Run automated tests to validate plugin integrity
Analyze brownfield codebase and create initial continuity ledger
Generate comprehensive PR descriptions following repository templates
Migration workflow - research β analyze β plan β implement β review
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
Hook Development Rules
Release preparation workflow - security audit β E2E tests β review β changelog β docs
Planning agent that creates implementation plans and handoffs from conversation context
Search past reasoning for relevant decisions and approaches
TDD workflow for migrations - orchestrate agents, zero main context growth
Formal theorem proving with research, testing, and verification phases
Subject's own words - tweets, blogs, forums, chat logs
Show full session token usage, costs, TLDR savings, and hook activity