{ "generated_at": "2026-09-09", "experiments": [ "astra-medium-main-v3", "astra-max-complete-v5" ], "scope_note": "README results only: eight completed Astra-medium v3 8+2 sessions and one complete Astra-max v5 8+2 session. The two interrupted v3 sessions and all controls are excluded.", "session_selection": { "astra-max-complete-v5": [ "astra-codex-max/sample-01" ], "astra-medium-main-v3": [ "astra-codex-medium/sample-01", "astra-codex-medium/sample-03", "astra-codex-medium/sample-04", "astra-codex-medium/sample-05", "astra-codex-medium/sample-07", "astra-codex-medium/sample-08", "astra-codex-medium/sample-09", "astra-codex-medium/sample-10" ] }, "excluded": [ { "id": "astra-medium-main-v3/astra-codex-medium/sample-06", "reason": "Interrupted during scoring; excluded from the README analysis" }, { "id": "astra-medium-main-v3/astra-codex-medium/sample-02", "reason": "Interrupted during scoring; excluded from the README analysis" } ], "pending": [], "cohorts": { "astra-max-complete-v5/astra-codex-max": { "sessions_recorded": 1, "valid_sessions": 1, "complete_sessions": 1, "resource_limited_sessions": 0, "mean_best_scored": 6.0, "ci95_mean_best_scored": null, "mean_scored_progress": 6.0, "bundle_wins": 0, 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2, "mean": 3.25, "ci95": [ 2.12, 4.5 ] }, { "trial": 3, "mean": 2.75, "ci95": [ 1.75, 3.75 ] }, { "trial": 4, "mean": 3.375, "ci95": [ 2.0, 4.88 ] }, { "trial": 5, "mean": 4.0, "ci95": [ 3.0, 5.0 ] }, { "trial": 6, "mean": 2.625, "ci95": [ 1.75, 3.5 ] }, { "trial": 7, "mean": 3.5, "ci95": [ 2.38, 5.0 ] }, { "trial": 8, "mean": 3.375, "ci95": [ 2.38, 4.88 ] }, { "trial": 9, "mean": 3.75, "ci95": [ 1.88, 5.88 ] }, { "trial": 10, "mean": 4.75, "ci95": [ 3.25, 6.12 ] } ], "estimated_usd": 675.607474 } }, "sessions": [ { "id": "astra-max-complete-v5/astra-codex-max/sample-01", "experiment": "astra-max-complete-v5", "system": "astra-codex-max", "bundle": "sample-01", "model": "brogue_astra/gpt-6-astra", "agent": "codex", "model_args_sha256": "44136fa355b3678a1146ad16f7e8649e94fb4fc21fe77e8310c060f61caaff8a", "seed_schedule_sha256": "1f1cc940571af06fcf3674abd3e59c22973059dc69aea2b88b8bddea60965e15", "reasoning_effort": "max", "cli_version": "0.153.2", "seed_pool": "heldout", 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"turn": 3681 }, "7": { "action": 732, "elapsed_seconds": 2547, "turn": 4109 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 6, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 4114, "victory": false }, { "actions": 277, "amulet_acquired": false, "attempt_index": 3, "can_act": false, "death": true, "death_cause": "goblin", "depth": 3, "finished": true, "max_depth": 3, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 277, "cause": "goblin", "elapsed_seconds": 3197, "turn": 1819 }, "depths": { "1": { "action": 0, "elapsed_seconds": 2611, "turn": 0 }, "2": { "action": 148, "elapsed_seconds": 2815, "turn": 988 }, "3": { "action": 237, "elapsed_seconds": 2996, "turn": 1660 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 2, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 1819, "victory": false }, { "actions": 140, "amulet_acquired": false, "attempt_index": 4, "can_act": false, "death": false, "death_cause": null, "depth": 2, "finished": true, "max_depth": 2, "milestones": { "amulet": null, "ascent": {}, "death": null, "depths": { "1": { "action": 0, "elapsed_seconds": 3236, "turn": 0 }, "2": { "action": 127, "elapsed_seconds": 3473, "turn": 640 } }, "victory": null }, "objective": "ascension", "outcome": "finished", "phase": "learning", "progress": 1, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 657, "victory": false }, { "actions": 267, "amulet_acquired": false, "attempt_index": 5, "can_act": false, "death": true, "death_cause": "Burned to death", "depth": 3, "finished": true, "max_depth": 3, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 267, "cause": "Burned to death", "elapsed_seconds": 4710, "turn": 1782 }, "depths": { "1": { "action": 0, "elapsed_seconds": 3658, "turn": 0 }, "2": { "action": 134, "elapsed_seconds": 4084, "turn": 1338 }, "3": { "action": 214, "elapsed_seconds": 4375, "turn": 1656 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 2, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 1782, "victory": false }, { "actions": 1252, "amulet_acquired": false, "attempt_index": 6, "can_act": false, "death": false, "death_cause": null, "depth": 8, "finished": true, "max_depth": 8, "milestones": { "amulet": null, "ascent": {}, "death": null, "depths": { "1": { "action": 0, "elapsed_seconds": 4714, "turn": 0 }, "2": { "action": 73, "elapsed_seconds": 4765, "turn": 637 }, "3": { "action": 191, "elapsed_seconds": 4856, "turn": 1149 }, "4": { "action": 315, "elapsed_seconds": 4985, "turn": 1980 }, "5": { "action": 598, "elapsed_seconds": 5315, "turn": 2925 }, "6": { "action": 686, "elapsed_seconds": 5495, "turn": 3316 }, "7": { "action": 849, "elapsed_seconds": 5867, "turn": 3778 }, "8": { "action": 1137, "elapsed_seconds": 6535, "turn": 4418 } }, "victory": null }, "objective": "ascension", "outcome": "finished", "phase": "learning", "progress": 7, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 4519, "victory": false }, { "actions": 1011, "amulet_acquired": false, "attempt_index": 7, "can_act": false, "death": false, "death_cause": null, "depth": 8, "finished": true, "max_depth": 8, "milestones": { "amulet": null, "ascent": {}, "death": null, "depths": { "1": { "action": 0, "elapsed_seconds": 7127, "turn": 0 }, "2": { "action": 104, "elapsed_seconds": 7290, "turn": 655 }, "3": { "action": 203, "elapsed_seconds": 7410, "turn": 1210 }, "4": { "action": 294, "elapsed_seconds": 7501, "turn": 1596 }, "5": { "action": 476, "elapsed_seconds": 7687, "turn": 2149 }, "6": { "action": 552, "elapsed_seconds": 8073, "turn": 2528 }, "7": { "action": 874, "elapsed_seconds": 8973, "turn": 3763 }, "8": { "action": 946, "elapsed_seconds": 9030, "turn": 3905 } }, "victory": null }, "objective": "ascension", "outcome": "finished", "phase": "learning", "progress": 7, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 3985, "victory": false }, { "actions": 639, "amulet_acquired": false, "attempt_index": 8, "can_act": false, "death": false, "death_cause": null, "depth": 7, "finished": true, "max_depth": 7, "milestones": { "amulet": null, "ascent": {}, "death": null, "depths": { "1": { "action": 0, "elapsed_seconds": 9393, "turn": 0 }, "2": { "action": 70, "elapsed_seconds": 9459, "turn": 538 }, "3": { "action": 237, "elapsed_seconds": 9751, "turn": 1331 }, "4": { "action": 346, "elapsed_seconds": 9949, "turn": 1878 }, "5": { "action": 437, "elapsed_seconds": 10316, "turn": 2499 }, "6": { "action": 566, "elapsed_seconds": 10760, "turn": 3196 }, "7": { "action": 611, "elapsed_seconds": 10815, "turn": 3346 } }, "victory": null }, "objective": "ascension", "outcome": "finished", "phase": "learning", "progress": 6, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 3377, "victory": false }, { "actions": 646, "amulet_acquired": false, "attempt_index": 9, "can_act": false, "death": false, "death_cause": null, "depth": 7, "finished": true, "max_depth": 7, "milestones": { "amulet": null, "ascent": {}, "death": null, "depths": { "1": { "action": 0, "elapsed_seconds": 10940, "turn": 0 }, "2": { "action": 74, "elapsed_seconds": 10995, "turn": 500 }, "3": { "action": 260, "elapsed_seconds": 11212, "turn": 1201 }, "4": { "action": 390, "elapsed_seconds": 11279, "turn": 2159 }, "5": { "action": 557, "elapsed_seconds": 11622, "turn": 3319 }, "6": { "action": 628, "elapsed_seconds": 11956, "turn": 3510 }, "7": { "action": 643, "elapsed_seconds": 12103, "turn": 3517 } }, "victory": null }, "objective": "ascension", "outcome": "finished", "phase": "scored", "progress": 6, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 3518, "victory": false }, { "actions": 1231, "amulet_acquired": false, "attempt_index": 10, "can_act": false, "death": true, "death_cause": "vampire bat", "depth": 7, "finished": true, "max_depth": 7, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 1231, "cause": "vampire bat", "elapsed_seconds": 17840, "turn": 3994 }, "depths": { "1": { "action": 0, "elapsed_seconds": 12216, "turn": 0 }, "2": { "action": 110, "elapsed_seconds": 12333, "turn": 501 }, "3": { "action": 193, "elapsed_seconds": 12720, "turn": 1050 }, "4": { "action": 406, "elapsed_seconds": 13168, "turn": 1549 }, "5": { "action": 578, "elapsed_seconds": 13457, "turn": 2345 }, "6": { "action": 646, "elapsed_seconds": 13830, "turn": 2634 }, "7": { "action": 962, "elapsed_seconds": 15945, "turn": 3461 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "scored", "progress": 6, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 3994, "victory": false } ], "native_audit": { "ok": true, "contract": "v2", "semantics_verified": true, "complete": true, "attempts": [ { "attempt": 1, "phase": "learning", "actions": 348, "progress": 2, "max_depth": 3, "terminal": true }, { "attempt": 2, "phase": "learning", "actions": 737, "progress": 6, "max_depth": 7, "terminal": true }, { "attempt": 3, "phase": "learning", "actions": 277, "progress": 2, "max_depth": 3, "terminal": true }, { "attempt": 4, "phase": "learning", "actions": 140, "progress": 1, "max_depth": 2, "terminal": true }, { "attempt": 5, "phase": "learning", "actions": 267, "progress": 2, "max_depth": 3, "terminal": true }, { "attempt": 6, "phase": "learning", "actions": 1252, "progress": 7, "max_depth": 8, "terminal": true }, { "attempt": 7, "phase": "learning", "actions": 1011, "progress": 7, "max_depth": 8, "terminal": true }, { "attempt": 8, "phase": "learning", "actions": 639, "progress": 6, "max_depth": 7, "terminal": true }, { "attempt": 9, "phase": "scored", "actions": 646, "progress": 6, "max_depth": 7, "terminal": true }, { "attempt": 10, "phase": "scored", "actions": 1231, "progress": 6, "max_depth": 7, "terminal": true } ], "errors": [] }, "transcript_audit": { "ok": false, "log_status": "success", "samples": 1, "model_turns": 1139, "tool_calls": 1131, "findings": [ { "sample": 1, "call": 51, "function": "exec", "categories": [ "docker control" ], "snippet": "{\"input\": \"text(await tools.exec_command({cmd:\\\"cat > /workspace/brogue_notes/lessons.md <<'EOF'\\\\n# Brogue within-session learning\\\\n\\\\nOnly the documented symbolic brogue-agent client is used. No internet, seeds, engine, service files, or Docker access.\\\\n\\\\n## Trial 1 \u2014 learning \u2014 depth 3, progress 2, death to eel\\\\n- Explored levels 1\u20132 heavily, enchanted a sword to +3, found obstruction staff and life potion (max HP 30 -> 40).\\\\n- Harmful unidentified scrolls caused aggravation and summoned" } ], "execution_failures": [ { "call_id": "call_JVaEwtJNCktORRg0aHCeg32l", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_s65TPJhWWEgK5celAa7IqFRU", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_oWrlhWGVkdYnhGzoxuHZ0Ki9", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_wrkehlp7QHHtKUX06yb9RLLj", "function": "exec", "category": "agent_code_error" } ], "coverage": "complete-model-event-history" }, "provider_audit": { "model_events": 1139, "requests_inspected": 5, "request_configurations": [ { "model": "gpt-6-astra", "effort": "max", "count": 5 } ], "mismatched_requests": [], "event_configurations_inspected": 1139, "mismatched_event_configurations": [], "response_models": { "gpt-6-astra": 1139 }, "mismatched_response_models": [], "fallback_events": [], "ok": true, "model_errors": 0, "retries": 0 }, "boundary_review": { "ok": true, "scanner_ok": false, "resolved_findings": [ { "finding": { "sample": 1, "call": 51, "function": "exec", "categories": [ "docker control" ], "snippet": "{\"input\": \"text(await tools.exec_command({cmd:\\\"cat > /workspace/brogue_notes/lessons.md <<'EOF'\\\\n# Brogue within-session learning\\\\n\\\\nOnly the documented symbolic brogue-agent client is used. No internet, seeds, engine, service files, or Docker access.