# Agent Knowledge

> Agent Knowledge is a portable standard for agent-readable knowledge packs. It defines how curated source-grounded knowledge is described, discovered, compiled, selected, cited, evaluated, maintained, and loaded by AI clients without turning the knowledge pack into a tool or a skill.

Use this file as the concise navigation index for LLMs. Use `llms-full.txt` when a single prompt needs the current core documentation in one markdown file.

## Full context

- [llms-full.txt](https://limecloud.github.io/agentknowledge/llms-full.txt): Concatenated current English documentation with source URLs.

## Primary docs

- [What is Agent Knowledge?](https://limecloud.github.io/agentknowledge/en/what-is-agent-knowledge): Conceptual entry point and scope.
- [Specification](https://limecloud.github.io/agentknowledge/en/specification): Latest portable Agent Knowledge specification.
- [Knowledge vs Skills](https://limecloud.github.io/agentknowledge/en/agent-knowledge-vs-skills): Boundary between knowledge packs and skills.
- [Quickstart](https://limecloud.github.io/agentknowledge/en/authoring/quickstart): Authoring quickstart.

## Pack authoring

- [Description and discovery](https://limecloud.github.io/agentknowledge/en/authoring/description-and-discovery): Pack metadata and discoverability.
- [Best practices](https://limecloud.github.io/agentknowledge/en/authoring/best-practices): Authoring rules for high-quality knowledge.
- [Knowledge engineering loop](https://limecloud.github.io/agentknowledge/en/authoring/knowledge-engineering-loop): Author, evaluate, maintain, and improve loop.
- [Compilation model](https://limecloud.github.io/agentknowledge/en/authoring/compilation-model): Compile pipeline and outputs.
- [Ontology-aware packs](https://limecloud.github.io/agentknowledge/en/authoring/ontology-packs): Concept maps, claim graphs, evidence constraints, coverage matrices, and operational ontology data.
- [Operational ontology packs](https://limecloud.github.io/agentknowledge/en/authoring/operational-ontology): Signals, objectives, resource bundles, decision gates, action types, action logs, and feedback loops as data.
- [Answer-ready packs](https://limecloud.github.io/agentknowledge/en/authoring/answer-engine-knowledge): Questions, answer blocks, citation targets, source surfaces, structured data, and answer monitoring as data.
- [Grounding and citations](https://limecloud.github.io/agentknowledge/en/authoring/grounding-and-citations): Source grounding and citation requirements.
- [Linting and review](https://limecloud.github.io/agentknowledge/en/authoring/linting-and-review): Review and linting expectations.
- [Maintenance automation](https://limecloud.github.io/agentknowledge/en/authoring/maintenance-automation): Automated refresh and maintenance.
- [Skills interop](https://limecloud.github.io/agentknowledge/en/authoring/skills-interop): Interoperability with skills.
- [Discovery evals](https://limecloud.github.io/agentknowledge/en/authoring/discovery-evals): Discovery evaluation design.
- [Evaluating knowledge](https://limecloud.github.io/agentknowledge/en/authoring/evaluating-knowledge): Knowledge quality evaluation.

## Client implementation

- [Adding support](https://limecloud.github.io/agentknowledge/en/client-implementation/adding-support): Client support checklist.
- [Discovery and loading](https://limecloud.github.io/agentknowledge/en/client-implementation/discovery-and-loading): Discovery, loading, and selection.
- [Runtime standard](https://limecloud.github.io/agentknowledge/en/client-implementation/runtime-standard): Runtime integration.
- [Runtime context resolver](https://limecloud.github.io/agentknowledge/en/client-implementation/runtime-context-resolver): Context resolver contract.
- [Security model](https://limecloud.github.io/agentknowledge/en/client-implementation/security-model): Trust, permissions, and security.

## Examples

- [Personal IP pack](https://limecloud.github.io/agentknowledge/en/examples/personal-ip): Personal intellectual property example.
- [Brand product pack](https://limecloud.github.io/agentknowledge/en/examples/brand-product): Brand and product example.
- [Content operations pack](https://limecloud.github.io/agentknowledge/en/examples/content-operations): Content operations example.
- [Private-domain operations pack](https://limecloud.github.io/agentknowledge/en/examples/private-domain-operations): Private-domain operations example.
- [Organization know-how pack](https://limecloud.github.io/agentknowledge/en/examples/organization-knowhow): Organization know-how example.
- [Complete pack](https://limecloud.github.io/agentknowledge/en/examples/complete-pack): Complete reference pack.

## Reference

- [LLM Wiki pattern](https://limecloud.github.io/agentknowledge/en/reference/llm-wiki-pattern): Pattern for LLM-friendly wiki-like knowledge.
- [RAG comparison](https://limecloud.github.io/agentknowledge/en/reference/rag-comparison): Comparison with RAG approaches.
- [Reference CLI](https://limecloud.github.io/agentknowledge/en/reference/reference-cli): Reference CLI documentation.
- [Glossary](https://limecloud.github.io/agentknowledge/en/reference/glossary): Terms used by the standard.

