# GitHub Discovery Strategy

## Search Approach
Search for repos and contributors working on agent frameworks and orchestration.

## Search Queries
Use GitHub search API or web search for GitHub repos matching:
- Topics: `agent-framework`, `llm-orchestration`, `tool-use`, `mcp`, `coding-agent`
- Keywords in README: "multi-agent", "orchestration", "tool calling", "agent runtime"
- Frameworks: repos extending LangChain, CrewAI, AutoGen, Semantic Kernel, or building alternatives

## What to Look For
- **Repo ownership**: People who created and maintain agent-related repos (not just starred them)
- **Commit frequency**: Active in last 3 months, consistent history
- **Code quality signals**: Thoughtful PR reviews, detailed issue discussions, well-structured code
- **Stars/forks**: 100+ stars suggests community validation, but don't over-index on this
- **Original work**: Custom frameworks > wrappers around existing tools

## What to Ignore
- Repos that are just tutorials or "awesome lists"
- Forks with no meaningful modifications
- Repos inactive for 6+ months
- Pure API wrapper projects with no architectural thinking

## Profile Building
For each candidate, capture:
- GitHub handle
- Top 3 relevant repos with descriptions
- Commit frequency (commits/week average over last 3 months)
- Notable PRs or issues (links)
- Languages used
- Any README/docs that show depth of thinking
