5 projects
antemortem
Model-agnostic CLI for the Antemortem pre-implementation reconnaissance discipline — scaffold, run (Anthropic / OpenAI / Gemini / OpenAI-compatible), optionally critique via a 2-pass adversarial review, and lint antemortem documents with disk-verified file:line citations. Four-level decision gate for CI.
omegaprompt
Provider-neutral prompt calibration engine with sensitivity-ranked meta-axes, hard-gate x soft-score fitness, walk-forward ship gates, guarded/expedition profiles, and explicit capability/risk reporting across Anthropic, OpenAI, Gemini, and local OpenAI-compatible backends. Optional sub-tools (mini-omega-lock, mini-antemortem-cli) distribute separately and plug in via the omegaprompt.preflight interface.
omega-lock
Sensitivity-driven coordinate descent calibration framework (stress → top-K unlock → grid → walk-forward)
mini-antemortem-cli
Analytical preflight for omegaprompt calibration: deterministic classifier over seven calibration trap patterns (self-agreement bias, small-sample KC-4 power, variant homogeneity, rubric concentration, judge budget, empty reference, missing held-out slice). Emits AnalyticalFinding records the omegaprompt pipeline consumes via derive_adaptation_plan.
mini-omega-lock
Empirical preflight probes for omegaprompt calibration: judge consistency, endpoint schema reliability, context-budget margin, latency, noise floor. Emits PreflightReport records the omegaprompt pipeline consumes via derive_adaptation_plan.
