Jeff Scott Ward jeffscottward

Off Book (waveformeng/off-book) code review, 2026-10-15

off-book-review.pdf: the full report (18 pages) for commit 51e2172: grades, findings, council decisions, dependency / data-flow / XState diagrams, benchmark and edge-case results, UVR stem comparison.
conftest.py, test_performance.py, test_quality.py, test_edge_cases.py, offbook_capped.py: the pytest suite used for the benchmarks and edge cases. It needs the downloaded models and your own audio stems (set the OFFBOOK_* environment variables listed in conftest.py). It writes timings, counts and scores only, never token text.

Sample song: B.A. Johnston, https://youtu.be/RQJZbM-hBfY. No audio, stems or transcripts are included.

AI Harness Analysis — Report Index

Generated: 2026-02-22 | Tool: Claude Code (Opus 4.6) | Total: 10,765 lines across 6 reports

Overview

This directory contains a comprehensive comparative analysis of 4 AI coding harness projects, produced according to the master prompt. The goal: build the canonical feature set for an AI harness focused on scalable agent-team execution, orchestration quality, code quality governance, and operational maturity.

Error in user YAML: (<unknown>): mapping values are not allowed in this context at line 2 column 50

---
name: voice-notify
description: ALWAYS end responses with <!-- VOICE: brief summary --> for audio notification. A Stop hook reads this and speaks it aloud. Use "quiet voice" to mute, "voice on" to unmute.
---

Voice Notify

ALWAYS end every response with a voice summary marker:

[Project Name]

Every time you choose to apply a rule(s), explicitly state the rule(s) in the output. You can abbreviate the rule description to a single word or phrase.

Project Context

[Brief description ]

[more description]
[more description]
[more description]

	<!doctype html>
	<html lang="en">
	<head>
	<meta charset="utf-8" />
	<meta name="viewport" content="width=device-width, initial-scale=1" />
	<title>pi-web agnosticity report for PR #36</title>
	<style>
	:root { color-scheme: light dark; --bg:#0f172a; --panel:#111827; --text:#e5e7eb; --muted:#94a3b8; --accent:#7dd3fc; --border:#334155; }
	body { margin:0; font-family:-apple-system,BlinkMacSystemFont,"Segoe UI",sans-serif; background:var(--bg); color:var(--text); line-height:1.58; }
	main { max-width:1060px; margin:0 auto; padding:48px 24px 80px; }

	#!/bin/bash

	# =============================================================================
	# Mac Development Setup for Claude Code
	# =============================================================================
	# This script installs everything you need to start using Claude Code on a Mac.
	# Just copy and paste this entire script into Terminal and press Enter!
	#
	# What gets installed:
	# - Homebrew (Mac package manager)

	/** @jsxRuntime classic */
	/** @jsx jsx */
	import React, { useEffect, useState } from 'react'
	import { FileDrop } from 'react-file-drop'
	import { jsx, Field, Flex, Button, Label, Box } from 'theme-ui'
	import { pinFilesToIPFS } from '../utils/pinFilesToIPFS'

	type MintFormProps = {}

	let formData

	const Picture = ({ name, path = "images/", bp = [] }) => {
	let viewports = {};
	let sizes = ["1x", "2x", "3x"];
	let fileExtensions = {
	svg: "svg+xml",
	webp: "webp",
	png: "png",
	jpg: "jpeg",
	gif: "gif"
	};

	import React from 'react'

	const DynamicGrid = ({ xy, squareSize, data }) => {
	console.log(data);
	const rowCells = xy * 2 + 1
	let rowFlag = true
	let rowEnd = '20'
	let gutter = '1'
	let insertSpacesAtIndex = []
	let dataCopy = [...data]