Open
Description
📰 Weekly ABI Updates Newsletter Automation
🎯 Objective
Create an automated weekly newsletter that summarizes all changes and updates made to the ABI project using git diff analysis and LLM-powered content generation.
📋 Description
We want to implement a weekly automation that will:
- Analyze the git history for the past week using
git diff
and related commands - Use an LLM agent to process the changes and generate a human-readable newsletter
- Automatically distribute this newsletter to stakeholders
This will help keep the team and stakeholders informed about project progress, changes, and developments without manual effort.
✅ Acceptance Criteria
Core Functionality
- Weekly automated execution (configurable day/time)
- Git analysis that captures:
- Commits from the past week
- File changes (additions, modifications, deletions)
- Lines of code changes
- Contributors and their contributions
- LLM integration that generates:
- Summary of major changes
- List of new features
- Bug fixes and improvements
- Breaking changes (if any)
- Notable code refactoring
- Newsletter output in markdown format
- Error handling and fallback mechanisms
Distribution
- Automated posting to designated channel (Slack/Discord/Email)
- Archive of previous newsletters
- Option to manually trigger newsletter generation
🔧 Technical Considerations
Git Analysis
- Use
git log --since="1 week ago"
for commit history - Use
git diff --stat
for file change statistics - Parse commit messages for conventional commit patterns
- Identify merge commits and major releases
LLM Integration
- Choose appropriate LLM provider (OpenAI, Anthropic, local model)
- Design prompts for consistent newsletter format
- Implement token management and cost optimization
- Add content moderation and quality checks
Infrastructure
- GitHub Actions or similar CI/CD platform
- Secure API key management
- Configurable schedule (cron jobs)
- Logging and monitoring
📊 Expected Output Format
The newsletter should include sections like:
- Week Overview - High-level summary
- New Features - User-facing additions
- Bug Fixes - Issues resolved
- Technical Improvements - Code quality, performance, refactoring
- Breaking Changes - API/interface changes
- Contributors - Team member highlights
- Metrics - Lines changed, files modified, commits
🚀 Implementation Phases
Phase 1: Git Analysis Engine
- Implement git history parsing
- Create change categorization logic
- Build basic reporting structure
Phase 2: LLM Integration
- Set up LLM API integration
- Design and test prompts
- Implement content generation pipeline
Phase 3: Automation & Distribution
- Set up scheduled execution
- Implement distribution mechanisms
- Add monitoring and alerting
Phase 4: Enhancement & Polish
- Improve newsletter formatting
- Add customization options
- Implement feedback mechanisms
💡 Nice to Have Features
- Integration with issue tracker for closed issues
- Pull request analysis and highlights
- Code quality metrics trends
- Performance impact analysis
- Dependencies update tracking
- Security vulnerability assessments
- Custom newsletter templates
- Multi-language support
- Interactive web dashboard
🏷️ Labels
enhancement
automation
documentation
ai/ml
devops
📅 Timeline
Estimated effort: 1 day
Priority: Medium
Target completion:
Metadata
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Type
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Status
🔖 Ready