Implement BDEF v1.1 grading: scoring core, per-deck pipeline, ledger, dashboard, StartOS layer

- Deterministic scoring.py (quant 60 / qual 40 / flags -15, profitability heaviest)
- Per-company JSON ledger with forecast-target chaining deck N-1 -> N
- Single-shot sandbox agent with guided-JSON fallback ladder (no tool loop)
- Portfolio dashboard with sparklines, KPI hit rates, BDEF category bars
- 48 unit tests green; endpoints smoke-tested; npm check+build green

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

startos/actions/configure-sparks.ts

@@ -7,7 +7,7 @@ const { InputSpec, Value } = sdk
 const inputSpec = InputSpec.of({
   primarySparkHost: Value.text({
     name: 'Primary Spark Host',
-    description: 'Hostname or IP of the head DGX Spark (reachable over SSH). Serves models, hosts the model proxy, and runs the reviewer panel.',
+    description: 'Hostname or IP of the head DGX Spark (reachable over SSH). Serves models, hosts the model proxy, and runs the grading panel.',
     required: true,
     default: null,
     placeholder: 'spark-01.local',
@@ -46,8 +46,8 @@ const inputSpec = InputSpec.of({
     name: 'Use Both Sparks',
     description:
       'Allow models to be served on a second Spark (over ConnectX/200GbE) for ' +
-      'extra capacity. NOTE: in air-gapped review mode all models must run on the ' +
-      'head Spark; the second Spark is used only in local-services mode.',
+      'extra capacity. NOTE: in air-gapped grading mode all models must run on ' +
+      'the head Spark; the second Spark is used only in local-services mode.',
     default: false,
   }),
   secondarySparkHost: Value.text({
@@ -67,7 +67,7 @@ const inputSpec = InputSpec.of({
   }),
   remoteWorkDir: Value.text({
     name: 'Remote Work Directory',
-    description: 'Absolute path on the head Spark for staged document text, the HF cache, and logs.',
+    description: 'Absolute path on the head Spark for staged deck text, the HF cache, and logs.',
     required: true,
     default: '/home/nvidia/boardroom-map',
   }),
@@ -78,8 +78,8 @@ const inputSpec = InputSpec.of({
     default: 'boardroom-vllm:latest',
   }),
   graderImage: Value.text({
-    name: 'Reviewer Image Tag',
-    description: 'The sandboxed reviewer image built on the head Spark from sandbox/build.sh.',
+    name: 'Grader Image Tag',
+    description: 'The sandboxed grader image built on the head Spark from sandbox/build.sh.',
     required: true,
     default: 'boardroom-grader:latest',
   }),
@@ -103,7 +103,7 @@ export const configureSparks = sdk.Action.withInput(
     description: 'Set the DGX Spark connection details, SSH credentials, and image tags.',
     warning: null,
     allowedStatuses: 'any',
-    group: null,
+    group: 'Setup',
     visibility: 'enabled',
   }),
 
@@ -154,7 +154,7 @@ export const configureSparks = sdk.Action.withInput(
       title: 'Sparks Configured',
       message:
         'Saved. Use "Test Spark Connection" to verify SSH + GPU access, then set ' +
-        '"Configure Models" and "Configure Reviewers".',
+        '"Configure Models" and "Configure Graders".',
       result: { type: 'single', value: input.primarySparkHost, copyable: false, qr: false, masked: false },
     }
   },