Analyzes completed task streams to identify technical debt and automatically generate follow-up issues.
The Beads Retrospective skill transforms Claude into a product intelligence agent that mines completed work for actionable insights. By scanning closed issues and work streams, it detects patterns such as recurring blockers, scope creep, and accumulated tech debt to improve future planning quality. It proactively suggests and creates new issues to address systemic gaps, ensuring that lessons learned from implementation reality are immediately integrated into the next development cycle.
Key Features
01Cross-epic intelligence to identify organizational bottlenecks
021 GitHub stars
03Automatic creation of follow-up Beads issues with priority labels
04Statistical reporting on planned versus actual work divergence
05Automated pattern detection across completed work streams
06Proactive identification and consolidation of technical debt
Use Cases
01Prioritizing technical debt cleanup during sprint planning sessions
02Identifying recurring infrastructure gaps that block development progress
03Conducting automated post-mortems after closing a project epic
