day-in-the-life-copilot-lab

Automatically extract reusable patterns from coding sessions and save them as learned skills for future use.

Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.

Pattern for progressively refining context retrieval to solve the subagent context problem in multi-agent workflows.

Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction.

Universal coding standards, best practices, and patterns for C#, ASP.NET Core, and Entity Framework Core development.

Formal evaluation framework for coding sessions implementing eval-driven development (EDD) principles.

Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.

Comprehensive verification system for coding sessions. Use after completing features, before creating PRs, or after refactoring to ensure quality gates pass.

.NET testing patterns for ContosoUniversity using xUnit, Moq, and WebApplicationFactory. Covers unit tests, integration tests, test infrastructure, mocking, and naming conventions.

Invoke BEFORE complex reasoning, library doc lookups, cross-session memory, or multi-agent coordination to discover available MCP tools.

.NET testing patterns for ContosoUniversity using xUnit, Moq, and WebApplicationFactory. Covers unit tests, integration tests, test infrastructure, mocking, and naming conventions.