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kontextual-engine/README.md

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# 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.