Language-agnostic AI knowledge registry for Technical Project Management, PRDs, PRD review, Software Architecture planning, Task breakdown, Estimation, Risk assessment, Status reporting, Backlog prioritization, Sprint planning, Retrospectives, and Agile ticket generation. Uses Markdown + Front-matter architecture.
95
96%
Does it follow best practices?
Impact
95%
1.02xAverage score across 10 eval scenarios
Passed
No known issues
A team needs help with a planning task in this area:
Plans a sprint by selecting tickets from a prioritized backlog based on team capacity and historical velocity — start from top stop at ≤80% capacity, define a single sprint goal that all selected tickets support, use theoretical_capacity × 0.6 when no history or use the most recent sprint for declining trends, produce a table with Rank Ticket Estimate Confidence Notes, and use the capacity heuristics section when data is unavailable.
The team has asked for a concise planning artifact that a reviewer can inspect without needing to observe the agent's process.
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