The Quality Playbook is an open-source skill that turns AI coding agents into rigorous quality engineers. Point it at your code, in any language. Feed it whatever docs you have: READMEs, GitHub issues, Discord threads, AI chat history. It figures out your intent, creates a real requirements spec, and does quality engineering to find real defects.
andrewstellman/quality-playbook
Agent
Part of quality-playbook
Prompt template for the AI session driving an end-to-end QPB calibration cycle. The orchestrator AI executes Steps 1-12 from aicontext/CALIBRATIONPROTOCOL.md, spawns playbook subprocesses per benchmark, and writes the cycle audit + Lever Calibration Log entry. Designed for Claude Code sessions but will work in any…
andrewstellman/quality-playbook
Agent
Part of quality-playbook
AUTOMATION ONLY — DO NOT INVOKE FROM AN INTERACTIVE CODING SESSION. Run a complete quality engineering audit on any codebase. Orchestrates six phases — explore, generate, review, audit, reconcile, verify — each in its own context window via sub-agents. Then runs iteration strategies to find even more bugs. Finds the…
andrewstellman/quality-playbook
Agent
Part of quality-playbook
AUTOMATION ONLY — DO NOT INVOKE FROM AN INTERACTIVE CODING SESSION. Run a complete quality engineering audit on any codebase. Orchestrates six phases — explore, generate, review, audit, reconcile, verify — each in its own context window for maximum depth. Then runs iteration strategies to find even more bugs. Finds…