Comprehensive testing workflow - unit tests β₯ integration tests β E2E tests
Background Agent Pings
Token-efficient code analysis via 5-layer stack (AST, Call Graph, CFG, DFG, PDG). 95% token savings.
Unified math capabilities - computation, solving, and explanation. I route to the right tool.
Meta-skill workflow orchestrator for bug investigation and resolution. Routes to debug, implement, test, and commit based on scope.
Comprehensive code review workflow - parallel specialized reviews β synthesis
Friendly onboarding when users ask about capabilities
Explicit Identity Across Boundaries
Completion Check: Verify Infrastructure Is Wired
Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity
Modular Code Organization
Deep interview process to transform vague ideas into detailed specs. Works for technical and non-technical users.
Analyze Claude Code sessions via Braintrust
Async REPL Protocol
Store a learning, pattern, or decision in the memory system for future recall
Create git commits with user approval and no Claude attribution
Search Tool Hierarchy
QLTY During Development
Query the memory system for relevant learnings from past sessions
Implement technical plans from thoughts/shared/plans with verification