# kontextual-engine

AI-first, headless knowledge engine for persistent, operable structured
knowledge.

Start here:

- `INTENT.md`
- `wiki/ProductRequirementsDocument.md`
- `wiki/FunctionalRequirementsSpecification.md`
- `SCOPE.md`
- `docs/stack-decision.md`
- `docs/markitect-main-scope-assessment.md`
- `docs/markitect-tool-reuse-boundary.md`
- `docs/phase-memory-boundary.md`
- `docs/system-layer-extraction-inventory.md`
- `docs/system-layer-migration-backlog.md`
- `docs/service-api-boundary.md`
- `workplans/`

## Development

This repo uses Python 3.12+, setuptools, a `src/` package layout, and pytest.

```bash
python3 -m pytest
```

The first runtime slice implements artifacts, collections, relationships,
in-memory storage, ingestion adapters, query, workflow run manifests, and
agent-facing context packages.