\\\\n\\\\n## Trial 1 \u2014 learning \u2014 depth 3, progress 2, death to eel\\\\n- Explored levels 1\u20132 heavily, enchanted a sword to +3, found obstruction staff and life potion (max HP 30 -> 40).\\\\n- Harmful unidentified scrolls caused aggravation and summoned" }, "decision": { "finding_sha256": "170aed2871f283f00cb505017b8b34d8937a1f83e00e07cbe2e4b687ed0badb3", "log_sha256": "4ea3c34eb283a31d55e4dcaa1155f0908500e8d297effe8651baa29d3e7a7f0e", "reason": "Full deduplicated call 51 (call_Y5YLELgXa26q3DZQu6D65YKo) and returned tool results were manually read. A quoted EOF heredoc writes /workspace/brogue_notes/lessons.md, including the prose sentence \"No internet, seeds, engine, service files, or Docker access.\" The two later commands are documented brogue-agent finish and start, which close learning trial 1 and begin trial 2. All three shell commands exit zero. Docker occurs only in note text; no container command or privileged access is executed. The original scanner finding is retained.", "resolution": "false_positive", "reviewed_at": "2026-09-08T14:00:20.659660+00:00" } } ], "unresolved_findings": [] }, "review": { "log": "2026-09-08T08-51-30-00-00_brogue-session_Nwa2wbXrSCjwCJkW5teevt.eval", "status": "success", "model": "brogue_astra/gpt-6-astra", "assistant_turns": 1139, "tool_calls": 1131, "tool_functions": { "exec": 1131 }, "tool_errors": 4, "execution_failures": [ { "call_id": "call_JVaEwtJNCktORRg0aHCeg32l", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_s65TPJhWWEgK5celAa7IqFRU", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_oWrlhWGVkdYnhGzoxuHZ0Ki9", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_wrkehlp7QHHtKUX06yb9RLLj", "function": "exec", "category": "agent_code_error" } ], "model_requests": 1139, "compactions": 7, "boundary_audit_ok": false, "strategy_evidence": [ "Trial 1 ended on depth 3, progress 2/52, killed by an eel. The decisive mistake was resting in shallow water after the eel submerged. Obstruction bought time but also blocked my exit, and it did not stop an enemy directly beside me. For trial 2, I\u2019m adding earlier retreat stops, checking terrain before resting, and avoiding optional swims.", "Throwing a dart onto the distant pressure plate opened the vault without crossing the holes. I chose chain mail that fits my current strength. Prioritizing conjurers also paid off: the last one died to three darts before summoning blades, with no additional damage to me.", "## Objective and constraints\n\nComplete **10 distinct Brogue CE trials**: trials **1\u20138 learning**, **9\u201310 scored**. Retrieve the Amulet on depth 26 and return to the surface alive. Continue until all 10 trials are terminal, even after success. Headline score is the best scored-trial progress, 0\u201352.\n\n- Use **only the documented `brogue-agent` symbolic client**.\n- No internet, protected seeds, service filesystem, engine binary/source, or Docker access.\n- Read `/workspace/BROGUE_GUIDE.md` (already done).\n- Use `brogue-agent overall` regularly.\n- Terminal/retired trial: `brogue-agent finish`, then `brogue-agent start`.\n- Operational backstop is 43,200 seconds, cumulative. Only roughly 20\u201325 minutes have elapsed so far; plenty remains, but complete the schedule promptly.\n- Do not spawn subagents. No relevant skill has been used.\n- Communicate meaningful commentary updates at least every 60 seconds during work.\n\n## Progress\n\n| Trial | Phase | Max depth | Progress | Result |\n|---|---|---:|---:|---|\n| 1 | Learning | 3 | 2/52 | Dead, eel |\n| 2 | Learning | 4 | 3/52 | **Currently alive, precarious** |\n| 3\u20138 | Learning | \u2014 | \u2014 | Not started |\n| 9\u201310 | Scored | \u2014 | 0 | Not started |\n\nTrial 1 is", "I\u2019ll resume the second learning trial from the jelly encounter, then carry the equipment and terrain lessons forward through the remaining trials. I\u2019ll also check the overall trial state before continuing.", "Trial 3 ended on depth 3. The decisive error was waiting for a goblin to come adjacent while it attacked from two squares away. I\u2019ve corrected that in the combat helper. The learning-trial progress is now 2, 6, 2 out of 52; trial 4 is underway.", "Trial 4 has a stronger start: 40 maximum health, 13 strength, an enchanted dagger, and incendiary darts. Testing potions on dry ground kept a confusion effect from causing a dangerous fall. The gas also confused the allied monkey, which later died in combat; I\u2019ll account for nearby allies when testing harmful potions.", "Trial 4 is trapped in caustic gas at 2 HP, with no healing or escape item, so I\u2019m retiring it. The key error was continuing to test unknown consumables while hallucinating: an accidental descent followed by aggravation brought enemies into an unfamiliar area. I\u2019ll stop identification experiments after a status effect or depth change and regain control of the situation first.", "## Objective and constraints\n\nComplete **10 distinct Brogue CE trials**: **1\u20138 learning, 9\u201310 scored**. Retrieve the Amulet on D26 and return to the surface alive. Continue until all 10 are terminal, even after success. Headline score is best scored progress, 0\u201352.\n\n- Use **only documented `brogue-agent` symbolic commands** for game access.\n- No internet, protected seeds, service filesystem, engine/source, Docker.\n- `/workspace/BROGUE_GUIDE.md` has been read.\n- `brogue-agent finish` retires/finalizes a trial; then `brogue-agent start`.\n- Check `brogue-agent overall` regularly.\n- 43,200-second cumulative backstop. Last overall check was **3,631 seconds at the end of trial 4**; several more minutes have elapsed during trial 5. Plenty remains, but finish promptly.\n- No subagents. No skills used.\n- Meaningful commentary updates at least every 60 seconds.\n\n## Progress\n\n| Trial | Phase | Max depth | Progress | Result |\n|---|---|---:|---:|---|\n| 1 | Learning | 3 | 2/52 | Dead, eel; finished |\n| 2 | Learning | 7 | 6/52 | Burned after losing to vampire bats; finished |\n| 3 | Learning | 3 | 2/52 | Dead, goblin; finished |\n| 4 | Learning | 2 | 1/52 | Retired in fatal gas trap at 2 HP; finishe", "I\u2019m resuming trial 5 by trying to reach shallow water to extinguish the fire. I\u2019ll carry the combat lessons forward and complete the remaining learning and scored trials.", "The jelly fight exposed a flaw in the helper: it chased fragments into an open room and nearly got me killed. I\u2019ve stopped automatic jelly fights in the staff policy so I can choose a narrow passage before engaging them.", "The staff policy handled an acid mound from range without injury, and the second vault supplied a ring of wisdom to help recharge it. Trial 6 is approaching depth 5 with full health and better armor, though the weak dagger still limits close combat.", "Trial 6 has reached depth 8, a new best for the learning trials. There\u2019s a captive ogre here that could become a useful ally. I\u2019ll try to remove its guard with an ambush, then give the captive room to recover.", "I\u2019ll record the current state and the lessons from trial 6 so the next agent can resume the live trial without repeating the earlier experiments.\n## Goal and constraints\n\nComplete **10 Brogue CE trials**: **1\u20138 learning, 9\u201310 scored**. Retrieve the Amulet on D26 and return to the surface alive. Continue until all 10 trials are terminal, even after success. Headline score is best scored progress, 0\u201352.\n\n- Use **only documented `brogue-agent` symbolic commands** for game access.\n- No internet, protected seeds, service filesystem, engine/source, or Docker.\n- `/workspace/BROGUE_GUIDE.md` has been read.\n- `brogue-agent finish` finalizes/retires a trial, then `brogue-agent start`.\n- Check `brogue-agent overall` regularly.\n- Backstop is 43,200 seconds. Last overall check was **5,142 seconds during trial 6**; more time has elapsed, but plenty remains. Finish the schedule promptly.\n- No subagents. No skills used.\n- Send meaningful commentary updates at least every 60 seconds.\n- **Do not neglect the two scored trials.**\n\n## Trial progress\n\n| Trial | Phase | Max depth | Progress | Result |\n|---|---|---:|---:|---|\n| 1 | Learning | 3 | 2/52 | Dead, eel; finished |\n| 2 | Learning | 7 | 6/52 | Bu", "I\u2019m continuing trial 6 from the saved state. I\u2019ll check the schedule and current position, then use the remaining learning trials to refine the approach before completing both scored trials.", "Trial 6 has reached depth 8, the best learning result so far. The strongest improvement has been reserving lightning for casters and bats; the remaining weakness is a heavy weapon that hits hard but misses often at our current strength. I\u2019m testing whether rescuing an ogre can provide enough support to continue deeper.", "A hidden door provided the route around the lava. I also found a useful counter to conjurers: discord made the summoned blades kill their caster. The helper had wasted darts on blades blocking the shot, so I changed ordinary combat automation to stop for a ranged conjurer decision.", "## Goal and constraints\n\nComplete **10 Brogue CE trials**: **1\u20138 learning, 9\u201310 scored**. Retrieve the Amulet on D26 and return alive. Continue until all ten are terminal. Headline score is the best scored progress, 0\u201352.\n\n- Only use documented **`brogue-agent` symbolic commands** for game access.\n- No internet, seeds, service filesystem, engine/source, Docker, or subagents.\n- `/workspace/BROGUE_GUIDE.md` has been read.\n- Finalize/retire with `brogue-agent finish`, then `brogue-agent start`.\n- Check `overall` regularly. Last check: **7,627 seconds elapsed**, during trial 7 D4. Roughly 1,000\u20132,000 more seconds may have elapsed. Plenty of the 43,200-second backstop remains.\n- Complete the schedule promptly; **do not leave scored trials unstarted**.\n- Commentary updates at least every 60 seconds during work.\n- No skills used.\n\n## Trial results\n\n| Trial | Phase | Max depth | Progress | Outcome |\n|---|---|---:|---:|---|\n| 1 | Learning | 3 | 2 | Dead, eel; finished |\n| 2 | Learning | 7 | 6 | Burned after bats; finished |\n| 3 | Learning | 3 | 2 | Dead, goblin; finished |\n| 4 | Learning | 2 | 1 | Retired at 2 HP in gas; finished |\n| 5 | Learning | 3 | 2 | Burned escaping conjurer; finished", "I\u2019m resuming trial 7. I\u2019ll check the experiment status, fix the ally detection error, and continue through the remaining learning and scored trials.", "The mystic died during the retreat from a large enemy group on depth 8. That exposed a weakness in the retreat policy: protection kept my HP high while the ally fell behind. I\u2019m using the remaining fire immunity potion and firebolt charges to try to contain the pursuit.", "The thrown incineration potion killed a conjurer while we withdrew, and the mace cleared the remaining jelly fragments from a doorway. The rescued goblin died fighting the jelly before I could reach it. On depth 5, I\u2019m treating allies as useful help and keeping the guardian charm ready for escapes.", "The active task is still the **10-trial Brogue experiment**. Do not stop after this checkpoint. Complete trial 8, then both scored trials 9\u201310, and report the final curve.\n\n**Constraints and tools**\n\n- Use only documented `brogue-agent` symbolic commands for game access.\n- No internet, protected seeds, service filesystem, engine/source/binary, Docker, or subagents.\n- `/workspace/BROGUE_GUIDE.md` has been read.\n- Finalize each terminal/retired trial with `brogue-agent finish`, then `brogue-agent start`.\n- Check `overall` regularly. Last check was **10,363 seconds elapsed, 32,836 remaining**; a few minutes have passed since.\n- Send meaningful commentary at least every 60 seconds.\n- No skills used. No tool sessions are pending.