State-hub connect and initial workplans

workplans/IB-WP-0003-evaluation-and-inspection.md

@@ -0,0 +1,86 @@
+---
+id: IB-WP-0003
+type: workplan
+title: "Evaluation And Inspection Framework"
+domain: markitect
+repo: infospace-bench
+status: planned
+owner: markitect
+topic_slug: markitect
+created: "2026-05-03"
+updated: "2026-05-03"
+state_hub_workstream_slug: "ib-wp-0003-evaluation-and-inspection"
+state_hub_workstream_id: "bc368ba0-9fd7-4821-a5d7-e5c301faa80a"
+---
+
+# IB-WP-0003 — Evaluation And Inspection Framework
+
+## Goal
+
+Reestablish infospace quality evaluation and inspection as first-class
+application behavior.
+
+## FRS Coverage
+
+- FR-030 to FR-032: evaluation and quality assessment
+- FR-040 to FR-042: inspection, exploration, and visualization
+- FR-080 to FR-081: optional AI-assisted operations and context provision
+
+## Tasks
+
+### T01 — Port evaluation result concepts
+
+```task
+id: IB-WP-0003-T01
+status: todo
+priority: high
+state_hub_task_id: "9bab4b20-3fef-469e-9ce2-f0db3e05e26a"
+```
+
+- Reimplement score entries, entity evaluations, metric values, snapshots, and
+  diffs from `markitect/infospace/evaluation.py`
+- Keep serialization simple and inspectable
+
+### T02 — Rebuild collection checks
+
+```task
+id: IB-WP-0003-T02
+status: todo
+priority: high
+state_hub_task_id: "ee335d74-5be3-4b94-91e3-509486909f93"
+```
+
+- Recreate redundancy, coverage, coherence, consistency, and granularity checks
+- Keep dependencies explicit for embeddings and relationship graphs
+- Write results to reusable structured outputs
+
+### T03 — Add viability evaluation
+
+```task
+id: IB-WP-0003-T03
+status: todo
+priority: high
+state_hub_task_id: "d46b3429-37ef-4375-96e1-304eabf2cc13"
+```
+
+- Compare latest metrics to `infospace.yaml` thresholds
+- Report pass/fail per threshold and overall viability
+
+### T04 — Add relationship inspection output
+
+```task
+id: IB-WP-0003-T04
+status: todo
+priority: medium
+state_hub_task_id: "de4f45e4-81a1-4ddb-98de-15e99ed5605a"
+```
+
+- Export relationship summaries and graph representations
+- Support at least one textual output and one graph-friendly output
+
+## Acceptance
+
+- Evaluation outputs are structured and diffable
+- Collection-level metrics can be produced for a sample infospace
+- Viability can be computed from declared thresholds
+- Relationship structure is inspectable without hidden state