Deep interview process to transform vague ideas into detailed specs. Works for technical and non-technical users.

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

Index at Creation Time

Wiring Verification

Orchestrator-only workflow for migrating/rewriting codebases with full TDD and agent delegation

Git Commit Rules

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

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

Document codebase as-is with thoughts directory for historical context

Background Agent Pings

QLTY During Development

Agent Context Isolation

Parallel Agent Type Contracts

Validation agent that validates plan tech choices against current best practices

Reference guide for Agentica multi-agent infrastructure APIs

Idempotent Redundancy

Implement technical plans from thoughts/shared/plans with verification

Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity

Get a token-efficient overview of any project using the TLDR stack

Analyze Claude Code sessions via Braintrust