Shared memory and context tools for agentic work.
Code Rooms
{
"recorded_at": "2026-03-24T19:25:36.224962+00:00",
"scenario_id": "warm_trace_root_cause_triage",
"scenario_name": "Warm trace-guided root-cause triage",
"scenario_tags": [
"warm-graph",
"trace",
"triage",
"root-cause"
],
"mode": "manual",
"cold_graph_time_ms": null,
"warm_graph_time_ms": null,
"time_to_first_good_answer_ms": 15.7,
"time_to_full_proof_ms": 23.4,
"answer_quality": "high",
"plan_changed": false,
"false_start_count": 1,
"tests_identified_before_edit": 0,
"public_claim_worthy": true,
"workflow_notes": "manual triage requires search plus handler inspection before landing on the suspect file",
"notes": "",
"events": [
"tool_name": "rg",
"query": "worker pool closed during submit runtimeerror stacktrace json adapter",
"elapsed_ms": 8.6,
"payload_chars": 1260,
"surfaced_files": [
"m1nd-mcp/src/layer_handlers.rs",
"m1nd-mcp/src/protocol/layers.rs"
"notes": "Manual pass starts by searching for the failure text and likely parser locations.",
"event_index": 1,
"opened_files": []
},
"tool_name": "read_file",
"target": "m1nd-mcp/src/layer_handlers.rs",
"elapsed_ms": 7.1,
"payload_chars": 1180,
"opened_files": [
"m1nd-mcp/src/layer_handlers.rs"
"notes": "Manual inspection walks the trace handler implementation to find the suspect path.",
"event_index": 2,
"surfaced_files": []
}
"files_opened": 2,
"repeat_reads": 1,
"search_iterations": 1,
"chars_surfaced": 2440,
"token_proxy": 610,
"guidance_events": 0,
"guidance_followed": 0,
"reactivated_nodes": 0,
"resume_hints": 0,
"repo_path": ".",
"question": "Start from a stacktrace, identify the most likely structural suspect, and continue into the right file without manual frame chasing.",
"expected_strength": "strong"
