Shared memory and context tools for agentic work.
Code Rooms
{
"recorded_at": "2026-03-25T13:42:04.289855+00:00",
"scenario_id": "warm_help_guided_tool_handoff",
"scenario_name": "Warm help page that hands off into the next workflow tool",
"scenario_tags": [
"warm-graph",
"help",
"guided-handoff",
"proof-state"
],
"mode": "manual",
"execution_origin": "replay",
"source_ref": "docs/benchmarks/events/manual-help-guided-tool-handoff.json",
"cold_graph_time_ms": null,
"warm_graph_time_ms": null,
"time_to_first_good_answer_ms": 2.6,
"time_to_full_proof_ms": 3.8,
"answer_quality": "high",
"plan_changed": false,
"false_start_count": 0,
"tests_identified_before_edit": 0,
"public_claim_worthy": true,
"workflow_notes": "Manual help requires the agent to infer the downstream workflow and then start the tool chain itself.",
"notes": "",
"events": [
"tool_name": "m1nd.help",
"query": "activate",
"elapsed_ms": 0.9,
"payload_chars": 340,
"notes": "Manual flow still requires the agent to infer the downstream workflow from the help text.",
"event_index": 1,
"opened_files": [],
"surfaced_files": []
},
"tool_name": "m1nd.activate",
"query": "rate limiting",
"elapsed_ms": 1.7,
"payload_chars": 420,
"surfaced_files": [
"m1nd-mcp/src/tools.rs"
"event_index": 2,
"opened_files": []
"tool_name": "m1nd.impact",
"target": "file::m1nd-mcp/src/tools.rs",
"elapsed_ms": 1.2,
"opened_files": [
"event_index": 3,
}
"files_opened": 1,
"repeat_reads": 1,
"search_iterations": 0,
"chars_surfaced": 1180,
"token_proxy": 295,
"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": "After opening the activate help page, which downstream tool should the agent use next to inspect blast radius?",
"expected_strength": "strong"