Ooda Adaptive Context

Four-phase AI pipeline with logged Orient step: observe raw context, orient (filter/prioritize with inspectable log), decide approach, act. Use when debugging why context was ignored. Scope boundary: human OODA → `ooda-lean-loop`.

CatCorner22 Updated

File contents

OODA adaptive context (AI pipeline)

#11 · Domain: Combat aviation (Boyd) · Category: architecture · Difficulty: 🔴 High

Core principle

Orient is explicit filtering — inspectable, not collapsed into embedding lookup.

AI problem addressed

Observe+orient merged; no log of what was discarded.

Implementation

  1. Observe: gather all context
  2. Orient: filter by task; LOG kept/discarded + why
  3. Decide: select method
  4. Act: generate Debug 'ignored file' → read orient log.

Boundaries

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

CatCorner22/Cursor_Skills/tree/main/skills/ai-transfer/ooda-adaptive-context commit 61b96aef35

Frequently asked questions

npx skillmds@latest add catcorner22/ooda-adaptive-context