NlightNFotis

NlightNFotis/skills

Skill Claude Code

French culinary preparation discipline applied to risky software operations — stage materials, state, and observers before execution so you never scramble mid-flight.

NlightNFotis/skills

Skill Claude Code

Apply Toyota Production System poka-yoke — design APIs, configs, and workflows so wrong actions are structurally impossible, not merely detected.

NlightNFotis/skills

Skill Claude Code

Analyze graph structure, centrality, bottlenecks, dependency risk, critical nodes, and blast radius.

NlightNFotis/skills

Skill Claude Code

Reason about how the act of observing a system perturbs it — Heisenbugs, probe effect, log-induced timing changes, debugger-only behavior.

NlightNFotis/skills

Skill Claude Code

Use observe-orient-decide-act loops for fast adaptive work under uncertainty.

NlightNFotis/skills

Skill Claude Code

Design controlled drills that test assumptions about failure handling, observability, rollback, and recovery.

NlightNFotis/skills

Skill Claude Code

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.

NlightNFotis/skills

Skill Claude Code

Reason about partial orders, joins, meets, and monotonicity to design type lattices, CRDTs, version compatibility, permission models, and dataflow analyses.

NlightNFotis/skills

Skill Claude Code

Apply endurance pacing — lactate threshold, glycogen budget, negative split, fueling — to sustainable engineering rate, sprint cadence, and avoiding mid-quarter exhaustion.

NlightNFotis/skills

Skill Claude Code

Apply training periodization — macrocycle/mesocycle/microcycle, taper, supercompensation, polarized training — to release cadence, planned slack, and post-launch recovery.

NlightNFotis/skills

Skill Claude Code

Apply pharmacology — dose-response, therapeutic window, half-life, titration, interactions — to system parameter changes, rollouts, and tuning.

NlightNFotis/skills

Skill Claude Code

Converting perishable to stable forms — the discipline of snapshots, immutable archives, frozen schemas, and pinned versions, with awareness of what is lost in preservation.

NlightNFotis/skills

Skill Claude Code

Structured debugging methodology based on Popperian falsificationism. Use when stuck on a bug, facing a confusing failure, or when initial debugging attempts haven't worked.

NlightNFotis/skills

Skill Claude Code

Apply Markowitz mean-variance portfolio theory to technical bets — diversify across uncorrelated risks rather than stacking many bets of the same kind.

NlightNFotis/skills

Skill Claude Code

Create operational checklists for risky changes, launches, migrations, and incident prevention.

NlightNFotis/skills

Skill Claude Code

Gary Klein's prospective hindsight — imagine the project has already failed and work backwards to identify the causes, before committing.

NlightNFotis/skills

Skill Claude Code

Apply strength-training principles — SAID, dose-response, supercompensation, accommodation, GAS — to capacity, load testing, chaos engineering, and adaptive resilience.

NlightNFotis/skills

Skill Claude Code

Apply mathematical proof techniques — induction, contradiction, contrapositive, cases, construction — to argue about loop invariants, recursion termination, exhaustiveness, and edge cases.

NlightNFotis/skills

Skill Claude Code

Apply chemical kinetics — rate laws, activation energy, catalysis, equilibrium, Le Chatelier — to systemic adoption, throughput, and process flow.

NlightNFotis/skills

Skill Claude Code

Real-time triage during execution failures — chef's instincts for which broken dishes can be saved, which must be abandoned, and which adjustments make things worse.

NlightNFotis/skills

Skill Claude Code

Apply special-relativistic intuitions and Lamport's logical-time framework to reason about causality, ordering, and consistency in distributed systems.

NlightNFotis/skills

Skill Claude Code

Design systems to degrade gracefully, recover, absorb shocks, and maintain safety under stress.

NlightNFotis/skills

Skill Claude Code

Disciplined understanding of opaque systems through black/gray/white-box analysis, behavioral characterization, golden references, and differential analysis — separating observed behavior from inferred contract.

NlightNFotis/skills

Skill Claude Code

Apply art-conservation discipline — minimum intervention, reversibility, distinguishing original from accreted material, documenting before changing — to refactors, migrations, schema changes, and any edit to code you do not fully understand.