Build reproducible capability advisor and scheduled source capture

Assistant: codex
Assistant-Model: gpt-6-astra
Assistant-Session: 01a09c77-b1a9-7eb3-b501-6cb24b458c97

examples/task.json

@@ -0,0 +1,24 @@
+{
+  "objective": "Resolve a representative repository issue with a sourced change explanation.",
+  "acceptance": "Repository acceptance tests pass and an independent reviewer accepts the change.",
+  "environment": "Fixture sandbox with shell and browser",
+  "risk": "routine",
+  "capabilities": {
+    "coding": 1,
+    "tool_use": 1,
+    "reasoning": 1,
+    "web_research": 1,
+    "artifact_creation": 1
+  },
+  "constraints": {
+    "requester_access": true,
+    "min_context": 32000
+  },
+  "workload": {
+    "input": 10000,
+    "output": 2000,
+    "tool_usd": 0.01,
+    "attempts": 1,
+    "verification_usd": 0.02
+  }
+}