Shared memory and context tools for agentic work.
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{
"recorded_at": "2026-03-24T23:58:15.585038+00:00",
"scenario_id": "warm_search_ambiguous_scope_recovery",
"scenario_name": "Warm recovery from search auto-ingest scope ambiguity",
"scenario_tags": [
"warm-graph",
"recovery",
"search",
"scope"
],
"mode": "m1nd_warm",
"execution_origin": "live",
"source_ref": "docs/benchmarks/events/warm-search-ambiguous-scope-recovery.json",
"cold_graph_time_ms": null,
"warm_graph_time_ms": null,
"time_to_first_good_answer_ms": 1.5,
"time_to_full_proof_ms": 2.4,
"answer_quality": "high",
"plan_changed": false,
"false_start_count": 0,
"tests_identified_before_edit": 0,
"public_claim_worthy": true,
"workflow_notes": "Search teaches the explicit-scope retry, then lands directly in the correct file and hands off to view.",
"notes": "",
"events": [
"tool_name": "m1nd.search",
"query": "ambiguous_auto_ingest_scope_hint",
"elapsed_ms": 0.9,
"payload_chars": 250,
"hint": "scope 'src/handlers' resolves to multiple candidate paths. Use a more specific or absolute scope, or disable auto_ingest if you only want to search current roots.",
"suggested_next_step": "Retry search with an explicit scope like 'm1nd-mcp/src/search_handlers.rs'.",
"usage_hint": "Use search with a specific scope when multiple repos or roots can match the same shorthand path.",
"next_suggested_tool": "search",
"next_suggested_target": "m1nd-mcp/src/search_handlers.rs",
"next_tool_used": "search",
"recovery_followed": true,
"notes": "Ambiguous auto_ingest no longer forces file guessing; it teaches the explicit retry path.",
"event_index": 1,
"opened_files": [],
"surfaced_files": []
},
"payload_chars": 490,
"surfaced_files": [
"m1nd-mcp/src/search_handlers.rs"
"opened_files": [
"proof_state": "proving",
"next_suggested_tool": "view",
"next_step_hint": "Open the resolved file next to confirm the scope-specific recovery landed on the right handler.",
"next_tool_used": "view",
"event_index": 2
"tool_name": "m1nd.view",
"target": "m1nd-mcp/src/search_handlers.rs",
"elapsed_ms": 0.6,
"payload_chars": 530,
"event_index": 3,
}
"files_opened": 1,
"repeat_reads": 2,
"search_iterations": 2,
"chars_surfaced": 1270,
"token_proxy": 318,
"guidance_events": 2,
"guidance_followed": 2,
"reactivated_nodes": 0,
"resume_hints": 0,
"proof_states": [
"proving"
"final_proof_state": "proving",
"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,
"recovery_events": 1,
"recovery_followed": 1,
"repo_path": null,
"question": "Recover from a search scope that resolves to multiple candidate paths under auto_ingest, then retry with an explicit scope instead of falling into manual file guessing.",
"expected_strength": "strong"