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Ultra goal technique

technique

1 creator use or recommend it

1 recommend
Last discussed Jul 26, 2026

A Codex workflow method using three structured markdown files — goal.md (success criteria with verifiable tests), plan.md (implementation details and tech choices), and worklog.md (running log of progress) — to run long autonomous coding sessions.

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Codex Different focus
OpenAI's AI coding system

Jason says Ultra goal technique helps Codex write better goals for itself than you could write alone.

J
1 creator
JL
Jason Liu

"I built out a plan.md file, a goal.md file, and a worklog. This is part of the skills library — it's just called ultra goal. The goal is the success criteria. A goal would be: at some point I want you to be able to paste in a YouTube URL..."

Better than writing goals yourself — Codex generates better goal specifications when you describe the success criteria and ask it to set its own goal

What creators say

JL
Jason Liu
recommends
Used for: Running long autonomous Codex coding sessions (hours) with verifiable success criteria and self-directed progress Praised: Goal.md can be edited mid-session to expand scope; verifiable goals prevent t... vs: Better than writing goals yourself — Codex generates better goal specificatio...

"I built out a plan.md file, a goal.md file, and a worklog. This is part of the skills library — it's just called ultra goal. The goal is the success criteria. A goal would be: at some point I want you to be able to paste in a YouTube URL and actua..."

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