Sterile Cockpit Context

Phase-gated context: takeoff (parse inputs only), cruise (full history), landing (validation rules only). Strip distraction during critical phases. Use for high-stakes generation steps. Scope boundary: human prioritization → `ooda-lean-loop`.

CatCorner22 Updated

File contents

Sterile cockpit context gating

#5 · Domain: Aviation · Category: quality-control · Difficulty: 🟡 Medium

Core principle

Below 10,000 feet — flight ops only. No idle chatter at critical moments.

AI problem addressed

Irrelevant context dilutes focus during parse/validate phases.

Implementation

| Phase | Active context | | Takeoff (parse) | Input variables + explicit constraints only | | Cruise (generate) | Accumulated history allowed | | Landing (validate) | Validation rules + quality checks only | Restore full context between phases as needed.

Boundaries

  • Prototype as prompt scaffold (🟢) before full pipeline middleware (🟡/🔴)
  • Category router: ai-transfer-quality-control
  • Catalog: ai-transfer-ecosystem-primer
  • Runtime plugin id: sterile_cockpit

CatCorner22/Cursor_Skills/tree/main/skills/ai-transfer/sterile-cockpit-context commit 72ceb4e5a8

Frequently asked questions

npx skillmds@latest add catcorner22/sterile-cockpit-context