Skill Claude CodeCodex
French culinary preparation discipline applied to risky software operations — stage materials, state, and observers before execution so you never scramble mid-flight.
Skill Claude CodeCodex
French culinary preparation discipline applied to risky software operations — stage materials, state, and observers before execution so you never scramble mid-flight.
Skill Claude CodeCodex
Apply Toyota Production System poka-yoke — design APIs, configs, and workflows so wrong actions are structurally impossible, not merely detected.
Skill Claude CodeCodex
Analyze graph structure, centrality, bottlenecks, dependency risk, critical nodes, and blast radius.
Skill Claude CodeCodex
Reason about how the act of observing a system perturbs it — Heisenbugs, probe effect, log-induced timing changes, debugger-only behavior.
Skill Claude CodeCodex
Use observe-orient-decide-act loops for fast adaptive work under uncertainty.
Skill Claude CodeCodex
Design controlled drills that test assumptions about failure handling, observability, rollback, and recovery.
Skill Claude CodeCodex
Real options theory and Bezos's one-way-vs-two-way doors — value the right to decide later as a first-class asset, separate from the decision itself.
Skill Claude CodeCodex
Reason about partial orders, joins, meets, and monotonicity to design type lattices, CRDTs, version compatibility, permission models, and dataflow analyses.
Skill Claude CodeCodex
Apply endurance pacing — lactate threshold, glycogen budget, negative split, fueling — to sustainable engineering rate, sprint cadence, and avoiding mid-quarter exhaustion.
Skill Claude CodeCodex
Apply training periodization — macrocycle/mesocycle/microcycle, taper, supercompensation, polarized training — to release cadence, planned slack, and post-launch recovery.
Skill Claude CodeCodex
Apply pharmacology — dose-response, therapeutic window, half-life, titration, interactions — to system parameter changes, rollouts, and tuning.
Skill Claude CodeCodex
Converting perishable to stable forms — the discipline of snapshots, immutable archives, frozen schemas, and pinned versions, with awareness of what is lost in preservation.