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Handbook

Welcome to the AI Loadout handbook. This is the complete guide to the Knowledge OS kernel — dispatch table, matching engine, hierarchical resolver, agent runtime contract, and CLI.

AI Loadout is the kernel of the Knowledge OS stack — a context-aware knowledge router for AI agents. Instead of dumping entire instruction files into context every session, you keep a tiny dispatch table (always loaded) and route to topic-specific payloads on demand.

Think of it like a game loadout — you equip the agent with exactly the knowledge it needs before each mission.

The library provides:

  • A dispatch table format (LoadoutIndex) for structuring knowledge
  • A keyword + pattern matcher for routing tasks to payloads
  • A hierarchical resolver for merging indexes across layers (global → org → project → session)
  • An agent runtime contract (planLoad) — the canonical way agents consume loadouts
  • An observability layer — usage tracking, dead entry detection, budget analysis
  • A CLI for resolving, explaining, and analyzing loadouts
  • A frontmatter spec for embedding routing metadata in payload files

Zero dependencies. Pure TypeScript. Works anywhere Node 20+ runs.

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