Generated new set of workplans

README.md

@@ -1,14 +1,17 @@
 # kontextual-engine
 
-AI-first, headless knowledge engine for persistent, operable structured
-knowledge.
+Headless knowledge operations engine for turning heterogeneous information
+assets into persistent, contextual, governed, retrievable, transformable, and
+agent-operable knowledge.
 
 Start here:
 
 - `INTENT.md`
 - `wiki/ProductRequirementsDocument.md`
 - `wiki/FunctionalRequirementsSpecification.md`
+- `wiki/kontextual-engine_scope_research_md_bundle/`
 - `SCOPE.md`
+- `docs/knowledge-operations-roadmap.md`
 - `docs/stack-decision.md`
 - `docs/markitect-main-scope-assessment.md`
 - `docs/markitect-tool-reuse-boundary.md`
@@ -28,4 +31,7 @@ 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.
+agent-facing context packages. The current roadmap re-scopes the next work
+around the V0.2 knowledge operations vision: governed asset identity,
+multi-format ingestion, retrieval, traceable transformations, workflows,
+service APIs, agent-safe operation, observability, and export.