## Ecosystem

- [Agent standards ecosystem](https://limecloud.github.io/agentknowledge/en/reference/agent-ecosystem): Mutual links across Agent Knowledge, Agent UI, Agent Runtime, Agent Evidence, Agent Policy, Agent Artifact, Agent Tool, and Agent Context.
- [Agent Policy](https://limecloud.github.io/agentpolicy/): Policy decisions, approvals, permissions, risk, retention, waivers, and traces.
- [Agent Artifact](https://limecloud.github.io/agentartifact/): Durable deliverables, versions, parts, previews, exports, and handoff packages.
- [Agent Tool](https://limecloud.github.io/agenttool/): Tool declarations, surfaces, invocations, progress, results, permissions, and audit refs.
- [Agent Context](https://limecloud.github.io/agentcontext/): Context surfaces, items, source refs, selection, budgets, assembly, injection, compaction, and missing-context facts.

## Versions

- [v0.7.2 overview](https://limecloud.github.io/agentknowledge/en/versions/v0.7.2/overview): Latest released version overview.
- [v0.7.2 specification snapshot](https://limecloud.github.io/agentknowledge/en/versions/v0.7.2/specification): Latest released specification snapshot.
- [v0.7.2 changelog](https://limecloud.github.io/agentknowledge/en/versions/v0.7.2/changelog): Latest released changelog.
- [v0.7.1 overview](https://limecloud.github.io/agentknowledge/en/versions/v0.7.1/overview): Previous released version overview.
- [v0.7.1 specification snapshot](https://limecloud.github.io/agentknowledge/en/versions/v0.7.1/specification): Previous released specification snapshot.
- [v0.7.0 overview](https://limecloud.github.io/agentknowledge/en/versions/v0.7.0/overview): Previous released version overview.
- [v0.7.0 specification snapshot](https://limecloud.github.io/agentknowledge/en/versions/v0.7.0/specification): Previous released specification snapshot.
- [v0.6.8 overview](https://limecloud.github.io/agentknowledge/en/versions/v0.6.8/overview): Previous released version overview.
- [v0.6.8 specification snapshot](https://limecloud.github.io/agentknowledge/en/versions/v0.6.8/specification): Previous released specification snapshot.
- [v0.6.7 overview](https://limecloud.github.io/agentknowledge/en/versions/v0.6.7/overview): Previous released version overview.
- [v0.6.7 specification snapshot](https://limecloud.github.io/agentknowledge/en/versions/v0.6.7/specification): Previous released specification snapshot.
- [v0.6.6 overview](https://limecloud.github.io/agentknowledge/en/versions/v0.6.6/overview): Previous released version overview.
- [v0.6.6 specification snapshot](https://limecloud.github.io/agentknowledge/en/versions/v0.6.6/specification): Previous released specification snapshot.
- [v0.6.5 overview](https://limecloud.github.io/agentknowledge/en/versions/v0.6.5/overview): Previous released version overview.
- [v0.6.5 specification snapshot](https://limecloud.github.io/agentknowledge/en/versions/v0.6.5/specification): Previous released specification snapshot.
- [v0.6.4 overview](https://limecloud.github.io/agentknowledge/en/versions/v0.6.4/overview): Previous released version overview.
- [v0.6.4 specification snapshot](https://limecloud.github.io/agentknowledge/en/versions/v0.6.4/specification): Previous released specification snapshot.
- [v0.6.3 overview](https://limecloud.github.io/agentknowledge/en/versions/v0.6.3/overview): Previous released version overview.
- [v0.6.3 specification snapshot](https://limecloud.github.io/agentknowledge/en/versions/v0.6.3/specification): Previous released specification snapshot.
- [v0.6.2 overview](https://limecloud.github.io/agentknowledge/en/versions/v0.6.2/overview): Previous released version overview.
- [v0.6.2 specification snapshot](https://limecloud.github.io/agentknowledge/en/versions/v0.6.2/specification): Previous released specification snapshot.
- [v0.6.1 overview](https://limecloud.github.io/agentknowledge/en/versions/v0.6.1/overview): Previous released version overview.
- [v0.6.1 specification snapshot](https://limecloud.github.io/agentknowledge/en/versions/v0.6.1/specification): Previous released specification snapshot.

## Schemas

- [Compile run schema](https://limecloud.github.io/agentknowledge/schemas/compile-run.schema.json): Compile run schema.
- [Context resolution schema](https://limecloud.github.io/agentknowledge/schemas/context-resolution.schema.json): Context resolution schema.
- [Selection eval schema](https://limecloud.github.io/agentknowledge/schemas/selection-eval.schema.json): Selection evaluation schema.
- [Source map schema](https://limecloud.github.io/agentknowledge/schemas/source-map.schema.json): Source map schema.

## Language mirrors

- Chinese documentation is available under `/zh/` with matching page structure where translated pages exist.