Skip to content

cpuchip/scripture-book

Repository files navigation

Beyond the Prompt: Discovering the Laws of Organized Intelligence

A book studying the gospel with AI — and examining how the patterns of gospel creation, stewardship, and refinement turn out to be the same patterns that make human–AI collaboration work.

Status (2026-06-04): Complete third-draft manuscript in final polish — a ~122-page 6×9 PDF plus EPUB/HTML, built from Markdown. The condensation pass and the engineering-parallel accuracy audit are done. Not yet published; the remaining work is the author's own read-through and KDP pre-publish prep (cover, trim/bleed/spine, ISBN, audiobook front matter).


What the book is about

As AI changes the landscape of human creation, the bottleneck of software engineering has moved from execution to judgment, intent, and communication. The industry has names for some of this — prompt engineering, context engineering, and now spec- and harness-engineering — but those disciplines cover only a few of the steps a real act of creation requires.

The book's claim is that the rest of those steps were named long ago. Reading the scriptural accounts of creation, covenant, stewardship, and refinement — the eleven-step creation cycle of Moses and Abraham, the bilateral stewardship covenant — yields a working blueprint for collaborating with intelligence that is not your own. It is a software-development guide and a personal gospel study at the same time, and it argues the two are the same study seen from two sides.

How it's organized — two doors, one house

The book opens with a front porch: a practice-forward Part One (How) that opens into a doctrine-forward Part Two (Why). The two parts use deliberately different formats, and one should not be collapsed into the other.

Part One — the practices (How). Ten field-tested practices plus a coda, each told as story → the principle it taught → today's implementation → a "Try This" → a "Remember" box, with a cross-reference down into the doctrine beneath it.

  1. Talk, Don't Command
  2. Council Before You Build
  3. Set the Bounds, Then Let Go
  4. Pack the Context, Waste Nothing
  5. Make It Portable
  6. Let It Carry What You Can't
  7. Assume It Will Lie to You
  8. Ask What's in the Way
  9. When You Hit a Wall, Build the Door
  • Coda — Go Touch Some Grass (hinges Part One into Part Two on Mosiah 4:27)

Part Two — the pattern underneath (Why). A walk through the eleven-step creation cycle in the Modular Study Format: each chapter opens with a Binding Question and an Anchor Passage, works through The Core Reframe and The Engineering Parallel, and closes with a first-person Becoming Commitment. Opened by The Eleven-Step Creation Cycle reference.

  • Chapter 0 — The Substance of Reality (intelligence & truth)
  • Chapter 1 — The Value Shift (the bottleneck moves to judgment)
  • Chapter 2 — The Four Disciplines (prompt, context, intent, spec — and the harness around them)
  • Chapter 3 — Spiritual Before Temporal (the spec before the code)
  • Chapter 4 — Watched Until They Obey (the feedback loop)
  • Chapter 5 — Intelligence Cleaveth Unto Intelligence (context & quality)
  • Chapter 6 — Bilateral Covenant (alignment as mutual commitment)
  • Chapter 7 — Delegation as Stewardship (agent scopes & escalation)
  • Chapter 8 — The Mechanics of Refinement (law, capacity, and the developer who is refined)
  • Chapter 9 — Hope and the Veil (the geometry of hope)
  • Chapter 10 — Softening What I Cannot Soften (yielding)
  • Chapter 11 — The Seventh Time (Sabbath as cessation)
  • Chapter 12 — From Consecration to Zion (multi-agent alignment)
  • Epilogue — The Silent Loop
  • Afterword — How I Got Here
  • Glossary of Fused Terms · Recommended Study

Building the book

The manuscript is authored in Markdown (src/chapters/) and compiled to three formats. The chapter order and print specs live in book.yaml.

Format Purpose
Print-ready PDF Amazon KDP paperback — 6×9 trim, mirrored margins, gutter, target typography (via Typst)
EPUB Digital reading + Google Play Books auto-narrated audiobook
HTML Quick on-screen proofing

One command wraps the pipeline (PowerShell):

./build.ps1            # full build: HTML + EPUB + PDF
./build.ps1 -Quick     # HTML + EPUB only (~3s, no Docker) — fast iteration
./build.ps1 -Pdf       # PDF only
  • HTML + EPUB are generated by python scripts/build.py.
  • The PDF is rendered through a multi-stage Docker build into Typst (so it needs Docker Desktop; -Quick skips it).
  • Artifacts land in dist/ (manuscript.pdf, manuscript.html, beyond_the_prompt.epub). dist/ is gitignored.

Repository layout

Path Contents
src/chapters/ The manuscript — one Markdown file per chapter/practice
src/template.typ, src/style.css Typst print template and HTML/EPUB styling
scripts/ build.py (HTML/EPUB) and build_typst.py (PDF generation)
book.yaml Title, author, KDP print specs, and the canonical chapter order
.mind/ Project memory — current state, identity, principles, decisions
.spec/ Plans and session journals (e.g. the third-draft condensation plan)
.scratch/ Per-chapter provenance audits — verified quotes checked against canon
.draft/ Working drafts and editorial-pass history

How it was made

This book is itself a worked example of its own thesis: it was written in a human–AI collaboration under a bilateral covenant, with the human owning intent, voice, and final judgment, and AI agents doing research, drafting, cross-referencing, and verification within that intent.

That puts a hard discipline on the text: every scripture and prophetic quotation is verified character-for-character against canonical source files before it is committed, and each chapter carries a provenance audit in .scratch/. A 2026-05-26 audit caught a fabricated citation in the audit trail (the manuscript was correct) and reversed the flow — research → verified provenance → manuscript → re-audit — so the gate runs before a claim reaches the page, not after.

License

See LICENSE.

About

A book of my collated scripture studies and how the Gospel of Jesus Christ applies to working with AI

Resources

Stars

Watchers

Forks

Releases

Packages

Contributors

Languages