\n\n**Trial curve**\n\n| Trial | Phase | Max depth | Progress | Outcome |\n|---|---|---:|---:|---|\n| 1 | Learning | 3 | 2 | Eel death; finished |\n| 2 | Learning | 7 | 6 | Burned after bats; finished |\n| 3 | Learning | 3 | 2 | Goblin death; finished |\n| 4 | Learning | 2 | 1 | Retired in gas at 2 HP; finished |\n| 5 | Learning | 3 | 2 | Burned escaping conjurer; finished |\n| 6 | Learning | 8 | 7 | Retired at 3 HP pursued by ogre; finished |\n| 7 | Learning | 8 | 7 | Reti", "I\u2019m continuing the eighth learning trial from the healthy position on depth 5. I\u2019ll use the remaining learning run to refine combat and escape decisions, then complete both scored trials and report the full progress curve.", "All eight learning trials are complete, with progress values of 2, 6, 2, 1, 2, 7, 7, and 6. The first scored trial is now underway. I\u2019ve changed the travel helper to stop for nearby threats, and I\u2019ll prioritize usable offense and a reserved answer for conjurers.", "I\u2019m back at full health on depth 3, now with strength 14 and a known incineration potion reserved for a caster. The last unidentified potion was invisibility, which gives me a brief chance to scout the next floor with less risk of waking enemies.", "I\u2019m recording the checkpoint for the final scored trial. I\u2019ll first let the current exploration helper finish so the handoff contains a settled game state.\nThe active task is the **10-trial Brogue experiment**. Trials 1\u20139 are finished. **Trial 10, the final scored trial, is running and must be completed.** No Amulet has been acquired.\n\n**First action after resuming:** finish polling the pending helper before issuing another game command.\n\n```javascript\ntext(await tools.write_stdin({\n session_id: 13695,\n chars: \"\",\n yield_time_ms: 1000,\n max_output_tokens: 6000\n}));\n```\n\nThat session runs:\n\n```bash\npython /workspace/play.py auto 100 fight\n```\n\nIts last returned output was **trial 10, D2, T782, HP 26/30**, immediately after killing a jackal. It may have advanced further. Once the session finishes, obtain a fresh observation.\n\nThe user requires normal Brogue, only the documented symbolic `brogue-agent` client, and completion of all ten trials. **No internet, protected seeds, service filesystem, engine/source/binary, Docker, or subagents.** Read-only game inspection is free of game turns. `/workspace/BROGUE_GUIDE.md` has been read. No skills are in use.\n\nUse `brogue-agent finish` t", "The staff is conjuration: it creates friendly blades that distract and chip away at enemies. I\u2019ve also found a second staff and reached strength 14. I corrected the helper to inspect blade allegiance, because friendly blades are absent from the usual ally sidebar and could otherwise be mistaken for enemies.", "The first conjurer encounter went well: friendly blades held the fight in place, and the newly enchanted broadsword finished the caster with one hit. I lost no health. That combination gives this run a more effective answer to an enemy that ended several earlier attempts.", "I\u2019ll save the current trial state and the new findings so the next continuation can resume without replaying actions.\nThe active task is the **10-trial Brogue experiment**. Trials 1\u20139 are finished. **Trial 10, the final scored trial, is still running and must be completed.** No Amulet has been acquired.\n\n**No helper is pending.** The last command completed successfully. Start with a fresh observation and `overall`, then recover health before exploring further.\n\n```bash\npython /workspace/play.py obs\nbrogue-agent overall\n```\n\n## Current state\n\n**Trial 10, D6, T2983, player `(61,21)`, HP 15/40, strength 14, Armor 4, gold 1153.** No current harmful status and no visible monsters.\n\nThe player is in a chamber whose **two vampire bats and a following pink jelly have all been killed**. The last action consumed a scroll of recharging:\n\n> \u201cA surge of energy courses through your pack, recharging your staffs.\u201d\n\nBoth staffs have just been recharged. Their exact capacities remain unidentified.\n\nNearby:\n\n- Recoverable **+0 dart at `(56,26)`**.\n- **121 gold at `(57,21)`**.\n- Discovered **caustic gas trap around `(59,22)`**; verify the coordinate before manual movement.\n- The chamber\u2019s entrance is ", "The final trial ended on D7. The retreat entered paralysis gas, and a vampire bat killed the character while movement was disabled. I\u2019m finalizing trial 10 and recording the full progress curve, including which changes helped and which risks remained unresolved.", "All 10 trials are terminal and finalized (`overall.complete = true`). **Best scored progress: 6/52**, with both scored trials reaching depth 7. **No trial acquired the Amulet; the ascension objective was not achieved.**\n\n| Trial | Phase | Max depth | Progress /52 | Outcome |\n|---:|---|---:|---:|---|\n| 1 | Learning | 3 | 2 | Killed by eel |\n| 2 | Learning | 7 | 6 | Burned to death |\n| 3 | Learning | 3 | 2 | Killed by goblin |\n| 4 | Learning | 2 | 1 | Retired in caustic gas |\n| 5 | Learning | 3 | 2 | Burned to death |\n| 6 | Learning | 8 | 7 | Retired while pursued by ogre |\n| 7 | Learning | 8 | 7 | Retired with ogre and bats nearby |\n| 8 | Learning | 7 | 6 | Retired in gas with spectral blades |\n| 9 | Scored | 7 | 6 | Retired at 2 HP after a fall |\n| 10 | Scored | 7 | 6 | Killed by vampire bat while paralyzed |\n\nThe progress curve was **2, 6, 2, 1, 2, 7, 7, 6 | 6, 6**, with the divider marking the scored trials.\n\nThe experience supported several policy changes:\n\n- **Develop usable offense early.** Concentrated weapon enchantments improved ordinary fights. Trial 10\u2019s broadsword handled goblins, conjurers, and jelly fragments well, although its remaining strength penalty left only a 63" ], "final_response": "All 10 trials are terminal and finalized (`overall.complete = true`). **Best scored progress: 6/52**, with both scored trials reaching depth 7. **No trial acquired the Amulet; the ascension objective was not achieved.**\n\n| Trial | Phase | Max depth | Progress /52 | Outcome |\n|---:|---|---:|---:|---|\n| 1 | Learning | 3 | 2 | Killed by eel |\n| 2 | Learning | 7 | 6 | Burned to death |\n| 3 | Learning | 3 | 2 | Killed by goblin |\n| 4 | Learning | 2 | 1 | Retired in caustic gas |\n| 5 | Learning | 3 | 2 | Burned to death |\n| 6 | Learning | 8 | 7 | Retired while pursued by ogre |\n| 7 | Learning | 8 | 7 | Retired with ogre and bats nearby |\n| 8 | Learning | 7 | 6 | Retired in gas with spectral blades |\n| 9 | Scored | 7 | 6 | Retired at 2 HP after a fall |\n| 10 | Scored | 7 | 6 | Killed by vampire bat while paralyzed |\n\nThe progress curve was **2, 6, 2, 1, 2, 7, 7, 6 | 6, 6**, with the divider marking the scored trials.\n\nThe experience supported several policy changes:\n\n- **Develop usable offense early.** Concentrated weapon enchantments improved ordinary fights. Trial 10\u2019s broadsword handled goblins, conjurers, and jelly fragments well, although its remaining strength penalty left only a 63% hit chance against bats.\n- **Combine staff control with a melee finish.** In trial 10, this cleared a D6 conjurer without health loss and a D7 centipede without health or strength loss. Summons alone were much less effective against bat packs.\n- **Verify current terrain before resting or retreating.** A bloat\u2019s gas reached seven tiles away. The final retreat entered a recently activated paralysis-gas room; remembered floor descriptions under darkness did not establish that it was clear.\n- **Pause automation at meaningful interruptions.** I corrected ally recognition and added stops for threats, damage, theft, and harmful statuses. The final log also exposed automatic message acknowledgement bypassing the outer guards. That was fixed and checked against recorded observations after the schedule ended.\n\nLater learning runs reached D7\u20138 more consistently, but scored progress plateaued at D7. I still overcommitted to bat packs without reliable healing or escape, and the final retreat route compounded that mistake.\n\nSaved the [trial results](/workspace/brogue_notes/results.csv), [detailed lessons](/workspace/brogue_notes/lessons.md), and [final official state](/workspace/brogue_notes/final-overall.json)." }, "cost": { "log": "2026-09-08T08-51-30-00-00_brogue-session_Nwa2wbXrSCjwCJkW5teevt.eval", "status": "success", "models": { "brogue_astra/gpt-6-astra": { "estimated_usd": 212.936735, "requests": 1139, "long_context_requests": 0 } }, "estimated_usd": 212.936735, "priced_subtotal_usd": 212.936735, "pricing_complete": true, "missing_usage_requests": 0, "unpriced_models": {}, "cache_write_ttl": null }, "transcript": "astra-max-complete-v5-astra-codex-max-sample-01/transcript.html", "transcript_messages": 2284, "workspace_snapshot_at": "2026-09-08T13:54:28.375691+00:00", "workspace_files": [ { "name": "BROGUE_GUIDE.md", "path": 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"death_cause": "spectral blade", "depth": 3, "finished": true, "max_depth": 3, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 222, "cause": "spectral blade", "elapsed_seconds": 304, "turn": 1172 }, "depths": { "1": { "action": 0, "elapsed_seconds": 26, "turn": 0 }, "2": { "action": 60, "elapsed_seconds": 111, "turn": 451 }, "3": { "action": 156, "elapsed_seconds": 213, "turn": 939 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 2, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 1172, "victory": false }, { "actions": 52, "amulet_acquired": false, "attempt_index": 2, "can_act": false, "death": true, "death_cause": "Killed by a cloud of caustic gas", "depth": 2, "finished": true, "max_depth": 2, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 52, "cause": "Killed by a cloud of caustic gas", 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"attempt_index": 5, "can_act": false, "death": true, "death_cause": "pink jelly", "depth": 4, "finished": true, "max_depth": 4, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 347, "cause": "pink jelly", "elapsed_seconds": 1286, "turn": 2288 }, "depths": { "1": { "action": 0, "elapsed_seconds": 1011, "turn": 0 }, "2": { "action": 87, "elapsed_seconds": 1078, "turn": 902 }, "3": { "action": 145, "elapsed_seconds": 1093, "turn": 1301 }, "4": { "action": 225, "elapsed_seconds": 1114, "turn": 1852 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 3, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 2288, "victory": false }, { "actions": 334, "amulet_acquired": false, "attempt_index": 6, "can_act": false, "death": true, "death_cause": "jackal", "depth": 3, "finished": true, "max_depth": 3, "milestones": { "amulet": null, 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"success", "model": "brogue_astra/gpt-6-astra", "assistant_turns": 512, "tool_calls": 509, "tool_functions": { "exec": 509 }, "tool_errors": 1, "execution_failures": [ { "call_id": "call_XAG58UgvEmb5LQrfTV5zYwlh", "function": "exec", "category": "agent_code_error" } ], "model_requests": 512, "compactions": 2, "boundary_audit_ok": true, "strategy_evidence": [ "I\u2019ll read the guide, check the trial schedule, and begin the first learning run. I\u2019ll keep notes on failures and policy changes as I work through all 10 trials.", "Learning trial 1 ended on depth 3, for 2/52 progress. The fatal mistake was spending too many turns fighting summoned blades while their conjurer remained alive. Killing the earlier conjurer dismissed all its blades, so I\u2019ll prioritize the summoner and use ranged attacks sooner.", "Learning trial 2 ended on depth 2, for 1/52 progress. The recovery rule treated \u201cno nearby monster\u201d as safe and rested repeatedly in caustic gas. I\u2019m changing it to stop as soon as resting causes damage and to check terrain hazards before healing or testing items.", "Trial 3 reached depth 4, for 3/52 progress. Melee against an acid mound ruined the dagger and leather armor, leaving the character poorly equipped for further combat. I\u2019m retiring this learning run and adding a firm rule to avoid melee with corrosive enemies.", "Learning trial 4 ended on depth 2, again at 1/52. The gas escape rule failed by switching between boundary squares as the cloud expanded. I\u2019ll give it a fixed destination beyond the cloud and stop automation if escape keeps costing health. This run did confirm that a freed captive becomes an ally, which the helper now recognizes.", "Learning trial 5 ended on depth 4, for 3/52. The speed escape worked, but returning to fight jellies in open terrain led to another surround. I also identified a lightning staff too late to make much use of it. For the remaining learning runs, I\u2019ll identify staves earlier and pause before fighting splitting enemies without a narrow approach.", "Learning trial 6 ended on depth 3, for 2/52. The revised gas escape worked, but three jackals overwhelmed a rule that treated each jackal as a minor threat. I\u2019ll assess nearby groups together and use a higher escape threshold when several enemies can attack at once.", "Learning trial 7 ended on depth 2, for 1/52. Eels did most of the damage, and a rat killed the character as it reached dry ground. Invisibility did not make recovery in shallow water safe. I\u2019ll leave water immediately when injured and route to a dry square with space from nearby enemies.", "The last learning run has reached depth 3. It escaped a gas exposure and recovered without the earlier oscillation. I\u2019m also making temporary escape destinations specific to their floor so a fall cannot leave the helper following a destination from the level above.", "All eight learning trials are complete. Trial 8 ended on depth 4, for 3/52: an unidentified potion caused a fire, and a monkey delivered the final blow. Testing it before full recovery was a mistake; the size of an unidentified stack is not evidence that it is beneficial.