🔍 GitLab Issues Analyzer

An AI analyst for your GitLab issue tracker.
A new issue in — a structured WWWH-TR analysis, emailed out.

_{A tool by ttndevfullstack.}

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Why use it

⚡ Lightweight & fast

• No database, minimal dependencies — just fetch, analyze, send.
• Docker Compose deploy with production / development / testing environment modes.

🤖 AI-powered analysis

• Fetches the full issue context: description, comments, related issues, attachments.
• Analyzes with OpenRouter (DeepSeek) or OpenAI, reasoning mode supported.
• Every report is structured through the WWWH-TR thinking framework, not free-form text.

✅ Flexible detection

• Webhook mode reacts instantly, polling mode checks on an interval — pick per environment.
• Built-in web dashboard for manual triggers, stats, and browsing analyzed issues.

WWWH-TR Framework

• W1 — Why: Root cause and ultimate goal
• W2 — What: Problem identification and information gathering
• W3 — Who: Stakeholders and people who can help
• H — How: Feasible solutions, comparison, and trade-offs
• T — Test: Quick experiments and measurement milestones
• R — Reflect: Evaluation, conclusion, and next steps

How it works

╭─ GitLab Issues Analyzer · issue detected ──────────────────────────────╮
│ │
│ # Stage Component Output │
│ ──────────────────────────────────────────────────────────────── │
│ 1 Detect Monitor New issue event (webhook/poll) │
│ 2 Fetch GitLab API Issue + comments + related + files │
│ 3 Analyze AI Provider WWWH-TR structured analysis │
│ 4 Report Reporter Formatted email report │
│ 5 Notify SMTP Email delivered to recipient │
│ │
│ Poll every N seconds, or react instantly to webhook events. │
╰────────────────────────────────────────────────────────────────────────╯

Quick Start

Prerequisites

• Docker and Docker Compose
• GitLab Personal Access Token with api scope
• AI Provider API Key (OpenRouter or OpenAI)
• SMTP credentials for email delivery

Installation

1. Clone the repository:

   git clone <repository-url>cd gitlab-issues-analyzer

2. Create .env file:

   Copy .env.example to .env and configure:

   # GitLab Configuration
   GITLAB_URL=https://gitlab.com
   GITLAB_TOKEN=glpat-your-token-here
   GITLAB_ISSUE_SCOPE=all
   GITLAB_ISSUE_LABELS=label1,label2
   # AI Provider
   AI_PROVIDER=openrouter
   AI_API_KEY=sk-or-your-key-here
   AI_MODEL=tngtech/deepseek-r1t2-chimera:free
   AI_ENABLE_REASONING=true
   AI_MAX_TOKENS=16000
   # SMTP Configuration
   SMTP_HOST=smtp.gmail.com
   SMTP_PORT=587
   SMTP_USERNAME=your-email@gmail.com
   SMTP_PASSWORD=your-app-password
   SMTP_FROM_EMAIL=your-email@gmail.com
   SMTP_TO_EMAIL=recipient@example.com
   # Application Settings
   ENVIRONMENT=production
   ENABLE_AUTOMATION=true
   APP_MODE=poll
   POLL_INTERVAL=900
   LOG_LEVEL=INFO
   TIMEZONE=Asia/Ho_Chi_Minh
   APP_VERSION=1.0.0

3. Start the application:

   docker-compose up -d
   docker-compose logs -f

4. Access the dashboard:

   Open http://localhost:8000 in your browser.

Configuration

Environment Modes

• production (default): Full production settings, 15-minute poll interval
• development: Debug logging, shorter intervals, Flask auto-reload enabled
• testing: Processes 1 issue per poll, 1-minute interval, debug logging

Issue Start Time

Set ISSUE_START_TIME to process only issues created after a specific time:

• Format: 2026-01-05T00:00:00Z (ISO 8601) or 2026-01-05 00:00:00 (space-separated)
• Default: Current time (only new issues after startup)
• Useful for local development to avoid reprocessing existing issues

Testing Mode

Set MAX_ISSUES_PER_POLL=1 to process only one issue per polling cycle for testing.

See the Configuration Guide for the complete reference.

Documentation

Doc	Covers
Configuration Guide	Complete configuration reference
Deployment Guide	Platform-specific deployment instructions
API Integration	GitLab and AI API details
Architecture	System design and components
FAQ	Troubleshooting and common questions

Development

Running Locally

docker-compose -f docker-compose.yml -f docker-compose.dev.yml up

Code changes are automatically picked up on the next poll cycle or Flask restart.

Testing

# Run all tests
pytest tests/ -v
# With coverage
pytest tests/ --cov=src --cov-report=html

Code Quality

# Format code
black src/ main.py tests/
isort src/ main.py tests/
# Lint
flake8 src/ main.py

Rebuilding

docker-compose up -d --build

Requirements

Dependency	Required	Notes
Docker + Docker Compose	✅	Runtime and deployment
GitLab Personal Access Token (api scope)	✅	GitLab issue access
AI Provider API key (OpenRouter or OpenAI)	✅	Powers the analysis
SMTP credentials	✅	Email report delivery

License

MIT License

Contributing

Contributions are welcome! Please:

1. Fork the repository
2. Create a feature branch
3. Add tests for new features
4. Ensure all tests pass and code quality checks pass
5. Submit a pull request

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For detailed documentation, see docs/INDEX.md