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How to go from spec to working code.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| name | implementation-approach |
| description | How to go from spec to working code. |
tasks/review/{task}/builder-notes.md: what you built, any deviations, any concerns.tasks/building/ to tasks/review/.tasks/research/, wait for the briefbuilder-notes.md exists and is honest about deviations and concernsprojects/{project-name}/Complete reference for the factory CLI — all commands, arguments, options, and usage. Use when an agent needs to invoke factory commands, check correct syntax, or understand available options.
When and how to write a human-action-needed entry to memory/{agent}/needs.md. Agents write these entries when they hit blockers that only a human can resolve.
When you encounter a failure, correction, or new pattern, write a learning and optionally propose a skill.
How the factory workspace is organized and what each directory means.
What to examine during a reflection pass and how to write observations to memory/{agent}/needs.md.
When and how to write scenario holdouts for factory verification.