\n\nI\u2019m starting the two scored trials with stricter potion-testing conditions, earlier stops for dangerous terrain and groups, and more exploration of the early floors to build a usable set of equipment.", "The task is to complete **10 distinct normal Brogue CE trials: 8 learning, then 2 scored**, aiming to retrieve the Amulet on depth 26 and ascend alive. **All 8 learning trials are terminal; scored trial 9 has just started and is running a bounded helper batch. Trial 10 remains unstarted.** Continue until both scored trials are terminal, even if successful.\n\n## Constraints and workflow\n\n- Use **only the documented `brogue-agent` symbolic client**. No internet, seeds, service filesystem, engine binary, Docker, native restart/save/load/debug.\n- Guide already read: `/workspace/BROGUE_GUIDE.md`.\n- Commands:\n - `brogue-agent overall` \u2014 check schedule/time/progress regularly.\n - `brogue-agent start` \u2014 starts next trial.\n - `brogue-agent finish` \u2014 terminalizes current trial; then separately `start`.\n - `brogue-agent observe --json` \u2014 full structured observation, screen, rendering.\n - `brogue-agent observe` / `--full` \u2014 readable map/screen.\n - `brogue-agent act ACTION`.\n- Time backstop 14400 seconds cumulative. Last check: **elapsed ~2083 s, remaining 12317 s**. Complete promptly, don't aim to exhaust time.\n- No subagents authorized.\n- Give concise commentary updates at least roughly ", "The eight learning trials are complete. I\u2019m continuing the first scored trial, focusing on early equipment gains and retreating before enemies can surround me.", "This run is in trouble on depth 2: two jackals and a kobold surrounded the character. Retreating has still allowed the fast jackals to hit, so I\u2019m trying the wand to break the encounter. The policy needs to react to packs before they reach melee range.", "The first scored trial ended on depth 2, for 1/52 progress. The final trial has started. I\u2019ve changed the helper to stop when a pack approaches and to use darts earlier; I\u2019ll also handle unknown consumables manually so terrain and escape routes are checked before use.", "The gas-escape logic failed again: it chose new destinations as the cloud spread and kept the character inside it. Manual movement through a corridor got clear with 1 HP remaining. I\u2019m disabling automated gas handling and checking recovery before taking another exploration step.", "The final trial has reached depth 5, exceeding every learning trial\u2019s depth. Several more jelly encounters were survivable with the enchanted sword. The main weaknesses are now armor and supplies, so I\u2019m looking for upgrades while keeping the tactical stops active.", "A goblin totem was hastening enemies near the stairs. That group is now defeated, but the fight exposed another policy issue: stair travel could run before threat handling. I\u2019m correcting that order and exploring more of this floor for supplies before descending.", "On depth 6, the helper stopped before attacking a sleeping bloat two tiles away. I\u2019m routing away from it now. This is the earlier intervention that the gas failures called for.", "The unknown wand turned out to be polymorphism and changed a goblin into a wisp, adding a fire threat. I backed out of the totem\u2019s sight and recovered to full health. I\u2019ll keep that wand for stronger threats where a transformation has a better chance of helping.", "Polymorphism proved riskier than expected: it changed a summoning warlord into a much stronger vampire. A second charge changed the vampire into a jackal, which is now dead. I\u2019m finishing the remaining goblins from behind a corner and treating polymorphism as an emergency gamble.", "## Task and constraints\n\nComplete **10 normal Brogue CE trials: 8 learning, then 2 scored**, seeking the Amulet on D26 and returning alive. **Trials 1\u20139 are terminal. Trial 10 is active on D7, progress 6/52.** Continue until trial 10 is terminal; do not stop merely because the score improved.\n\nUse **only documented `brogue-agent` symbolic client**. No internet, seeds, engine/service filesystem, Docker, native restart/debug/replay/save/load. Guide read: `/workspace/BROGUE_GUIDE.md`.\n\nCommands:\n- `brogue-agent observe --json` / `observe --full`\n- `brogue-agent act ACTION`\n- `brogue-agent overall` regularly\n- `brogue-agent finish` terminalizes current trial (also mark finished after death)\n- Schedule complete only when all10 terminal. No more starts needed.\n- Deadline cumulative 14400 seconds. Last overall at elapsed **3864**, remaining **10535**; another ~10 minutes may have elapsed since. Ample time, but finish promptly, don't exhaust backstop.\n- No subagents authorized.\n- Keep commentary updates ~every60 seconds.\n- Current user specifically requested this handoff summary.\n\n## Results\n\n| Trial | Phase | Max depth | Progress | Outcome |\n|---|---|---:|---:|---|\n|1|learning|3|2|spectra", "The route to the ration was too long. Starvation began during the detour, and the character is now at 3/40 health with no food or healing items. I\u2019m making the last attempt to open a shortcut toward it; the final trial has reached depth 8 but is unlikely to survive.", "All 10 trials are now terminal, and `overall` confirms the experiment is complete. The best scored result is 7/52, reaching depth 8. The final trial ended in starvation; none retrieved the Amulet. I\u2019m recording the final curve and separating the adaptations that helped from the resource-management failures that remained.", "Completed all **10 trials**: 8 learning and 2 scored. `overall` confirms completion.\n\n**Headline score: 7/52**, reaching depth 8 in the final scored trial. No trial retrieved the Amulet or returned successfully.\n\n| Trial | Phase | Max depth | Progress /52 | Outcome |\n|---|---|---:|---:|---|\n| 1 | Learning | 3 | 2 | Spectral blade |\n| 2 | Learning | 2 | 1 | Caustic gas |\n| 3 | Learning | 4 | 3 | Retired after equipment corrosion |\n| 4 | Learning | 2 | 1 | Caustic gas |\n| 5 | Learning | 4 | 3 | Pink jelly |\n| 6 | Learning | 3 | 2 | Jackal |\n| 7 | Learning | 2 | 1 | Rat, after eel damage |\n| 8 | Learning | 4 | 3 | Monkey while burning |\n| 9 | Scored | 2 | 1 | Jackal |\n| 10 | Scored | 8 | 7 | Starvation |\n\nProgress curve: **2, 1, 3, 1, 3, 2, 1, 3, 1, 7**.\n\nThe experience supported several strategy changes:\n\n- **Stronger equipment and selective combat helped.** The enchanted broadsword improved weak-enemy and jelly fights, though strength requirements still hurt accuracy.\n- **Hazards needed deliberate handling.** A planned ranged bloat kill and retreat caused no gas damage. Later, spreading gas reached an attempted resting spot, showing that distance from monsters alone was insufficient" ], "final_response": "Completed all **10 trials**: 8 learning and 2 scored. `overall` confirms completion.\n\n**Headline score: 7/52**, reaching depth 8 in the final scored trial. No trial retrieved the Amulet or returned successfully.\n\n| Trial | Phase | Max depth | Progress /52 | Outcome |\n|---|---|---:|---:|---|\n| 1 | Learning | 3 | 2 | Spectral blade |\n| 2 | Learning | 2 | 1 | Caustic gas |\n| 3 | Learning | 4 | 3 | Retired after equipment corrosion |\n| 4 | Learning | 2 | 1 | Caustic gas |\n| 5 | Learning | 4 | 3 | Pink jelly |\n| 6 | Learning | 3 | 2 | Jackal |\n| 7 | Learning | 2 | 1 | Rat, after eel damage |\n| 8 | Learning | 4 | 3 | Monkey while burning |\n| 9 | Scored | 2 | 1 | Jackal |\n| 10 | Scored | 8 | 7 | Starvation |\n\nProgress curve: **2, 1, 3, 1, 3, 2, 1, 3, 1, 7**.\n\nThe experience supported several strategy changes:\n\n- **Stronger equipment and selective combat helped.** The enchanted broadsword improved weak-enemy and jelly fights, though strength requirements still hurt accuracy.\n- **Hazards needed deliberate handling.** A planned ranged bloat kill and retreat caused no gas damage. Later, spreading gas reached an attempted resting spot, showing that distance from monsters alone was insufficient.\n- **Terrain enabled survival.** Tunneling opened escape routes, and a corner outside a turret\u2019s line of sight allowed recovery from 5 HP.\n- **Unidentified magic remained risky.** Disappearance did not establish teleportation; polymorphism produced both a vampire and an acid mound.\n- **Nutrition became the decisive failure.** Repeated fights and recovery consumed the food reserve. The final trial found a ration across a chasm but starved during the detour.\n\nThe final scored run exceeded every learning run, but different dungeons and only two scored trials limit causal claims about the improvement.\n\nDetailed results and lessons are saved in [RESULTS.md](/workspace/RESULTS.md)." }, "cost": { "log": "2026-09-07T14-03-00-00-00_brogue-session_gDFRUhVCZnnjPXBrKJAWLe.eval", "status": "success", "models": { "brogue_astra/gpt-6-astra": { "estimated_usd": 79.398077, "requests": 512, "long_context_requests": 0 } }, "estimated_usd": 79.398077, "priced_subtotal_usd": 79.398077, "pricing_complete": true, "missing_usage_requests": 0, "unpriced_models": {}, "cache_write_ttl": null }, "transcript": "astra-medium-main-v3-astra-codex-medium-sample-01/transcript.html", "transcript_messages": 1030, "workspace_snapshot_at": "2026-09-07T15:32:43.950781+00:00", "workspace_files": [ { "name": "BROGUE_GUIDE.md", "path": 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"ascension", "outcome": "finished", "phase": "learning", "progress": 6, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 5476, "victory": false }, { "actions": 176, "amulet_acquired": false, "attempt_index": 5, "can_act": false, "death": true, "death_cause": "goblin totem", "depth": 4, "finished": true, "max_depth": 4, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 176, "cause": "goblin totem", "elapsed_seconds": 2406, "turn": 1224 }, "depths": { "1": { "action": 0, "elapsed_seconds": 2142, "turn": 0 }, "2": { "action": 49, "elapsed_seconds": 2181, "turn": 301 }, "3": { "action": 136, "elapsed_seconds": 2255, "turn": 1018 }, "4": { "action": 145, "elapsed_seconds": 2257, "turn": 1048 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 3, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 1224, "victory": false }, { "actions": 401, "amulet_acquired": false, "attempt_index": 6, "can_act": false, "death": false, "death_cause": null, "depth": 4, "finished": true, "max_depth": 