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/architect: Reduce Fable tokens by 80%, Fable orchestrates/reviews, Codex builds

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Why This Matters

The new architecture combining Claude Fable and GPT-5.5 Codex streamlines AI development workflows by enabling automated design, research, and building processes without API tokens or additional costs. This approach enhances efficiency and scalability for AI projects, making advanced AI orchestration more accessible to developers and organizations.

Key Takeaways

Claude Fable is the architect — it designs every slice, freezes the acceptance gates, and judges the results. GPT-5.5 Codex is the builder and researcher — it does all the engineering and all the web research, in parallel, unattended, for hours. Two Claude Code skills that run this cross-vendor loop on the flat-rate subscriptions you already have — no API keys, no token bills.

Install (30 seconds)

git clone https://github.com/DanMcInerney/architect-loop cd architect-loop && ./install.sh # Windows: .\install.ps1 npm i -g @openai/codex@latest # the builder (Codex CLI >= 0.133)

./install.sh --project installs to the current repo only instead of globally. You need Claude Code on any paid plan and the Codex CLI signed into a ChatGPT plan.

Use (two commands)

/architect # the build loop /architect-research <what you're considering> # the research loop

/architect runs one work block: judge the last run, spec the next slice, dispatch builders. /architect-research is for when you're still deciding what to build — its cited report feeds the build loop's PRD.

One short Fable session per work block — judgment only, it never writes code:

Spec + gates first. Fable specs a one-PR slice, splits it into 1–4 lanes with provably disjoint file sets, and commits the acceptance gates to docs/gates/ before any builder starts. Gates are read-only; a builder edit to a gate file fails the slice automatically.

Fable specs a one-PR slice, splits it into 1–4 lanes with provably disjoint file sets, and commits the acceptance gates to before any builder starts. Gates are read-only; a builder edit to a gate file fails the slice automatically. Parallel isolated builders. One fresh codex exec (xhigh) per lane, each in its own git worktree. Builders must argue with the spec before building (silent compliance = defect), build only their declared files, and report raw results — they physically can't commit (the sandbox protects .git ).

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