ctoforaday

by Gregory Block

The research debate engine for Special Circumstances: an additive blue side builds, a subtractive red side audits and owns the pass/fail gate, an engine runs the mechanics and the bench rules the final compromise. Best-of-N, the Catechism (a worth-our-time decision), and the full record preserved.

by Gregory Block

Trajectory evidence for Special Circumstances: what a session actually did, as against what it reported. Captures each seat's own transcript by path at SubagentStop, and reads it back with provenance on every row — so an inspection cites the primary record rather than a summary of it.

by Gregory Block

Core adversarial + cowork behaviour for Special Circumstances: Design-by-Contract rules-as-skills, pair programming, spec-driven development + /plan-audit, project memory, context checkpointing for compaction survival (/checkpoint + a PreCompact seal hook), proficiency skills, quality hooks, validation-loop, and environment preflight (/prosthetic-conscience:doctor).

by Gregory Block

Autonomous learning for Special Circumstances: a daily self-improvement loop, a graduation pipeline, and a continuous-learning promotion ladder — always human-gated at promotion. Requires frank-exchange-of-views.