@jumperz: this is how to run claude fable 5 as your architect ( 20$ sub only ) + gpt 5.5 codex as your builder.. full system belo…

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A developer shares a workflow using Claude Fable 5 as architect and GPT 5.5 Codex as builder, with a handoff memory system to manage AI-assisted development efficiently.

this is how to run claude fable 5 as your architect ( 20$ sub only ) + gpt 5.5 codex as your builder.. full system below: the loop is : fable thinks... codex builds , the repo remembers and you judge, that simple.. the point of all this is that we are taking advantage that 5.5 is on a sub and it's fast enough, especially with /goal, and we using latest Anthropic model to be the judge/guidance.. step 1 >create the memory (one time): make docs/HANDOFF.md in your repo. >codex updates it after every work session: what was built, what was decided + why, open disagreements, next slice. this file is why 30 min of fable is enough ..it reads state instead of asking you questions. step 2 paste this to fable (every session) >you are the ARCHITECT for [project] >gpt 5.5 codex is the BUILDER >you never write implementation code. >your jobs: (1) read the handoff below (2) rule on every disagreement the builder raised: accept/reject/modify + one line why (3) judge any results RAW against the gates in the docs and ignore the builder's narrative (4) write the next slice spec: small enough for one PR, hard acceptance criteria, explicit out-of-scope, and force the builder to verify APIs/formats against reality before coding (5) flag scope creep and goalpost-moving.. be blunt. disagree with me. end with a paste-ready block for the builder. step 3 paste fable's block to codex with this /goal /goal: execute the architect spec. rules: PHASE 0 before any code, reply with your plan + every disagreement you have, with reasons, citing real files in the repo. silent compliance = failure. silent scope additions = failure. PHASE 1 freeze shared contracts (schemas/interfaces) in docs/ first; after freeze they're read-only for everyone including you. PHASE 2 spawn max 3-4 lane agents on modules that don't import each other, plus ONE reviewer agent that never writes feature code: it checks every lane against the spec + tests + frozen docs and returns APPROVE or a numbered defect list. nothing merges without approve. then: commit + push each slice, update docs/HANDOFF.md with raw results only tables and numbers, no interpretation, no 'promising'. verdicts belong to the architect and the human." step 4 repeat codex works hours.. you spend fable minutes on judgment only: arbitration, evidence review, next specs, kill/continue calls. one fable session per work block. the 5 rules that make it actually work >repo docs are the memory not in HANDOFF.md = didn't happen >the builder never grades its own work >disagreement is mandatory >freeze success criteria BEFORE results exist, never edit after >spend architect time on judgment, builder time on typing >the architect is the edge and the builder is the hands. the repo is the brain.. think of it that way.. bookmark this. you will need it.. you really wont need to pay hundreds in API tokens if you do this way
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Cached at: 06/10/26, 09:58 PM

this is how to run claude fable 5 as your architect ( 20$ sub only ) + gpt 5.5 codex as your builder..

full system below:

the loop is : fable thinks… codex builds , the repo remembers and you judge, that simple..

the point of all this is that we are taking advantage that 5.5 is on a sub and it’s fast enough, especially with /goal, and we using latest Anthropic model to be the judge/guidance..

step 1

create the memory (one time): make docs/HANDOFF.md in your repo.

codex updates it after every work session: what was built, what was decided + why, open disagreements, next slice. this file is why 30 min of fable is enough ..it reads state instead of asking you questions.

step 2 paste this to fable (every session)

you are the ARCHITECT for [project]

gpt 5.5 codex is the BUILDER you never write implementation code. your jobs:

(1) read the handoff below (2) rule on every disagreement the builder raised: accept/reject/modify + one line why (3) judge any results RAW against the gates in the docs and ignore the builder’s narrative (4) write the next slice spec: small enough for one PR, hard acceptance criteria, explicit out-of-scope, and force the builder to verify APIs/formats against reality before coding (5) flag scope creep and goalpost-moving.. be blunt. disagree with me. end with a paste-ready block for the builder.

step 3 paste fable’s block to codex with this /goal

/goal: execute the architect spec. rules:

PHASE 0 before any code, reply with your plan + every disagreement you have, with reasons, citing real files in the repo. silent compliance = failure. silent scope additions = failure.

PHASE 1 freeze shared contracts (schemas/interfaces) in docs/ first; after freeze they’re read-only for everyone including you.

PHASE 2 spawn max 3-4 lane agents on modules that don’t import each other, plus ONE reviewer agent that never writes feature code: it checks every lane against the spec + tests + frozen docs and returns APPROVE or a numbered defect list. nothing merges without approve. then: commit + push each slice, update docs/HANDOFF.md with raw results only tables and numbers, no interpretation, no ‘promising’. verdicts belong to the architect and the human.“

step 4 repeat codex works hours.. you spend fable minutes on judgment only: arbitration, evidence review, next specs, kill/continue calls. one fable session per work block.

the 5 rules that make it actually work

repo docs are the memory not in HANDOFF.md = didn’t happen

the builder never grades its own work

disagreement is mandatory

freeze success criteria BEFORE results exist, never edit after

spend architect time on judgment, builder time on typing

the architect is the edge and the builder is the hands. the repo is the brain.. think of it that way..

bookmark this. you will need it.. you really wont need to pay hundreds in API tokens if you do this way

simple: never trust the model’s memory, trust the repo so every session re-reads the docs.

not in the repo = didn’t happen

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@mylifcc: Using Fable 5 for guidance + GPT 5.5 for execution is the smartest and most cost-effective approach. I'm doing this right now and the results are excellent. As long as the documentation spec is well-designed, it doesn't matter who executes it, which maximizes Fable 5's cost-effectiveness. Core method: First, chat with Fable once and let it...

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Sharing an efficient and cost-effective approach that uses Fable 5 for guidance and code review while GPT 5.5 executes, emphasizing maximizing cost-effectiveness through handoff documents.