ralph
ralph (Ouroboros) — Specification-First AI Development
Stop prompting. Start specifying.
"The beginning is the end, and the end is the beginning." The serpent doesn't repeat — it evolves.
When to use this skill
- Before writing any code — expose hidden assumptions with Socratic interviewing
- Long-running tasks that need autonomous iteration until verified
- Vague requirements — crystallize them into an immutable spec (Ambiguity ≤ 0.2)
- Tasks requiring guaranteed completion — loop until verification passes
- When stuck — 5 lateral thinking personas break through stagnation
- Drift detection — measure how far execution has deviated from original spec
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