5, "milestones": { "amulet": null, "ascent": {}, "death": null, "depths": { "1": { "action": 0, "elapsed_seconds": 2438, "turn": 0 }, "2": { "action": 47, "elapsed_seconds": 2462, "turn": 544 }, "3": { "action": 124, "elapsed_seconds": 2520, "turn": 982 }, "4": { "action": 142, "elapsed_seconds": 2543, "turn": 1124 }, "5": { "action": 314, "elapsed_seconds": 2735, "turn": 2198 } }, "victory": null }, "objective": "ascension", "outcome": "finished", "phase": "learning", "progress": 4, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 2289, "victory": false }, { "actions": 231, "amulet_acquired": false, "attempt_index": 7, "can_act": false, "death": true, "death_cause": "rat", "depth": 3, "finished": true, "max_depth": 3, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 231, "cause": "rat", "elapsed_seconds": 3137, "turn": 786 }, "depths": { "1": { "action": 0, "elapsed_seconds": 3012, "turn": 0 }, "2": { "action": 153, "elapsed_seconds": 3065, "turn": 471 }, "3": { "action": 195, "elapsed_seconds": 3084, "turn": 761 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 2, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 786, "victory": false }, { "actions": 596, "amulet_acquired": false, "attempt_index": 8, "can_act": false, "death": true, "death_cause": "pink jelly", "depth": 4, "finished": true, "max_depth": 4, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 596, "cause": "pink jelly", "elapsed_seconds": 3861, "turn": 2338 }, "depths": { "1": { "action": 0, "elapsed_seconds": 3161, "turn": 0 }, "2": { "action": 231, "elapsed_seconds": 3233, "turn": 816 }, "3": { "action": 418, "elapsed_seconds": 3441, "turn": 1482 }, "4": { "action": 543, "elapsed_seconds": 3667, "turn": 2168 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 3, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 2338, "victory": false }, { "actions": 314, "amulet_acquired": false, "attempt_index": 9, "can_act": false, "death": true, "death_cause": "Burned to death", "depth": 2, "finished": true, "max_depth": 2, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 314, "cause": "Burned to death", "elapsed_seconds": 4272, "turn": 1185 }, "depths": { "1": { "action": 0, "elapsed_seconds": 3910, "turn": 0 }, "2": { "action": 205, "elapsed_seconds": 4043, "turn": 640 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "scored", "progress": 1, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 1185, "victory": false }, { "actions": 968, "amulet_acquired": false, "attempt_index": 10, "can_act": false, "death": true, "death_cause": "Starved to death", "depth": 8, "finished": false, "max_depth": 8, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 968, "cause": "Starved to death", "elapsed_seconds": 7457, "turn": 3734 }, "depths": { "1": { "action": 0, "elapsed_seconds": 4302, "turn": 0 }, "2": { "action": 112, "elapsed_seconds": 4461, "turn": 745 }, "3": { "action": 208, "elapsed_seconds": 4738, "turn": 1268 }, "4": { "action": 475, "elapsed_seconds": 6174, "turn": 2465 }, "5": { "action": 538, "elapsed_seconds": 6457, "turn": 2582 }, "6": { "action": 772, "elapsed_seconds": 7133, "turn": 3256 }, "7": { "action": 893, "elapsed_seconds": 7263, "turn": 3411 }, "8": { "action": 938, "elapsed_seconds": 7365, "turn": 3495 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "scored", "progress": 7, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 3734, "victory": false } ], "native_audit": { "ok": true, "contract": "v2", "semantics_verified": true, "complete": true, "attempts": [ { "attempt": 1, "phase": "learning", "actions": 156, "progress": 1, "max_depth": 2, "terminal": true }, { "attempt": 2, "phase": "learning", "actions": 268, "progress": 3, "max_depth": 4, "terminal": true }, { "attempt": 3, "phase": "learning", "actions": 318, "progress": 3, "max_depth": 4, "terminal": true }, { "attempt": 4, "phase": "learning", "actions": 1027, "progress": 6, "max_depth": 7, "terminal": true }, { "attempt": 5, "phase": "learning", "actions": 176, "progress": 3, "max_depth": 4, "terminal": true }, { "attempt": 6, "phase": "learning", "actions": 401, "progress": 4, "max_depth": 5, "terminal": true }, { "attempt": 7, "phase": "learning", "actions": 231, "progress": 2, "max_depth": 3, "terminal": true }, { "attempt": 8, "phase": "learning", "actions": 596, "progress": 3, "max_depth": 4, "terminal": true }, { "attempt": 9, "phase": "scored", "actions": 314, "progress": 1, "max_depth": 2, "terminal": true }, { "attempt": 10, "phase": "scored", "actions": 968, "progress": 7, "max_depth": 8, "terminal": true } ], "errors": [] }, "transcript_audit": { "ok": false, "log_status": "success", "samples": 1, "model_turns": 577, "tool_calls": 574, "findings": [ { "sample": 1, "call": 71, "function": "exec", "categories": [ "network utility" ], "snippet": "{\"input\": \"text(await tools.exec_command({cmd:\\\"cat > /workspace/nav.py <<'PY'\\\\nfrom play import *\\\\nimport heapq\\\\n\\\\ndef path(o,target,avoid=True):\\\\n p=o['player']; start=(p['x'],p['y']); g=[r[21:].ljust(79) for r in o['screen'][3:32]]; ms={(e['x'],e['y']) for e in o['visible_monsters']}\\\\n q=[(0,start)]; cost={start:0}; prev={}; dirs=[(dx,dy) for dx in [-1,0,1] for dy in [-1,0,1] if dx or dy]\\\\n def ok(x,y): return 0<=x<79 and 0<=y<29 and g[y][x] not in '# \u2237\u2248' and (x,y) not in ms\\\\n while q" } ], "execution_failures": [ { "call_id": "call_uLaMQaQIsbOS2I1pnzkId9Ol", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_5CVGYSZjDnJTUySQpzADQtPW", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_FHhoRtJJGn04QGjKJxIwqQIv", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_165jO7uY7HUWs7tD02iNlU4R", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_551WKWZzU7gpjbsartTV8D3i", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_rSBhWoaXsD7ryzTgH7hNKgPI", "function": "exec", "category": "agent_code_error" }, { "call_id": "call_M1k7s8Hn6TEHtcYrSPEoEKsm", "function": "exec", "category": "agent_code_error" } ], "coverage": "complete-model-event-history" }, "provider_audit": { "model_events": 577, "requests_inspected": 5, "request_configurations": [ { "model": "gpt-6-astra", "effort": "medium", "count": 5 } ], "mismatched_requests": [], "event_configurations_inspected": 577, "mismatched_event_configurations": [], "response_models": { "gpt-6-astra": 577 }, "mismatched_response_models": [], "fallback_events": [], "ok": true, "model_errors": 0, "retries": 0 }, "boundary_review": { "ok": true, "scanner_ok": false, "resolved_findings": [ { "finding": { "sample": 1, "call": 71, "function": "exec", "categories": [ "network utility" ], "snippet": "{\"input\": \"text(await tools.exec_command({cmd:\\\"cat > /workspace/nav.py <<'PY'\\\\nfrom play import *\\\\nimport heapq\\\\n\\\\ndef path(o,target,avoid=True):\\\\n p=o['player']; start=(p['x'],p['y']); g=[r[21:].ljust(79) for r in o['screen'][3:32]]; ms={(e['x'],e['y']) for e in o['visible_monsters']}\\\\n q=[(0,start)]; cost={start:0}; prev={}; dirs=[(dx,dy) for dx in [-1,0,1] for dy in [-1,0,1] if dx or dy]\\\\n def ok(x,y): return 0<=x<79 and 0<=y<29 and g[y][x] not in '# \u2237\u2248' and (x,y) not in ms\\\\n while q" }, "decision": { "finding_sha256": "a132a58194171c9cb631bbc33e89492c4d73f05773f50acc7b038d4de96abd1d", "log_sha256": "9cd42ea7b7f01a0d6697a1facc09ecf3f0085c7f914f1176cee31d546abe4864", "reason": "Full deduplicated call71 (call_YL9BvOCiqGS0QGC7Kgkb2Y4H) and its tool result were manually read. A quoted Python heredoc writes nav.py, then runs that public-client helper. The scanner matches nc followed by a semicolon in Python cost[v]=nc;prev[v]=u. nc is the numeric path cost variable, not a netcat command. The successful tool output shows navigation stopping on game damage at trial3/turn1817. No network command or privileged access is present. Original scanner finding retained.", "resolution": "false_positive", "reviewed_at": "2026-09-07T16:13:02.465281+00:00" } } ], "unresolved_findings": [] }, "review": { "log": "2026-09-07T14-03-00-00-00_brogue-session_ZJPv2RFsVxnGsMnCiHzAYS.eval", "status": "success", "model": "brogue_astra/gpt-6-astra", "assistant_turns": 577, "tool_calls": 574, "tool_functions": { "exec": 574 }, "tool_errors": 7, "execution_failures": [ { "call_id": "call_uLaMQaQIsbOS2I1pnzkId9Ol", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_5CVGYSZjDnJTUySQpzADQtPW", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_FHhoRtJJGn04QGjKJxIwqQIv", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_165jO7uY7HUWs7tD02iNlU4R", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_551WKWZzU7gpjbsartTV8D3i", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_rSBhWoaXsD7ryzTgH7hNKgPI", "function": "exec", "category": "agent_code_error" }, { "call_id": "call_M1k7s8Hn6TEHtcYrSPEoEKsm", "function": "exec", "category": "agent_code_error" } ], "model_requests": 577, "compactions": 2, "boundary_audit_ok": false, "strategy_evidence": [ "I\u2019ll read the guide, check the trial schedule, and start the first dungeon. I\u2019ll record what causes failures and use the eight learning trials to refine the policy for the scored runs.", "The first trial has exposed two controller issues: some decisions appear in centered dialogs, and `confirm` is needed to dismiss \u201cMORE\u201d messages. I also learned that reading an unknown enchantment scroll commits to choosing an item, so I\u2019ll wait for a useful upgrade target before testing scrolls in later trials.", "Trial 1 ended on depth 2, with 1/52 progress. An eel and a jackal wore down my health, and I made a costly mistake by resting while they could still attack. For trial 2, I\u2019ll retreat from water threats sooner, recover only when clear of enemies, and use darts before enemies reach melee range.", "Trial 2 reached depth 4, improving to 3/52. It died in a bloat\u2019s caustic cloud because the recovery rule kept resting when no monster was visible. I\u2019m adding a separate hazard check: gas damage, burning, and poison will interrupt automation before it chooses to rest.", "Trial 4 has survived the fights that ended the earlier runs and is still exploring depth 4. The hazard stop also caught an incineration potion in time to use fire immunity. Poisonous terrain is the next check: I\u2019ll move clear of it before attempting recovery.", "Trial 4 is on depth 5, at 4/52 progress. It has survived several fights and recovered afterward, but frequent resting and the lack of better armor or a staff are limiting it. I\u2019m preserving the useful combat and hazard changes while looking for a route downward that avoids further costly fights.", "Trial 4 reached depth 7 but is now at 14 HP near several goblins and a ranged totem after a paralysis trap. With little useful reserve, I\u2019m retiring it at 6/52 and moving to learning trial 5. The next run will test earlier descent: gather supplies on the first few floors, then take discovered stairs instead of clearing every room.", "Trial 5 died to a goblin totem on depth 4, scoring 3/52. Earlier descent did not help with only 12 strength and a +1 dagger. Levitation opened an escape over lava, but my route initially favored nearby land and kept me exposed. The next policy will favor direct flight paths while levitating and require stronger equipment before switching to early descent.", "Trial 6 reached depth 5, but another jelly fight has left it at 5 HP. Clearing the weakest jelly fragments first let a kobold keep attacking; target choice needs to account for damage and likely hits to kill, not just the displayed health percentage. The gas-escape changes worked in this run, but combat and equipment remain the main limits.", "We are playing **Brogue CE via documented symbolic `brogue-agent` client only**, aiming to retrieve Amulet on depth 26 and ascend alive. User requires **10 distinct trials: 8 learning, 2 scored**, all terminal even after success. Best scored progress is headline (0\u201352). Cumulative backstop 14,400 seconds; about **~11,500 seconds remained at last check** (roughly 45\u201350 minutes elapsed now). Need finish schedule promptly, but plenty of time. Internet, seeds, service filesystem, engine binary, Docker forbidden. Only symbolic client and our own workspace programs/logs used. No subagents authorized. Regular commentary updates and `overall` checks required.