Agent Knowledge v0.7.2

Agent Knowledge v0.7.2 adds answer-ready knowledge pack guidance for AI search, answer engines, retrieval systems, and agent clients. It keeps the same directory-as-package model and preserves the boundary that knowledge is data, not executable behavior or ranking manipulation instructions.

Highlights

• Adds Answer-ready knowledge packs.
• Adds optional answers/ files for questions, answer blocks, citation targets, source surfaces, structured data records, and monitoring runs.
• Adds optional metadata.primaryAnswers.
• Clarifies that citation targets are candidates, not proof that an external answer engine has cited a pack.
• Clarifies that monitoring observations are audit data, not causality claims.
• Updates the latest specification, ontology-aware guidance, glossary, README, release notes, and LLM entrypoints.

Compatibility

v0.7.2 is backward compatible with v0.7.1. Existing knowledge packs do not need an answers/ directory. Clients that do not support answer-ready loading can ignore optional files under answers/.