. Use

git diff main | iara

Check authentication

iara auth status

Alternative setup (without wizard)

If you prefer to configure manually:

# Linux/Mac
export OPENROUTER_API_KEY="sk-or-..."

# Windows (PowerShell)
$env:OPENROUTER_API_KEY="sk-or-..."

API key resolution priority: environment variable > global config (~/.iara/config.json).

From source (Development)

git clone https://github.com/felipefernandes/iara.git
cd iara
pip install -e .

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⚙️ Project Configuration

iara init automatically creates .iara.json. You can also create it manually:

{
  "project": {
    "name": "My Project",
    "description": "Project description.",
    "tech_stack": ["Python"]
  },
  "review": {
    "focus_areas": ["Performance", "Security"],
    "ignore_patterns": []
  },
  "model": {
    "preferred": "google/gemini-2.0-flash-exp:free",
    "fallback_enabled": true
  },
  "language": "en"
}

The language field controls the review output language. Supported values: en, pt-br, es, fr, de, ja, zh, ko, ru, or any language the LLM understands.

You can also override via environment variable:

export IARA_LANGUAGE="pt-br"

A ready-to-use example is available at iara-example.json.

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🏃 How to Use

Via Pipe (Git Diff)

git diff main | iara

Via Environment Variable

export PR_DIFF=$(git diff main)
iara

Scan Mode (Static Analysis)

iara --scan ./path/to/project

Forcing a Model

export IARA_MODEL="meta-llama/llama-3.2-3b-instruct:free"
git diff | iara

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🐙 GitHub Integration

Add Iara to your GitHub repository in 2 steps:

1. Configure the secret

Go to Settings > Secrets and variables > Actions > New repository secret and add:

• Name: OPENROUTER_API_KEY
• Value: your OpenRouter API key

2. Create the workflow

Create the file .github/workflows/iara-review.yml:

name: Iara Code Review

on:
  pull_request:
    types: [opened, synchronize]

permissions:
  pull-requests: write
  contents: read

jobs:
  review:
    runs-on: ubuntu-latest
    name: AI Code Review
    steps:
      - name: Checkout
        uses: actions/checkout@v4

      - name: Run Iara Code Review
        uses: felipefernandes/iara@main
        with:
          openrouter_api_key: ${{ secrets.OPENROUTER_API_KEY }}
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

Iara will automatically:

• Review the Pull Request diff
• Post a comment with the review result

Additional options

- uses: felipefernandes/iara@main
  with:
    openrouter_api_key: ${{ secrets.OPENROUTER_API_KEY }}
    model: "google/gemini-2.0-flash-exp:free" # Force model
    config_path: ".iara.json" # Config path
    post_comment: "true" # Post comment (default: true)
    language: "pt-br" # Review language

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🦊 GitLab Integration

1. Configure variables

Go to Settings > CI/CD > Variables and add:

• OPENROUTER_API_KEY: OpenRouter API key
• GITLAB_TOKEN: Personal/Project Access Token with api scope (required for MR comments)

2. Add to .gitlab-ci.yml

stages:
  - review

iara_code_review:
  stage: review
  image: python:3.11-slim
  script:
    - apt-get update && apt-get install -y --no-install-recommends git curl
    - pip install iara-reviewer
    - git fetch origin $CI_MERGE_REQUEST_TARGET_BRANCH_NAME
    - export PR_DIFF=$(git diff origin/$CI_MERGE_REQUEST_TARGET_BRANCH_NAME...$CI_COMMIT_SHA)
    - REVIEW=$(iara 2>/tmp/iara_stderr.txt) || true
    - echo "$REVIEW"
    - |
      if [ -n "$REVIEW" ] && [ -n "$GITLAB_TOKEN" ]; then
        PAYLOAD=$(python3 -c "
      import sys, json
      review = '''$REVIEW'''
      body = '## 🧜‍♀️ Iara Code Review\n\n' + review + '\n\n---\n*Reviewed by Iara - AI Code Reviewer*'
      print(json.dumps({'body': body}))
      ")
        curl -s -X POST \
          -H "PRIVATE-TOKEN: $GITLAB_TOKEN" \
          -H "Content-Type: application/json" \
          -d "$PAYLOAD" \
          "${CI_API_V4_URL}/projects/${CI_PROJECT_ID}/merge_requests/${CI_MERGE_REQUEST_IID}/notes"
      fi
  allow_failure: true
  rules:
    - if: $CI_PIPELINE_SOURCE == "merge_request_event"

Iara will automatically:

• Review the Merge Request diff
• Post a comment with the review result on the MR

A complete template is available at gitlab-ci.yml.

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🔧 Any CI (Jenkins, CircleCI, etc.)

pip install iara-reviewer
export OPENROUTER_API_KEY="sk-or-..."
git diff main...HEAD | iara

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🧪 Tests

python -m unittest discover tests

📜 License

MIT