\n\nRead `/workspace/BROGUE_GUIDE.md` already. Key client:\n- `brogue-agent overall`, `start`, `finish` (finish terminalizes live run; start separately).\n- `observe --json` gives `observation` + `status`. `observation.player` null terminal.\n- `act explore`, `travel X Y`, `descend`, `ascend`, `move DIR`, `rest`, `wait`, `search`, `apply LETTER`, `equip`, `unequip`, `throw LETTER X Y`, `target X Y`, `select KEY`, `confirm`, `enter`, `cancel`, `yes`.\n- `confirm` dismisses **--MORE--**, **enter often does not**.\n- Throws sometimes execute imm", "I\u2019ll continue the sixth learning trial from the saved state, then complete the remaining four trials. I\u2019ll check the current game state and schedule before acting.", "The jelly followed me upstairs and kept pace during the retreat. Trial 6 is now at 1 HP with no escape item, so I\u2019m retiring it. For the next trials, I\u2019ll pay closer attention to early equipment rooms and combat positioning; retreating after health is nearly gone has repeatedly failed.", "Trial 7 ended on depth 3 after a potion of descent dropped me into a jelly fight. The log shows a specific mistake: throwing darts at the jelly split it several times before it reached me, creating a surround. I\u2019m removing that behavior and making the controller pause on jellies, casters, and other dangerous encounters so I can choose terrain before fighting.", "I\u2019ve reached depth 5, for progress 4/52. The water crossing cost supplies, including my carried food, so finding food is now a priority.\n\nI also fixed a navigation bug that continued moving after a floor transition and briefly sent me back and forth on the stairs. The helper now stops as soon as depth changes.", "We are playing **Brogue CE using only the documented symbolic `brogue-agent` client**, aiming to retrieve the Amulet on depth 26 and ascend alive. User requires **10 trials: 8 learning, 2 scored**, all terminal. **Trials 1\u20139 are terminal; trial 10 is currently alive on depth 5.** Continue this final trial, then report the full progress curve and supported strategy changes.\n\n### Constraints and schedule\n\n- Read `/workspace/BROGUE_GUIDE.md` already, including again after the prior handoff.\n- **Only symbolic client and our own workspace files/programs.** No internet, seeds, engine/service filesystem, Docker.\n- No subagents authorized.\n- Give concise commentary updates roughly every minute of work. Check `overall` regularly.\n- Cumulative deadline 14,400 seconds. **Last verified remaining time was 8,500 seconds**, at trial 10 turn 2146; some additional time has passed. Plenty remains, but user wants prompt completion, not filling the deadline.\n- All 10 have started, **no attempts remain**. Do not start another.\n- Headline score is **best scored progress**. Current best is **4/52** from live trial 10; no Amulet or victory.\n- `finish` retires a live trial. Continue final trial while recov", "The run has reached depth 7 at full health, matching the deepest learning trial and raising the scored best to 6/52. Levitation provided a safe route across depth 6\u2019s water. I\u2019m checking the lava crossing ahead before the effect expires.", "All ten trials are terminal. The final scored trial died of starvation on depth 8, giving a headline score of 7/52. I\u2019m recording the results and the main unresolved failures: excessive resting, lost food, and unsafe movement choices.", "Completed all **10 trials**: 8 learning and 2 scored. **Best scored progress: 7/52**, reaching depth 8. I did not retrieve the Amulet or return to the surface.\n\n| Trial | Phase | Deepest level | Progress | Outcome |\n|---|---|---:|---:|---|\n| 1 | Learning | 2 | 1 | Killed by jackal |\n| 2 | Learning | 4 | 3 | Caustic gas |\n| 3 | Learning | 4 | 3 | Caustic gas from unidentified potion |\n| 4 | Learning | 7 | 6 | Retired amid paralysis/totem danger |\n| 5 | Learning | 4 | 3 | Killed by goblin totem |\n| 6 | Learning | 5 | 4 | Retired at 1 HP |\n| 7 | Learning | 3 | 2 | Killed by rat amid multiple enemies |\n| 8 | Learning | 4 | 3 | Killed by pink jelly |\n| 9 | Scored | 2 | 1 | Burned to death |\n| 10 | Scored | 8 | 7 | Starved to death |\n\nProgress curve: **1 \u2192 3 \u2192 3 \u2192 6 \u2192 3 \u2192 4 \u2192 2 \u2192 3 \u2192 1 \u2192 7**\n\nThe experience supported these changes:\n\n- **Use terrain and the guardian charm to control fights.** Corridor positioning and guardian summons killed pursuers and an arrow turret while limiting exposure.\n- **Respect weapon strength requirements.** The heavy flail produced repeated misses and costly fights. Switching back to the dagger improved combat reliability.\n- **Verify hazardous routes and move" ], "final_response": "Completed all **10 trials**: 8 learning and 2 scored. **Best scored progress: 7/52**, reaching depth 8. I did not retrieve the Amulet or return to the surface.\n\n| Trial | Phase | Deepest level | Progress | Outcome |\n|---|---|---:|---:|---|\n| 1 | Learning | 2 | 1 | Killed by jackal |\n| 2 | Learning | 4 | 3 | Caustic gas |\n| 3 | Learning | 4 | 3 | Caustic gas from unidentified potion |\n| 4 | Learning | 7 | 6 | Retired amid paralysis/totem danger |\n| 5 | Learning | 4 | 3 | Killed by goblin totem |\n| 6 | Learning | 5 | 4 | Retired at 1 HP |\n| 7 | Learning | 3 | 2 | Killed by rat amid multiple enemies |\n| 8 | Learning | 4 | 3 | Killed by pink jelly |\n| 9 | Scored | 2 | 1 | Burned to death |\n| 10 | Scored | 8 | 7 | Starved to death |\n\nProgress curve: **1 \u2192 3 \u2192 3 \u2192 6 \u2192 3 \u2192 4 \u2192 2 \u2192 3 \u2192 1 \u2192 7**\n\nThe experience supported these changes:\n\n- **Use terrain and the guardian charm to control fights.** Corridor positioning and guardian summons killed pursuers and an arrow turret while limiting exposure.\n- **Respect weapon strength requirements.** The heavy flail produced repeated misses and costly fights. Switching back to the dagger improved combat reliability.\n- **Verify hazardous routes and movement results.** Water crossings washed away supplies, including food. Ground routing before levitation expired avoided a fatal lava landing.\n- **Treat potion testing as consequential.** Early gas and fire deaths exposed poor testing conditions. Later testing used clearer ground and escape routes, but darkness followed by descent still created a dangerous landing.\n- **Limit resting and prioritize food earlier.** This remained unresolved. Darkness concealed a centipede, and prolonged resting consumed the final nutrition reserve. Trial 10 ultimately died while searching for food.\n\nAdaptation was uneven: scored trial 9 regressed sharply, while trial 10 exceeded every learning trial\u2019s depth. The results do **not** establish a reliable ascension strategy.\n\nSaved the verified [results](/workspace/brogue_results.json) and [session notes](/workspace/notes.md)." }, "cost": { "log": "2026-09-07T14-03-00-00-00_brogue-session_ZJPv2RFsVxnGsMnCiHzAYS.eval", "status": "success", "models": { "brogue_astra/gpt-6-astra": { "estimated_usd": 92.92909, "requests": 577, "long_context_requests": 0 } }, "estimated_usd": 92.92909, "priced_subtotal_usd": 92.92909, "pricing_complete": true, "missing_usage_requests": 0, "unpriced_models": {}, "cache_write_ttl": null }, "transcript": "astra-medium-main-v3-astra-codex-medium-sample-03/transcript.html", "transcript_messages": 1160, "workspace_snapshot_at": "2026-09-07T16:03:43.984536+00:00", "workspace_files": [ { "name": "BROGUE_GUIDE.md", "path": "astra-medium-main-v3-astra-codex-medium-sample-03/workspace/BROGUE_GUIDE.md" }, { "name": "evac.py", "path": "astra-medium-main-v3-astra-codex-medium-sample-03/workspace/evac.py" }, { "name": 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"death_cause": "Killed by a cloud of caustic gas", "depth": 4, "finished": true, "max_depth": 4, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 406, "cause": "Killed by a cloud of caustic gas", "elapsed_seconds": 1227, "turn": 1608 }, "depths": { "1": { "action": 0, "elapsed_seconds": 1112, "turn": 0 }, "2": { "action": 35, "elapsed_seconds": 1141, "turn": 363 }, "3": { "action": 81, "elapsed_seconds": 1147, "turn": 853 }, "4": { "action": 380, "elapsed_seconds": 1223, "turn": 1562 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 3, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 1608, "victory": false }, { "actions": 452, "amulet_acquired": false, "attempt_index": 6, "can_act": false, "death": true, "death_cause": "goblin", "depth": 6, "finished": true, "max_depth": 6, "milestones": { "amulet": null, "ascent": {}, 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"model_requests": 245, "compactions": 1, "boundary_audit_ok": true, "strategy_evidence": [ "I\u2019ll read the client guide, check the trial schedule, and begin the first learning run. I\u2019ll keep notes on what causes failures and use them to adjust later runs.", "The client exposes visible monsters, inventory, and the rendered map, which is enough to build a small turn-by-turn controller. I\u2019ll start with auto-exploration, nearby combat, and healing pauses, then inspect where that policy breaks down.", "Trial 1 ended at depth 6, progress 5/52. Acid damage weakened the armor, a conjurer kept producing blades, and my gas throw struck an intervening blade close to me; the resulting cloud killed me. For trial 2 I\u2019ll use ranged tools earlier against corrosive enemies and summoners, and avoid gas throws through occupied lines.", "Trial 2 exposed another weakness: spending early enchantments on the starting dagger left too little damage for jelly fights. I\u2019ve changed enchantment selection to consider stronger weapons that a few enchantments would make usable. I\u2019m also inspecting item descriptions; an unknown staff turned out to haste its target, so unidentified staves are unreliable emergency weapons.", "I retired trial 2 at progress 6/52 after repeated acid encounters, depleted escape tools, and cursed armor left it in poor shape. Trial 3 will test a broader resource policy: earlier item preparation, offensive staves when available, curse checks before equipment changes, and faster descent once deeper floors become costly to explore.", "Trial 4 reached depth 4, progress 3/52, then died in caustic gas. The controller\u2019s low-HP check only intervened when monsters were nearby, so it failed to treat environmental damage as an emergency. I\u2019m adding gas detection from the rendered colors and an escape step before any further exploration or rest.", "Trial 6 ended at depth 6, progress 5/52. The gas safeguard gave me time to escape using a potion of descent, but I then lost the run by repeatedly requesting travel without noticing that its route led back through a goblin group. I also found missing weapon and armor types in my equipment ratings. For the last two learning trials, I\u2019ll inspect travel interruptions and equipment choices more closely.", "Trial 7 ended at depth 4 after the controller rested while burning from an incineration potion. Burning now stops automation immediately. In the last learning trial, I\u2019m also checking unexplored treasure areas before leaving early floors; several runs reached deeper levels with too little equipment to survive comfortably.", "The eight learning trials are complete, with progress scores **5, 6, 1, 3, 3, 5, 3, 2**. No run retrieved the Amulet.