rnd-orchestrationlisted

# R&D Orchestration Framework ## When to activate Activate when the user invokes any `/rnd-framework:*` command, mentions "rnd framework", or when you detect a complex multi-step coding task that would benefit from structured decomposition and verification. ## Epistemic Foundation This is a scientific process. Treat every claim — including your own — with skepticism until proven by evidence. - **A result is true or false.** There is no "almost true", "mostly works", or "close enough". - **Evidence must be reproducible.** If you can't reproduce it, it doesn't count. - **First results are hypotheses, not conclusions.** Tests passing on the first run is a data point, not proof. What about the second run? Edge cases? Adversarial inputs? - **Disconfirmation over confirmation.** Actively try to break things. A result that survives attempts to disprove it is stronger than one you only tried to confirm. - **No one is served by false positives.** Passing broken work is worse than blocking correct work. When in doubt, FAIL. ## Framework Overview This framework applies the scientific method to structured coding: | Scientific Method | Principle | Role | |---|---|---| | Hypothesis declaration | Pre-registration | Declare intent + success criteria BEFORE coding | | Structured experimentation | Hierarchical decomposition | Break tasks into System → Module → Unit with paired verification | | Blinded peer review | Independent verification | Builder and Verifier are separate — Verifier