Generate comprehensive PR descriptions following repository templates

TDD workflow for migrations - orchestrate agents, zero main context growth

Never Use TaskOutput

Create or update continuity ledger for state preservation across clears

Analyze brownfield codebase and create initial continuity ledger

Unit-aware computation with Pint - convert units, dimensional analysis, unit arithmetic

Hook Development Rules

System health check (MOT) for skills, agents, hooks, and memory

Friendly onboarding when users ask about capabilities

Formal theorem proving with research, testing, and verification phases

Interactive workspace discovery - learn what tools, workflows, agents, and hooks are available

Explicit Identity Across Boundaries

Problem-solving strategies for compactness in topology

QLTY During Development

Guide for integrating Agentica SDK with Claude Code CLI proxy

Problem-solving strategies for lebesgue measure in measure theory

Problem-solving strategies for gradient methods in optimization

Full 5-layer analysis of a specific function. Use when debugging or deeply understanding code.

Problem-solving strategies for vector spaces in linear algebra

Problem-solving strategies for sigma algebras in measure theory