Autonomous flow metrics analyst that investigates process health, forecasts delivery, and interprets data using Vacanti's framework. Use when asked "why are things slow?", "are we on track?", "what should we focus on?", or any question about flow, predictability, or delivery timing.
Use this agent when the user reports errors, bugs, problems, failures, or needs to debug/fix something. This agent autonomously performs root cause analysis using the five whys methodology before allowing solution attempts. Examples.
Reviews findings through a panel of 14 domain experts, auto-selected by content. Debates conflicts and reaches consensus. Used by code review fix loops and plan review commands.
Use this agent when autonomous testing of REST or GraphQL APIs is needed to validate endpoints, error handling, authentication, and response schemas. Examples.
Use this agent when autonomous browser-based testing of web applications is needed to find functional bugs, visual issues, accessibility problems, or performance bottlenecks. Examples.
Use this agent when autonomous testing of command-line tools and scripts is needed to validate functionality, error handling, and output correctness. Examples.