AI-assisted builder working on evidence-grounded development, human/AI decision boundaries, reconstructable execution, and small practical systems.
- Ultimate Loop — canonical development method for necessity testing, implementation selection, reality validation, replacement, and continuity.
- RTS Evolution — next-generation RTS reconstruction; canonicalization in progress.
- RIGHT ARM — personal operating layer for evidence-first prioritization and decision preparation.
- WebAI Bridge — current AI package/distribution product line with public and private-core boundaries.
- Limit Development — public index and development record.
Original RTS
-> WITNESS necessity tests
-> surviving principles
-> RTS Evolution
-> Ultimate Loop
Original RTS is frozen / development ended. It is preserved as historical implementation and evidence, not described here as the active evolving core.
- Ultimate Loop: https://github.com/nobutakayamauchi/Ultimate-Loop
- RTS Evolution: https://github.com/nobutakayamauchi/RTS-Evolution
- RIGHT ARM: https://github.com/nobutakayamauchi/right-arm
- WebAI Bridge: https://github.com/nobutakayamauchi/WebAI-Bridge
- Limit Development: https://github.com/nobutakayamauchi/limit-development
- Original RTS history/evidence: https://github.com/nobutakayamauchi/RTS
AI can accelerate research, implementation, comparison, and preparation. Claims, evidence, deployment state, and externally consequential decisions should remain reconstructable and human-governed.