\n\nThe recurring failures involve water, environmental damage, and automated movement that continues too far. For the scored trials I\u2019m switching to single-step exploration using the visible map, with explicit retreats from eels and pauses for burning or dangerous gas. I\u2019ll keep the ranged attacks and stronger-weapon choices that proved useful.", "The final trial is at depth 3 with 40 maximum HP and 14 strength. Detect magic let me identify beneficial potions before using them, and direct shoreline movement has avoided further sustained eel fights. I also found that monster tooltips can cover map cells; I\u2019m clearing them before reading terrain or planning a retreat.", "## Objective and constraints\n\nComplete **10 Brogue CE normal-mode playthroughs**, 8 learning then 2 scored, on distinct unknown dungeons. Goal: retrieve Amulet on depth 26 and return alive. Headline score is best scored progress, 0\u201352. **Continue until all 10 terminal**, even after success.\n\nUse **only documented symbolic `brogue-agent` client** for game interaction. No internet, protected seeds, service filesystem, engine binary, Docker. Workspace notes/scripts persist. Deadline 14,400 operational seconds; last check ~2,400 seconds elapsed, so ample time, but user wants schedule completed promptly, not time exhausted. No subagents unless requested (not requested).\n\nRead `/workspace/BROGUE_GUIDE.md` already. Tool shell via `functions.exec` with `tools.exec_command`. Start commentary before tools, update user at least ~60 sec while working.\n\n## Schedule / results\n\nTrials 1\u20139 terminal. **Trial 10 (last scored) LIVE**, currently depth 3, progress 2/52.\n\n| Trial | Phase | Max depth | Progress | Outcome |\n|---|---|---:|---:|---|\n|1|learning|6|5|caustic gas death|\n|2|learning|7|6|retired alive, cursed armor of burden, depleted escape tools|\n|3|learning|2|1|rat killed after unknown summon", "The final trial ended in a fatal fall after I used an unidentified descent potion at 4 HP. Its credited progress is 4/52, with a maximum depth of 5; the fatal arrival on depth 6 earned no additional progress. All ten trials are now terminal. I\u2019m recording the results and the remaining policy failures.", "Completed all **10 trials**: eight learning and two scored. **Best scored progress: 4/52.** I did not acquire the Amulet or return to the surface alive. The client confirms the schedule is complete.\n\n| Trial | Phase | Credited max depth | Progress /52 | Outcome |\n|---|---|---:|---:|---|\n| 1 | Learning | 6 | 5 | Caustic gas |\n| 2 | Learning | 7 | 6 | Retired alive |\n| 3 | Learning | 2 | 1 | Rat |\n| 4 | Learning | 4 | 3 | Caustic gas |\n| 5 | Learning | 4 | 3 | Caustic gas |\n| 6 | Learning | 6 | 5 | Goblin |\n| 7 | Learning | 4 | 3 | Burning |\n| 8 | Learning | 3 | 2 | Eel |\n| 9 | Scored | 2 | 1 | Eel |\n| 10 | Scored | 5 | 4 | Fatal fall |\n\nTrial 10 died while falling to depth 6; the client credited depth 5 and progress 4.\n\nThe experience supported several policy changes:\n\n- **Hazards:** Added checks against resting while burning or in gas. Repeated deaths exposed unreliable gas escape planning.\n- **Water:** Cleared tooltip overlays before interpreting terrain and manually checked shorelines. The final trial escaped eel encounters alive, though automatic exploration still caused avoidable exposure.\n- **Combat:** Darts successfully killed conjurers, and slowness enabled both a safe vampi" ], "final_response": "Completed all **10 trials**: eight learning and two scored. **Best scored progress: 4/52.** I did not acquire the Amulet or return to the surface alive. 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play import *\\\\nfrom collections import deque\\\\nimport heapq\\\\n\\\\ndef grid(o):return [r[21:].ljust(79) for r in o['screen'][3:32]]\\\\ndef bfs(o,target):\\\\n g=grid(o);p=o['player'];start=(p['x'],p['y']);q=[(0,start)];prev={start:None};cost={start:0}\\\\n def walk(x,y):return 0<=x<79 and 0<=y<29 and g[y][x] not in ' #\u2237\u2248\u224b'\\\\n while q:\\\\n c,(x,y)=heapq.heappop(q)\\\\n if c!=cost[(x,y)]:continue\\\\n if (x,y)==targe" } ], "execution_failures": [ { "call_id": "call_EZGc2Au283oqrva4zhmvX3QT", "function": "exec", "category": "agent_code_error" }, { "call_id": "call_yH5gPruJSCwg7QIaeH46beRI", "function": "exec", "category": "agent_code_error" }, { "call_id": "call_ajA2s1WY6EWVcQSsUSgiOYUb", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_aJcfBfynKjxE6bsx3CpkqQ0z", "function": "exec", "category": "agent_code_error" }, { "call_id": "call_skwvwVoMKnBew01EsBJ0e7ms", "function": "exec", "category": "command_nonzero" }, { "call_id": 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g=grid(o);p=o['player'];start=(p['x'],p['y']);q=[(0,start)];prev={start:None};cost={start:0}\\\\n def walk(x,y):return 0<=x<79 and 0<=y<29 and g[y][x] not in ' #\u2237\u2248\u224b'\\\\n while q:\\\\n c,(x,y)=heapq.heappop(q)\\\\n if c!=cost[(x,y)]:continue\\\\n if (x,y)==targe" }, "decision": { "finding_sha256": "09b49146e7f9a7e4149b3629c5c164427fc5f683609ff008167f35c82b690e0d", "log_sha256": "60591a8fb0a20641ba27298274758e92349bd5ca77851b72e312be0ec9aec69b", "reason": "Full deduplicated call529 (call_Kt5ClSL8lCspfwWC9X2bRSlB) and tool output manually read. Quoted Python heredoc writes maputil.py, then runs public-client walk.py32,13. nc is the numeric path cost in cost[v]=nc;prev[v]=(x,y), not a network command. Tool returnedsuccess with game state trial9/depth6/turn2368. Original scanner finding retained.", "resolution": "false_positive", "reviewed_at": "2026-09-07T16:24:07.696961+00:00" } } ], "unresolved_findings": [] }, "review": { "log": "2026-09-07T14-06-57-00-00_brogue-session_X5ozqcvNFLGSSi3PonJHgc.eval", "status": "success", "model": "brogue_astra/gpt-6-astra", "assistant_turns": 770, "tool_calls": 767, "tool_functions": { "exec": 767 }, "tool_errors": 6, "execution_failures": [ { "call_id": "call_EZGc2Au283oqrva4zhmvX3QT", "function": "exec", "category": "agent_code_error" }, { "call_id": "call_yH5gPruJSCwg7QIaeH46beRI", "function": "exec", "category": "agent_code_error" }, { "call_id": "call_ajA2s1WY6EWVcQSsUSgiOYUb", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_aJcfBfynKjxE6bsx3CpkqQ0z", "function": "exec", "category": "agent_code_error" }, { "call_id": "call_skwvwVoMKnBew01EsBJ0e7ms", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_EZfY65rOawhKevHmyFZQnEx5", "function": "exec", "category": "agent_code_error" } ], "model_requests": 770, "compactions": 2, "boundary_audit_ok": false, "strategy_evidence": [ "I\u2019ll read the guide, check the trial schedule, and start the first learning run. I\u2019ll keep notes on failures and use them to adjust the later runs.", "The second run exposed another identification risk: descent dropped me beside an enemy, then hallucination made creature names unreliable. Incineration nearly killed me, but sanctuary and rest allowed recovery. I\u2019ll stop potion testing after a floor change or harmful effect and wait for hallucination to clear before judging creatures by name.", "Trial 2 ended at depth 3 after a bloat\u2019s gas cloud reached the sanctuary. Sanctuary helped against attacks but did not protect against gas. Trial 3 has already supplied an invisibility charm; I\u2019ll test it as an escape tool and consider investing enchantments in it.", "The first four learning results are 4, 2, 1, and 6 points, corresponding to depths 5, 3, 2, and 7. Trial 5 is underway. I\u2019ll focus this run on getting a useful weapon or staff early, then spend less time in cleared areas once the route down is known.", "I found a driver bug behind some early exploration stops: it was treating an old \u201cno path\u201d message as current while auto-explore was only previewing a route. I\u2019ve changed it to require repeated failed actions. Trial 5 then explored the remaining rooms and reached depth 5 with more supplies.", "Trial 5 has reached depth 7 and recovered to full health after a spider-web fight. Negation removed the spider\u2019s poison ability; descent broke the immediate trap, but it brought nearby enemies down too. Summoned blades then helped finish the fight. These tools are useful, though the run still needs better armor and more enchantments.", "## Objective and constraints\n\nComplete **10 distinct Brogue CE trials: 8 learning, then 2 scored**, retrieving the Amulet on depth 26 and returning alive if possible. Continue through all 10 terminal trials even after success. Headline score = best scored progress (0\u201352). Use only documented `brogue-agent` symbolic client. No internet, seeds, engine/service filesystem, Docker, save/load, or native restarts.\n\nRead `/workspace/BROGUE_GUIDE.md` (already done). Deadline is cumulative **14,400 seconds**, with roughly **12,000 seconds remaining at last overall check** (~40 minutes used; ample time). User requests prompt completion, not spending the whole backstop. Check `brogue-agent overall` regularly.\n\nNo subagents authorized. Tools available through `functions.exec` with `tools.exec_command`, etc. All scripts below only invoke documented client and process visible observations.\n\n## Trial progress\n\nCurrently **trial 5 (learning), live, depth 7, progress 6**, recovered from several close calls. Trials 6\u20138 learning and 9\u201310 scored remain unstarted.\n\nCompleted:\n\n| Trial | Max depth | Progress | Outcome |\n|---|---:|---:|---|\n| 1 | 5 | 4 | Goblin group/totem killed player; desperate unident", "I\u2019m continuing the fifth learning trial from the saved state. I\u2019ll use the interface fixes and hazard lessons from the first four runs, improve the current equipment, and complete the remaining learning and scored trials.", "The aggravation scroll brought a large group upstairs behind me, so retreating to a previous floor did not provide safety. This run also shows that long retreats can fail at corners, where pursuers get attacks. I\u2019m adding that to the policy: avoid testing scrolls on uncleared floors, and secure a corridor before fighting a group.", "Trial 7\u2019s early potion tests found strength and detect magic without injury. I\u2019ve also changed the driver to pause before descending, so I can review equipment and unfinished rooms while still on the explored floor. The apparent vault here turned out to be blocked ruins, so I\u2019m moving on.", "Trial 7 reached depth 4 but is now surrounded at 7/40 HP with no healing or escape item. I\u2019m retiring it. The main failure was fighting splitting jellies in an open room with the starting dagger; low health on each fragment did not make the group safe. The last learning trial will prioritize a usable weapon or staff and earlier corridor positioning.", "Trial 8 died at depth 4 from another bloat cloud. The gas routine failed this time: its locally chosen escape route did not get out before the cloud spread. I won\u2019t trust that routine for the scored trials. Bloat prevention, checking each escape step, and keeping a known escape item will take priority over further melee upgrades.", "The first scored trial has started. The action log pinpoints the last failure: the gas routine alternated between two tiles while taking damage. I\u2019ve blocked revisits and limited it to six steps before inspection. I\u2019ll also search unfinished early areas more carefully for equipment; the learning runs repeatedly reached depth 4 with too little combat power.", "The acid mound burned to death after I slowed it and drew it across a known fire trap. I was also burned, but reached bare ground and survived; the nearby goblin died afterward. That preserved the dagger from corrosion, though it cost nearly half my health. I\u2019m recovering before continuing.", "## Objective and constraints\n\nComplete **10 Brogue CE trials: 8 learning, then 2 scored**, aiming to retrieve the Amulet at depth 26 and return alive. Continue until all 10 are terminal. Headline score = best scored progress, 0\u201352.\n\nUse **only documented `brogue-agent` symbolic client**. No internet, seeds, engine/service files, Docker, save/load, or native restart. `/workspace/BROGUE_GUIDE.md` has been read. Deadline cumulative **14,400 seconds**; ample time remains (last check after trial 8 showed 10,858 seconds left; several hundred seconds used since). Check `brogue-agent overall` now and regularly.\n\nNo subagents authorized. Scripts only invoke documented client and process observations. Keep commentary updates approximately every minute. Complete task autonomously.