Shared memory and context tools for agentic work.
Code Rooms
{
"recorded_at": "2026-03-25T00:11:36.398260+00:00",
"scenario_id": "warm_seek_broad_query_recovery",
"scenario_name": "Warm recovery from a broad seek query into exact helper lookup",
"scenario_tags": [
"warm-graph",
"recovery",
"seek",
"intent",
"exact-lookup"
],
"mode": "manual",
"execution_origin": "replay",
"source_ref": "docs/benchmarks/events/manual-seek-broad-query-recovery.json",
"cold_graph_time_ms": null,
"warm_graph_time_ms": null,
"time_to_first_good_answer_ms": 3.1,
"time_to_full_proof_ms": 4.6,
"answer_quality": "high",
"plan_changed": false,
"false_start_count": 1,
"tests_identified_before_edit": 0,
"public_claim_worthy": true,
"workflow_notes": "Manual recovery uses grep to pin the exact seek helper after the broad semantic pass reaches only the right subsystem.",
"notes": "",
"events": [
"tool_name": "shell.rg",
"query": "rg -n \"seek proof state fallback|l2_seek_proof_state|l2_seek_next_step\" m1nd-mcp/src",
"elapsed_ms": 2.0,
"payload_chars": 420,
"surfaced_files": [
"m1nd-mcp/src/layer_handlers.rs",
"m1nd-mcp/src/protocol/layers.rs"
"event_index": 1,
"opened_files": []
},
"query": "rg -n \"l2_seek_proof_state|l2_seek_next_step\" m1nd-mcp/src/layer_handlers.rs",
"elapsed_ms": 1.1,
"payload_chars": 340,
"m1nd-mcp/src/layer_handlers.rs"
"event_index": 2,
"tool_name": "shell.view",
"target": "m1nd-mcp/src/layer_handlers.rs",
"elapsed_ms": 0.8,
"payload_chars": 1100,
"opened_files": [
"event_index": 3,
"surfaced_files": []
"target": "m1nd-mcp/src/protocol/layers.rs",
"elapsed_ms": 0.7,
"payload_chars": 900,
"event_index": 4,
}
"files_opened": 2,
"repeat_reads": 3,
"search_iterations": 2,
"chars_surfaced": 2760,
"token_proxy": 690,
"guidance_events": 0,
"guidance_followed": 0,
"guidance_followthrough_rate": null,
"reactivated_nodes": 0,
"resume_hints": 0,
"proof_states": [],
"final_proof_state": null,
"proof_state_counts": {},
"progress_events": 0,
"max_progress_pct": 0.0,
"active_phases": [],
"next_phases": [],
"progress_event_types": [],
"progress_delivery_modes": [],
"live_progress_events": 0,
"replay_progress_events": 0,
"snapshot_progress_events": 0,
"progress_guidance_events": 0,
"progress_guidance_followed": 0,
"progress_guidance_followthrough_rate": null,
"recovery_events": 0,
"recovery_followed": 0,
"recovery_followthrough_rate": null,
"repo_path": ".",
"question": "Recover from a broad semantic seek that lands in the right subsystem but not the exact helper name, then narrow into `l2_seek_proof_state` and confirm the output contract instead of guessing files.",
"expected_strength": "strong"
