andrewstellman/quality-playbook
Plugin Claude Code
Find the bugs that AI code review misses. Quality Playbook derives behavioral requirements from your code and docs, then drives review against them.
andrewstellman/quality-playbook
Instructions file CodexOpenCode
Instructions for andrewstellman/quality-playbook, covering quality playbook — agent guide, what this repo is, key files, where logs go (v1.5.7+ centralized layout) and installing the skill.
andrewstellman/quality-playbook
Skill Claude CodeCodex
Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests, runs a three-pass code review with regression tests, executes a multi-model spec audit (Council of Three), and produces a consolidated bug report with TDD-verified patches.…
andrewstellman/quality-playbook
Skill Claude CodeCodex
A skill plus Python orchestrator that helps a small business reconcile expense receipts against their bookkeeping ledger. Used by bin/tests/testclassifyproject.py as a known-Hybrid target for the v1.5.3 project-type classifier: SKILL.md at fixture root AND substantial code under bin/.
andrewstellman/quality-playbook
Skill Claude CodeCodex
A pure-prose AI skill that helps teams prepare for and run daily standup meetings. This SKILL.md fixture is used by bin/tests/testclassifyproject.py as a known-Skill target for the v1.5.3 project-type classifier: SKILL.md at fixture root, no substantial code, prose word count substantially exceeds code line count.
andrewstellman/quality-playbook
Plugin Claude Code
Orchestrate Quality Playbook runs across multiple repos from one Claude Code session. The harness skill drives a disk-backed state machine via in-session ScheduleWakeup polling: each tick dispatches QPB worker subagents (Task tool), tails their heartbeats, advances the state machine, prints a status table, and…
andrewstellman/quality-playbook
Skill Claude CodeCodex
Orchestrate Quality Playbook (or any) runs across multiple repos from one agent session. Drives a disk-backed state machine one idempotent tick at a time — each tick the tick script reads workers' heartbeats, advances the state machine, and lists which workers to dispatch; the orchestrator launches them, prints the…
andrewstellman/quality-playbook
Plugin Claude Code
AI code review catches structural issues — null derefs, leaks, races — about 65% of real defects. The other 35% are intent violations: bugs only catchable when you know what the code is supposed to do. Quality Playbook derives behavioral requirements from your codebase AND your docs (specs, issues, chat history), then.
andrewstellman/quality-playbook
Agent
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
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
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…
andrewstellman/quality-playbook
Skill Claude CodeCodex
Replace with description of the skill and when Claude should use it.
Instructions file CodexOpenCode
Instructions for andrewstellman/octobatch, covering agents.md, setup, virtual environment, activate the existing venv (do this first!) and build & test.
Instructions file
Instructions for andrewstellman/octobatch, a project described as: Batch orchestration tool for large-scale LLM processing. Treats batch processing as a data pipeline with TUI monitoring, Monte Carlo simulation support, and AI-assisted pipeline development.