instincts

To view learned project instincts with confidence scores, you need a dashboard that reads the project.yaml file and organizes the discovered patterns by domain for review. This process renders the instinct data into a readable dashboard, providing a concise summary of confidence scores and domain grouping to guide your pattern review and evolution planning.

The best way to group project insights by domain for evolution planning is to use a read-only dashboard that parses instinct configurations and renders them with a ready-to-evolve indicator. This approach organizes your project insights by domain and surfaces high-confidence patterns, yielding an actionable summary to guide improvement efforts and future work.

You cannot review pattern discovery results if the project.yaml file is missing, but the dashboard handles missing instinct files robustly. The pattern discovery tool operates by reading the configuration under the .atv/instincts directory, and it safely manages missing files without breaking the read-only review workflow.

Yes, the instincts dashboard supports quick filtering to surface project patterns ready for evolution. By displaying learned instincts with individual confidence scores and domain grouping, the dashboard allows engineers to quickly filter and identify specific patterns that are ready to evolve for future work.

You identify evolution opportunities from domain grouping data by rendering a read-only dashboard that displays learned instincts organized by domain with individual confidence scores. This dashboard provides pattern visibility and a concise, actionable summary to guide improvement efforts and identify which project insights are ready to evolve.