Open Source Project Digest

Automated summaries of changes to any open source repository using Claude Code. Generate weekly, monthly, or custom-frequency digests with AI-powered analysis.

Features

• Flexible Scheduling — Generate digests weekly, monthly, or on any custom schedule
• Multi-Project Support — Configure multiple repositories with different focus areas
• AI-Powered Analysis — Uses Claude Code multi-agent architecture for intelligent commit categorization
• Customizable Focus Areas — Define paths, keywords, and priority rules per project

How It Works

A GitHub Action runs on your configured schedule using a multi-agent architecture:

1. digest — Fetches commits for the specified time range and coordinates analysis
2. analyze-commit — Sub-agents that analyze individual commits in parallel

The system generates prioritized digests highlighting changes relevant to your defined focus areas.

Project Structure

.claude/
├── agents/
│   ├── digest.md            # Orchestrator agent
│   └── analyze-commit.md    # Commit analyzer sub-agent
├── projects/
│   └── <project>.md         # Project-specific configuration
└── skills/
    └── download-artifacts/  # Skill for downloading digest artifacts
        └── SKILL.md
scripts/
└── download-artifacts.sh    # Download artifacts from GitHub Actions
digests/                     # Generated digest files

Configuration

Project settings are defined in .claude/projects/<project>.md:

• Repository — GitHub repository path (e.g., owner/repo)
• Focus areas — Paths and components to prioritize
• Keywords — Terms to highlight in analysis
• Priority rules — How to categorize and rank changes
• Digest template — Output format customization

Adding New Projects

1. Create a config file in .claude/projects/<project>.md
2. Define repository path, focus areas, and template
3. Create a workflow that invokes the digest agent with:
   • Config path (first line)
   • Number of days (second line) - e.g., 1 for daily, 7 for weekly
4. Configure the cron schedule for your desired frequency

Examples

See the xla_digest_examples/ directory for sample digest outputs from the OpenXLA/XLA repository. These examples demonstrate:

• Weekly digest format and structure
• Commit categorization by focus areas (GPU, HLO, PJRT, SPMD)
• Priority-based change highlighting
• AI-generated summaries and insights

Downloading Artifacts

Generated digests are uploaded as GitHub Actions artifacts. Use the included script to download them:

# Most recent Triton daily digest
./scripts/download-artifacts.sh -a digest triton-daily-digest.yml

# 3 most recent XLA daily digests
./scripts/download-artifacts.sh -n 3 -a digest xla-daily-digest.yml

# Triton weekly digest
./scripts/download-artifacts.sh -a weekly-digest triton-weekly-digest.yml

# Most recent LLVM daily digest (AMD/AMDGPU/ROCm focus)
./scripts/download-artifacts.sh -a llvm-digest llvm-daily-digest.yml

# Most recent LLVM weekly digest
./scripts/download-artifacts.sh -a llvm-digest-weekly llvm-weekly-digest.yml

Run ./scripts/download-artifacts.sh -h for full usage and available workflows.

If using Claude Code, invoke /download-artifacts to download artifacts interactively.

Manual Trigger

Workflows can be triggered manually via Actions tab:

• Daily digests: Run the corresponding daily workflow
• Weekly digests: Run the corresponding weekly workflow

License

MIT