code-execution-with-mcp

Use when correlating Discord channel discussions with GitHub repository issues. Finds which open issues relate to recent Discord conversations by matching topics, keywords, and direct links. Works with any guild/channel and any GitHub repo.

Fetches ALL open issues from any GitHub repository using pagination and generates a comprehensive analysis including category breakdown, age distribution, stale issues (30+ days), top discussed issues, prioritization, and detailed recommendations for triage. Handles large repositories (5000+ issues) efficiently.

Use when the task involves analyzing pull requests in a GitHub repository for staleness, age distribution, or identifying PRs that need attention. Fetches all open PRs with pagination and generates comprehensive reports with actionable recommendations.

Analyzes experimental results comparing code-execution vs direct-MCP approaches for any task. Extracts performance metrics, execution logs, and workspace outputs from zip archives to generate detailed comparison reports. Use when you have a results zip file and need to compare code-execution vs direct-MCP performance, cost, and output quality for any task.

Fetches issues from any GitHub repository with recent activity and generates a prioritized report by analyzing issue state, labels, and comment counts to identify high-priority bugs, enhancements, and good first issues for contributors.