# Agent QC

> Agent QC is a portable standard for evidence-driven testing of Agent projects: runtimes, CLIs, SDKs, tool and MCP gateways, multi-channel agents, GUI/TUI/desktop/WebUI clients, browser automation, skills/plugins, schedulers, distributions, and eval suites.

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/agentqc/llms-full.txt): Concatenated current English documentation with source URLs.

## Primary docs

- [What is Agent QC?](https://limecloud.github.io/agentqc/en/what-is-agent-qc)
- [Specification](https://limecloud.github.io/agentqc/en/specification)
- [Quickstart](https://limecloud.github.io/agentqc/en/authoring/quickstart)
- [Best practices](https://limecloud.github.io/agentqc/en/authoring/best-practices)
- [Test techniques and compositions](https://limecloud.github.io/agentqc/en/authoring/test-techniques-and-compositions)
- [Benchmark and hill climbing](https://limecloud.github.io/agentqc/en/authoring/benchmark-and-hill-climbing)
- [Project classification](https://limecloud.github.io/agentqc/en/authoring/project-classification)
- [Gate matrix](https://limecloud.github.io/agentqc/en/authoring/gate-matrix)
- [Interaction surface testing](https://limecloud.github.io/agentqc/en/authoring/interaction-surface-testing)
- [qcloop integration](https://limecloud.github.io/agentqc/en/authoring/qcloop-integration)
- [Evidence-driven verdicts](https://limecloud.github.io/agentqc/en/authoring/evidence-driven-verdicts)
- [Acceptance scenarios](https://limecloud.github.io/agentqc/en/authoring/acceptance-scenarios)

## Contracts

- [Evidence contract](https://limecloud.github.io/agentqc/en/contracts/evidence-contract)
- [Performance and reliability metrics](https://limecloud.github.io/agentqc/en/contracts/performance-and-reliability-metrics)

## Case studies and examples

- [Codex runtime CLI](https://limecloud.github.io/agentqc/en/examples/codex-runtime-cli)
- [Claude Code TUI runtime](https://limecloud.github.io/agentqc/en/examples/claudecode-tui-runtime)
- [OpenClaw channel gateway](https://limecloud.github.io/agentqc/en/examples/openclaw-channel-gateway)
- [Hermes background agent](https://limecloud.github.io/agentqc/en/examples/hermes-background-agent)
- [qcloop batch](https://limecloud.github.io/agentqc/en/examples/qcloop-batch)

## Reference

- [Glossary](https://limecloud.github.io/agentqc/en/reference/glossary)
- [Agent project patterns](https://limecloud.github.io/agentqc/en/reference/agent-project-patterns)
- [Flow and taxonomy](https://limecloud.github.io/agentqc/en/reference/flow-and-taxonomy)
- [Star project testing systems](https://limecloud.github.io/agentqc/en/reference/star-project-testing-systems)
- [Source index](https://limecloud.github.io/agentqc/en/reference/source-index)
- [Agent standards ecosystem](https://limecloud.github.io/agentqc/en/reference/agent-ecosystem)

## Schemas and examples

- [QC plan schema](https://limecloud.github.io/agentqc/schemas/qc-plan.schema.json)
- [QC case schema](https://limecloud.github.io/agentqc/schemas/qc-case.schema.json)
- [QC verdict schema](https://limecloud.github.io/agentqc/schemas/qc-verdict.schema.json)
- [QC benchmark schema](https://limecloud.github.io/agentqc/schemas/qc-benchmark.schema.json)
- [Generic Agent QC plan](https://limecloud.github.io/agentqc/examples/agent-qc-plan.json)
- [Codex QC plan](https://limecloud.github.io/agentqc/examples/codex-qc-plan.json)
- [Claude Code QC plan](https://limecloud.github.io/agentqc/examples/claudecode-qc-plan.json)
- [OpenClaw QC plan](https://limecloud.github.io/agentqc/examples/openclaw-qc-plan.json)
- [Hermes QC plan](https://limecloud.github.io/agentqc/examples/hermes-qc-plan.json)
- [Lime benchmark experiment](https://limecloud.github.io/agentqc/examples/lime-benchmark-experiment.json)
- [qcloop job request](https://limecloud.github.io/agentqc/examples/qcloop-job-request.json)

## Versions

- [v0.5.0 overview](https://limecloud.github.io/agentqc/en/versions/v0.5.0/overview)
- [v0.5.0 specification](https://limecloud.github.io/agentqc/en/versions/v0.5.0/specification)
- [v0.5.0 changelog](https://limecloud.github.io/agentqc/en/versions/v0.5.0/changelog)
- [v0.4.0 overview](https://limecloud.github.io/agentqc/en/versions/v0.4.0/overview)
- [v0.4.0 specification](https://limecloud.github.io/agentqc/en/versions/v0.4.0/specification)
- [v0.4.0 changelog](https://limecloud.github.io/agentqc/en/versions/v0.4.0/changelog)
- [v0.3.0 overview](https://limecloud.github.io/agentqc/en/versions/v0.3.0/overview)
- [v0.3.0 specification](https://limecloud.github.io/agentqc/en/versions/v0.3.0/specification)
- [v0.3.0 changelog](https://limecloud.github.io/agentqc/en/versions/v0.3.0/changelog)

Chinese documentation is available under `/zh/` with matching page structure.