RELEASE_NOTES.md

Agent Knowledge v0.7.2

Agent Knowledge v0.7.2 adds answer-ready knowledge pack guidance while keeping the Agent Skills-style package model.

Highlights

• Adds optional answer-ready files under answers/.
• Adds authoring guidance for Question, AnswerBlock, CitationTarget, SourceSurface, StructuredDataRecord, and AnswerMonitoringRun.
• Adds optional metadata.primaryAnswers.
• Clarifies that answer-ready records are data, not ranking instructions, black-hat GEO instructions, crawler manipulation, or external visibility guarantees.
• Clarifies that citation targets are candidates and monitoring observations are audit data.
• Updates specification, ontology-aware authoring docs, glossary, version snapshots, README, and LLM entrypoints.

Links

• Documentation: https://limecloud.github.io/agentknowledge/
• Specification: https://limecloud.github.io/agentknowledge/en/specification
• Ontology-aware packs: https://limecloud.github.io/agentknowledge/en/authoring/ontology-packs
• Operational ontology packs: https://limecloud.github.io/agentknowledge/en/authoring/operational-ontology
• Answer-ready packs: https://limecloud.github.io/agentknowledge/en/authoring/answer-engine-knowledge
• LLM context: https://limecloud.github.io/agentknowledge/llms-full.txt