Shared memory and context tools for agentic work.
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{
"recorded_at": "2026-03-24T18:16:40.053111+00:00",
"scenario_id": "warm_continuity_actionable_resume",
"scenario_name": "Warm continuity resume with actionable next-step hints",
"scenario_tags": [
"warm-graph",
"continuity",
"trail-resume",
"resume-hints"
],
"mode": "manual",
"cold_graph_time_ms": null,
"warm_graph_time_ms": null,
"time_to_first_good_answer_ms": 25.0,
"time_to_full_proof_ms": 40.0,
"answer_quality": "high",
"plan_changed": false,
"false_start_count": 1,
"tests_identified_before_edit": 0,
"public_claim_worthy": false,
"workflow_notes": "rediscovery-heavy; second search required before next concrete move",
"notes": "",
"events": [
"tool_name": "rg",
"query": "trail resume open question boot memory next step",
"elapsed_ms": 10.1,
"payload_chars": 1480,
"surfaced_files": [
"m1nd-mcp/src/layer_handlers.rs",
"m1nd-mcp/src/protocol/layers.rs",
"docs/BENCHMARK_RESEARCH_2026-03-24.md"
"notes": "Manual pass starts by rediscovering trail surfaces and open question context.",
"event_index": 1,
"opened_files": []
},
"tool_name": "read_file",
"target": "m1nd-mcp/src/layer_handlers.rs",
"elapsed_ms": 8.4,
"payload_chars": 1780,
"opened_files": [
"m1nd-mcp/src/layer_handlers.rs"
"notes": "Read handler to infer what trail_resume restores and where to continue.",
"event_index": 2,
"surfaced_files": []
"target": "m1nd-mcp/src/protocol/layers.rs",
"elapsed_ms": 6.7,
"payload_chars": 920,
"m1nd-mcp/src/protocol/layers.rs"
"notes": "Read output contract to confirm available resume fields.",
"event_index": 3,
"query": "persist_boot_memory re-test hypothesis inspect neighborhood",
"elapsed_ms": 9.6,
"payload_chars": 1180,
"m1nd-mcp/src/session.rs",
"notes": "Second search needed to turn the investigation into the next concrete move.",
"event_index": 4,
}
"files_opened": 4,
"repeat_reads": 3,
"search_iterations": 2,
"chars_surfaced": 5360,
"token_proxy": 1340,
"repo_path": ".",
"question": "Resume a saved investigation and continue directly from the next useful question instead of rediscovering the path by hand.",
"expected_strength": "strong"