Improve workflows for habits 4-7 with GitHub link extraction and MCP evaluation focus#11
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Improve workflows for habits 4-7 with GitHub link extraction and MCP evaluation focus#11
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Co-authored-by: jaganraajan <59519229+jaganraajan@users.noreply.github.com>
…d validation Co-authored-by: jaganraajan <59519229+jaganraajan@users.noreply.github.com>
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[WIP] Improve Workflows for Habits 4, 5, 6, and 7
Improve workflows for habits 4-7 with GitHub link extraction and MCP evaluation focus
Sep 4, 2025
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This PR addresses the requirements to improve workflows for habits 4, 5, 6, and 7 by implementing three key enhancements:
🔗 Actual GitHub Links in Generated Reports
Previously, workflows generated reports with generic references but didn't include actual GitHub URLs from MCP tool outputs. This PR introduces a new
framework/github_utils.pymodule that:⚡ Minimized Tool Usage with Clear Separation
The original workflow had unclear boundaries between data collection and summarization. This PR restructures each workflow with distinct phases:
This clear separation ensures each step handles minimal tools and has a single focused responsibility.
🎯 MCP Evaluation Framework Focus for Habit 4
Habit 4 now specifically targets actionable issues and work related to building evaluation frameworks for MCP that help AI optimize software for companies:
📁 Individual Workflow Separation
The monolithic
habit4567_summaryworkflow has been split into focused individual workflows:habit4-win-win: MCP evaluation framework and collaborative developmenthabit5-understand: Understanding-first communication and review analysishabit6-synergize: Multi-tool integration and synergistic collaborationhabit7-sharpen: Learning opportunities and skill developmentEach workflow maintains domain-specific search strategies and generates targeted reports with actual GitHub links extracted from MCP responses.
🔧 Additional Improvements
framework/prompt_manager.pyto handle missing Langfuse configuration gracefullyhabit4567-summaryto coordinate individual workflowsThe improved workflows now generate actionable reports with real GitHub repository links, clear separation of concerns, and specific focus on MCP evaluation opportunities for AI optimization.
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