# lfguard

> Advisory governance evidence for AWS Lake Formation permissions.

Use these Markdown documents when an LLM needs to understand or integrate
`lfguard`.

## Core Documentation

- [README](README.md): Product overview, install, quickstart, release links.
- [CLI Reference](docs/cli.md): Commands, options, output modes, exit behavior.
- [Report Formats](docs/report-formats.md): Stable JSON and Markdown report
  contracts.
- [State Format](docs/state-format.md): Desired/current state schema examples.

## Agent Integration

- [LLM Agent Integration](docs/llm-agent-integration.md): Runtime decision rules
  for service workflows and service-embedded LLM agents.
- [Service Integration](docs/service-integration.md): CLI subprocess and JSON
  artifact contract for application wrappers.
- [Report Contract Schemas](docs/schemas/README.md): JSON Schemas for stable
  report fields.
- [Finding Catalog](docs/finding-catalog.md): Stable finding codes, plan
  actions, default actions, hard blocks, and docs anchors.
- [Repository Agent Instructions](AGENTS.md): Guidance for coding agents that
  modify this repository.
- [Claude Code Memory](CLAUDE.md): Thin Claude Code pointer to the shared agent
  instructions.

## Governance Model

- [Permission Framework](docs/permission-framework.md): Policy authoring model.
- [Exception Lifecycle](docs/exception-lifecycle.md): Required exception
  metadata and expiry behavior.
- [Safety Model](docs/safety-model.md): Conservative planning and execution
  boundary model.
- [Positioning](docs/positioning.md): What lfguard is and is not.
