knowie

Reconstruct a knowledge base from git as an encoder-decoder — a bidirectional structure pass over the whole history, parallel causal-masked sub-agents that recover each slice's why, a merge, then rumination against git until it converges

Dispatch a discussion or idea into the knowledge base — split by perspective, sort by maturity

Cross-check the knowledge base for coherence and alignment, detect rot, and tidy — proposing, never committing on its own

Human-initiated — consolidate a ripe draft out into the long-term tier (the symmetric OUT to capture's IN)

Plan the next step as a brief grounded in vision, principles, and experience — then carry it into the spec

Create the knowledge base through layered, low-pressure conversation