Research agent for external documentation, best practices, and library APIs via MCP tools
Git Commit Rules
>
Reference guide for Agentica multi-agent infrastructure APIs
Comprehensive testing workflow - unit tests β₯ integration tests β E2E tests
Analyze brownfield codebase and create initial continuity ledger
Generate comprehensive PR descriptions following repository templates
Document codebase as-is with thoughts directory for historical context
Agentic Workflow Pattern
Choose the right search tool for each query type
Parallel Agent Orchestration
QLTY During Development
Agent Context Isolation
Orchestrator-only workflow for migrating/rewriting codebases with full TDD and agent delegation
Explicit Identity Across Boundaries
Store a learning, pattern, or decision in the memory system for future recall
Release preparation workflow - security audit β E2E tests β review β changelog β docs
Goal-based workflow orchestration - routes tasks to specialist agents based on user goals
TDD workflow for migrations - orchestrate agents, zero main context growth
Fast codebase search via WarpGrep (20x faster than grep)