OpenAI Advanced Pack

Read2 min

Chapters

  1. Included Starter Layout
    01
  2. How To Adopt It
    02
  3. SOP Library
    03
  4. Design Principles
    04

OpenAI Advanced Pack

This folder packages the more opinionated repository shape described in OpenAI's "Harness engineering: leveraging Codex in an agent-first world" article into copy-ready starter files.

Use this pack when the minimal harness is no longer enough and your repository now needs:

  • a short routing-style AGENTS.md
  • durable system-of-record docs inside the repo
  • active and completed execution plans
  • explicit product, reliability, security, and frontend policy files
  • quality scoring by product domain and architectural layer
  • model-friendly reference material folders
  • standard operating procedures for architecture, knowledge capture, and runtime validation

Included Starter Layout

The starter pack under repo-template/ mirrors the structure below:

text
AGENTS.mdARCHITECTURE.mddocs/├── design-docs/│   ├── index.md│   └── core-beliefs.md├── exec-plans/│   ├── active/│   ├── completed/│   └── tech-debt-tracker.md├── generated/│   └── db-schema.md├── product-specs/│   ├── index.md│   └── new-user-onboarding.md├── references/│   ├── design-system-reference-llms.txt│   ├── nixpacks-llms.txt│   └── uv-llms.txt├── DESIGN.md├── FRONTEND.md├── PLANS.md├── PRODUCT_SENSE.md├── QUALITY_SCORE.md├── RELIABILITY.md└── SECURITY.md

How To Adopt It

  1. Start from the minimal pack if your repo is still small.
  2. Copy the files in repo-template/ into your own repository once you need stronger structure.
  3. Keep AGENTS.md short. Treat it as a router into the deeper docs, not as an encyclopedia.
  4. Update the quality, reliability, and plan docs as part of normal work, not as a separate cleanup day.
  5. Keep generated artifacts and external references explicit so agents can find them without relying on chat history.

SOP Library

The sops/ folder turns the article's diagrams into step-by-step operating procedures:

  • layered domain architecture setup
  • encode unseen knowledge into the repository
  • local observability stack and feedback-loop workflow
  • Chrome DevTools validation loop for UI work

Design Principles

  • Short entrypoint, deeper linked docs
  • Repository as system of record
  • Mechanical checks beat remembered rules
  • Plans and quality history live beside the code
  • Cleanup and simplification are first-class responsibilities

This pack is intentionally opinionated, but it should still be adapted to your project rather than copied blindly.


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