Agentic memory profile

infospaces/agentic-memory-profile-pilot/output/memory/context-package-evaluation.yaml

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+schema_version: infospace-bench.memory-context-evaluation.v1
+evaluated_at: "2026-05-15T00:20:00Z"
+workplan: IB-WP-0017
+profile_id: infospace-agentic-memory-pilot
+graph_id: infospace-agentic-memory-graph
+selection: restart-context-selection.yaml
+questions:
+  - id: restart-quality
+    prompt: Can a later agent resume Wealth/VSM review with the selected package?
+    score: 4.2
+    max_score: 5.0
+    result: pass
+  - id: provenance-review
+    prompt: Can a reviewer see why each memory item exists?
+    score: 5.0
+    max_score: 5.0
+    result: pass
+  - id: budget-realism
+    prompt: Does the selection fit a compact restart budget?
+    score: 4.0
+    max_score: 5.0
+    result: pass
+  - id: noise-control
+    prompt: Does the package omit low-value trace detail?
+    score: 3.8
+    max_score: 5.0
+    result: watch
+metrics:
+  restart_quality_score: 4.2
+  provenance_coverage_ratio: 1.0
+  selected_node_count: 7
+  expected_item_count: 8
+  context_package_budget_max_tokens: 1200
+  live_llm_required: false
+findings:
+  - id: finding.restart-risk
+    summary: Decision-only memory is not enough; restart packages need the active source/entity neighborhood.
+  - id: finding.neighborhood-improves-review
+    summary: The Division of Labour source and entity references make the boundary decision actionable for review.
+  - id: finding.profile-gap
+    summary: Profile retention intent is useful, but acceptance thresholds remain application-level metrics in infospace-bench.
+recommended_contract_changes:
+  markitect-tool:
+    - Add an option for timestamp-stable context package fixture output to simplify cross-repo golden files.
+    - Document when selected events should become package items versus metadata.
+  kontextual-engine:
+    - Import Markitect graph/profile envelopes and persist runtime audit events separately from contract events.
+    - Keep durable write plans review-gated and export Markitect-compatible package input envelopes.
+  infospace-bench:
+    - Keep memory quality metrics and pilot corpora here.
+    - Do not store user memory, credentials, or runtime graph state in an infospace.