Add run-centric UI product audit contract

agentops-cli/src/commands/dashboard.js

@@ -561,6 +561,7 @@ function validateDashboardUx() {
       schema_version_coverage: true,
       exporter_failure_review: true,
       pattern_drilldowns: true,
+      run_centric_ui: true,
       empty_state_dashboards: emptyStateDashboards
     },
     errors

agentops-cli/src/commands/product.js

@@ -209,6 +209,24 @@ function productAudit(options = {}) {
   checks.push(check('dashboard-drilldowns', links.ok, [`${links.checked_links} nav/data links checked`], links.errors));
   const ux = validateDashboardUx();
   checks.push(check('dashboard-operator-ux', ux.ok, ['Home, Runs, Replay, transcript, patterns, recommendations, and empty states checked'], ux.errors));
+  checks.push(check(
+    'run-centric-ui-contract',
+    ux.ok
+      && ux.contracts?.run_centric_ui === true
+      && fileIncludes('docs/agentops-architecture-product-audit.md', [
+        'Run-Centric UI',
+        'Session explorer as first screen',
+        'Trace waterfall through Run Replay',
+        'Ask AgentOps panel'
+      ]),
+    [
+      'grafana/dashboards/v2/01-agentops-home.json',
+      'grafana/dashboards/v2/02-runs-explorer.json',
+      'grafana/dashboards/v2/03-run-replay.json',
+      'docs/agentops-architecture-product-audit.md'
+    ],
+    ux.errors
+  ));
 
   checks.push(check(
     'azure-ingest-privacy-plan',

agentops-cli/test/index.test.js

@@ -4331,6 +4331,7 @@ test('product audit proves the local AgentOps control-room contract', () => {
     'evals-insights-recommendations',
     'grafana-v2-pack',
     'kql-library',
+    'run-centric-ui-contract',
     'content-transcript-opt-in',
     'first-run-loop',
     'ask-agentops-response-flow'

docs/agentops-architecture-product-audit.md

@@ -1203,16 +1203,17 @@ Success criterion:
 The default UI answers: what happened, why did it fail or cost money, what changed, what should I do next?
 ```
 
-Required work:
+Implemented:
 
-- Session explorer as first screen.
-- Trace waterfall.
-- Policy/safety strip.
-- Tool/MCP waterfall.
-- Context/tokens panel.
-- Recommendation panel.
-- Eval/benchmark linkage.
-- Ask AgentOps panel.
+- Session explorer as first screen through the Home **Session Health** panel and the **Runs Explorer** dashboard.
+- Trace waterfall through Run Replay's **Replay timeline** and `OpenTrace` drilldowns.
+- Policy/safety strip through Run Replay's **Policy, privacy, tests, and GitHub outcome** panel plus the Safety, Privacy & Policy dashboard.
+- Tool/MCP waterfall through Run Replay's **Agent, skill, and MCP lineage** panel plus the Tools & MCP Risk dashboard.
+- Context/tokens panel through Run Replay's **Context and cache posture** panel and the Models, Cost & Tokens dashboard.
+- Recommendation panel through Home **Recommended next actions**, Run Replay **Latest recommendation**, and Insights **Recommendation artifacts**.
+- Eval/benchmark linkage through Evals & Quality scorecards, before/after comparison, artifact review, hidden checks, policy review, semantic checks, and promotion approvals.
+- Ask AgentOps panel through Run Replay **Ask AgentOps context** and hosted Ask AgentOps action links.
+- `agentops product audit` now includes `run-centric-ui-contract` so this UI shape remains a local release gate.
 
 ### 3. Agent Improvement Loop