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.

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.