\n\n## Schedule and results\n\n**Trial 9, first scored trial, is LIVE at depth 6, progress 5. Trial 10 is unstarted.**\n\n| Trial | Phase | Max depth | Progress | Outcome |\n|---|---|---:|---:|---|\n| 1 | Learning | 5 | 4 | Goblin group/totem; unidentified incineration potion worsened crisis |\n| 2 | Learning | 3 | 2 | Caustic gas |\n| 3 | Learning | 2 | 1 | Returned to gas / rested in cloud |\n| 4 | Learning | 7 | 6 | Vampire ", "The armor has identified as +3 banded mail with a still-unknown runic effect. It helped us survive a vampire bat with only modest damage, which is a useful improvement over the earlier depth-7 failures. I\u2019m avoiding the sleeping centipede and looking for equipment before descending further.", "The armor\u2019s runic effect is respiration: it creates clean air around the player. That removes much of the gas risk for this trial. The stairs are close, and an acid mound is approaching, so I\u2019m taking the descent now.", "We\u2019ve reached depth 10, exceeding every learning trial. Health recovered fully after the fall, but a centaur has now hit us at range. I\u2019m breaking its line of sight before continuing; there\u2019s still no food reserve or strong weapon.", "The wraith was too strong to fight directly. Retreating across the creeping-death lichen stopped its pursuit, though the crossing also poisoned us. I\u2019m moving onto the eastern passage to recover and find another way forward.", "The first scored trial ended at depth 10, progress 9/52. Creeping-death lichen spread into the recovery position and killed us. I treated the cleared floor as safe to rest on; future recovery needs both a terrain check and enough distance from spreading hazards.\n\nI\u2019m starting the final scored trial now.", "The incendiary dart killed the first conjurer quickly, and its summoned blades vanished when it died. I\u2019ve also recovered a second ration. A second conjurer is nearby; I\u2019ll use the same ranged approach while keeping a clear retreat from the burning fungus.", "The final trial ended at depth 8, progress 7/52. While moving toward the stairs along the lava shore, an ogre knocked us into the lava. I had identified both the lava and the ogre\u2019s knockback, but failed to apply the available fire-immunity potion before moving.\n\nBoth scored trials are now terminal. I\u2019m finalizing the record and checking the complete ten-trial results.", "Completed all **10 trials**: eight learning trials and two scored trials. The client confirms `complete: true`.\n\n**Best scored progress: 9/52**, reaching depth 10 in trial 9. The Amulet was not acquired, and neither scored trial achieved ascension.\n\n| Trial | Phase | Max depth | Progress | Outcome |\n|---:|---|---:|---:|---|\n| 1 | Learning | 5 | 4 | Goblin |\n| 2 | Learning | 3 | 2 | Caustic gas |\n| 3 | Learning | 2 | 1 | Caustic gas |\n| 4 | Learning | 7 | 6 | Vampire bat |\n| 5 | Learning | 7 | 6 | Vampire bat after weakening |\n| 6 | Learning | 2 | 1 | Kobold |\n| 7 | Learning | 4 | 3 | Retired while surrounded |\n| 8 | Learning | 4 | 3 | Caustic gas |\n| 9 | Scored | **10** | **9** | Poison from spreading lichen |\n| 10 | Scored | **8** | **7** | Ogre knocked player into lava |\n\nProgress curve: **4, 2, 1, 6, 6, 1, 3, 3 \u2192 9, 7**\n\nThe most useful adaptations were:\n\n- **Better equipment investment:** saving enchantments produced a +7 war pike in trial 10, allowing quick kills against enemies that overwhelmed earlier dagger runs.\n- **Targeting casters first:** incendiary darts and pike attacks killed conjurers and immediately removed their summoned blades.\n- **Using terrain and equipment to" ], "final_response": "Completed all **10 trials**: eight learning trials and two scored trials. The client confirms `complete: true`.\n\n**Best scored progress: 9/52**, reaching depth 10 in trial 9. The Amulet was not acquired, and neither scored trial achieved ascension.\n\n| Trial | Phase | Max depth | Progress | Outcome |\n|---:|---|---:|---:|---|\n| 1 | Learning | 5 | 4 | Goblin |\n| 2 | Learning | 3 | 2 | Caustic gas |\n| 3 | Learning | 2 | 1 | Caustic gas |\n| 4 | Learning | 7 | 6 | Vampire bat |\n| 5 | Learning | 7 | 6 | Vampire bat after weakening |\n| 6 | Learning | 2 | 1 | Kobold |\n| 7 | Learning | 4 | 3 | Retired while surrounded |\n| 8 | Learning | 4 | 3 | Caustic gas |\n| 9 | Scored | **10** | **9** | Poison from spreading lichen |\n| 10 | Scored | **8** | **7** | Ogre knocked player into lava |\n\nProgress curve: **4, 2, 1, 6, 6, 1, 3, 3 \u2192 9, 7**\n\nThe most useful adaptations were:\n\n- **Better equipment investment:** saving enchantments produced a +7 war pike in trial 10, allowing quick kills against enemies that overwhelmed earlier dagger runs.\n- **Targeting casters first:** incendiary darts and pike attacks killed conjurers and immediately removed their summoned blades.\n- **Using terrain and equipment together:** doorway fights limited jelly attacks; respiration armor enabled gas attacks; levitation secured a vault key; fire immunity enabled a lava crossing.\n- **Tighter automation limits:** gas escape gained a no-revisit rule and step limit, and movement helpers were corrected for allies and lingering targeting cursors.\n\nEnvironmental decisions remained the decisive weakness. Trial 9 rested too close to spreading lichen. Trial 10 identified both lava and an ogre\u2019s knockback, but I moved toward the stairs before using the available fire-immunity potion.\n\nBoth scored trials exceeded the best learning depth, though the different dungeons and equipment make this limited evidence of policy improvement.\n\nSaved [detailed results](/workspace/RESULTS.md), [trial data](/workspace/trial_progress.csv), and the [final client record](/workspace/overall.json)." }, "cost": { "log": "2026-09-07T14-06-57-00-00_brogue-session_X5ozqcvNFLGSSi3PonJHgc.eval", "status": "success", "models": { "brogue_astra/gpt-6-astra": { "estimated_usd": 123.766866, "requests": 770, "long_context_requests": 0 } }, "estimated_usd": 123.766866, "priced_subtotal_usd": 123.766866, "pricing_complete": true, "missing_usage_requests": 0, "unpriced_models": {}, "cache_write_ttl": null }, "transcript": "astra-medium-main-v3-astra-codex-medium-sample-05/transcript.html", "transcript_messages": 1546, "workspace_snapshot_at": 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{ "action": 54, "elapsed_seconds": 640, "turn": 415 }, "3": { "action": 96, "elapsed_seconds": 650, "turn": 572 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 2, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 1020, "victory": false }, { "actions": 143, "amulet_acquired": false, "attempt_index": 3, "can_act": false, "death": true, "death_cause": "Killed by a cloud of caustic gas", "depth": 2, "finished": true, "max_depth": 2, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 143, "cause": "Killed by a cloud of caustic gas", "elapsed_seconds": 963, "turn": 755 }, "depths": { "1": { "action": 0, "elapsed_seconds": 782, "turn": 0 }, "2": { "action": 42, "elapsed_seconds": 793, "turn": 444 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 1, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 755, "victory": false }, { "actions": 188, "amulet_acquired": false, "attempt_index": 4, "can_act": false, "death": true, "death_cause": "Killed by a cloud of caustic gas", "depth": 3, "finished": true, "max_depth": 3, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 188, "cause": "Killed by a cloud of caustic gas", "elapsed_seconds": 1247, "turn": 1486 }, "depths": { "1": { "action": 0, "elapsed_seconds": 1066, "turn": 0 }, "2": { "action": 41, "elapsed_seconds": 1077, "turn": 375 }, "3": { "action": 105, "elapsed_seconds": 1094, "turn": 911 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 2, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 1486, "victory": false }, { "actions": 471, "amulet_acquired": 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"death": true, "death_cause": "pink jelly", "depth": 4, "finished": true, "max_depth": 4, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 358, "cause": "pink jelly", "elapsed_seconds": 2733, "turn": 2138 }, "depths": { "1": { "action": 0, "elapsed_seconds": 2133, "turn": 0 }, "2": { "action": 59, "elapsed_seconds": 2174, "turn": 458 }, "3": { "action": 93, "elapsed_seconds": 2231, "turn": 736 }, "4": { "action": 200, "elapsed_seconds": 2400, "turn": 1379 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 3, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 2138, "victory": false }, { "actions": 641, "amulet_acquired": false, "attempt_index": 7, "can_act": false, "death": true, "death_cause": "ogre", "depth": 9, "finished": false, "max_depth": 9, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 641, 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446, "amulet_acquired": false, "attempt_index": 9, "can_act": false, "death": true, "death_cause": "eel", "depth": 5, "finished": false, "max_depth": 5, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 446, "cause": "eel", "elapsed_seconds": 5856, "turn": 2805 }, "depths": { "1": { "action": 0, "elapsed_seconds": 5281, "turn": 0 }, "2": { "action": 49, "elapsed_seconds": 5425, "turn": 501 }, "3": { "action": 133, "elapsed_seconds": 5540, "turn": 1248 }, "4": { "action": 263, "elapsed_seconds": 5664, "turn": 1765 }, "5": { "action": 416, "elapsed_seconds": 5822, "turn": 2673 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "scored", "progress": 4, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 2805, "victory": false }, { "actions": 221, "amulet_acquired": false, "attempt_index": 10, "can_act": false, "death": true, "death_cause": "jackal", 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"call_rop4mIwPStjzIKmMc5o4rkPn", "function": "exec", "category": "agent_code_error" }, { "call_id": "call_xOb0wtriWaM26VLWwrpKZySe", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_tX0Wx1b5cSKpNN0rq05Eojp7", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_1ugUsMYTkFiejqYFSqpXEzT0", "function": "exec", "category": "agent_code_error" }, { "call_id": "call_ZPW8Z07jEAWQQEKMu0HcaQDO", "function": "exec", "category": "command_nonzero" } ], "coverage": "complete-model-event-history" }, "provider_audit": { "model_events": 612, "requests_inspected": 5, "request_configurations": [ { "model": "gpt-6-astra", "effort": "medium", "count": 5 } ], "mismatched_requests": [], "event_configurations_inspected": 612, "mismatched_event_configurations": [], "response_models": { "gpt-6-astra": 612 }, "mismatched_response_models": [], "fallback_events": [], "ok": true, "model_errors": 0, "retries": 0 }, "boundary_review": { "ok": true, "scanner_ok": true, "resolved_findings": [], "unresolved_findings": [] }, "review": { "log": "2026-09-07T14-07-07-00-00_brogue-session_Z5FZaLTArHYsYRQHa7qYhR.eval", "status": "success", "model": "brogue_astra/gpt-6-astra", "assistant_turns": 612, "tool_calls": 608, "tool_functions": { "exec": 608 }, "tool_errors": 5, "execution_failures": [ { "call_id": "call_rop4mIwPStjzIKmMc5o4rkPn", "function": "exec", "category": "agent_code_error" }, { "call_id": "call_xOb0wtriWaM26VLWwrpKZySe", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_tX0Wx1b5cSKpNN0rq05Eojp7", "function": "exec", "category": "command_nonzero" }, { "call_id": "call_1ugUsMYTkFiejqYFSqpXEzT0", "function": "exec", "category": "agent_code_error" }, { "call_id": "call_ZPW8Z07jEAWQQEKMu0HcaQDO", "function": "exec", "category": "command_nonzero" } ], "model_requests": 612, "compactions": 3, "boundary_audit_ok": true, "strategy_evidence": [ "I\u2019ll read the guide, check the trial schedule, and start the first dungeon. I\u2019ll track what causes each failure and use those lessons in the scored trials.", "Trial 1 reached depth 4, but I\u2019m retiring it at 5/40 HP, surrounded, with no healing or escape item. The main failures were fighting a splitting jelly in open terrain and trying unidentified armor, which proved cursed. For Trial 2, I\u2019ll use narrow passages more deliberately, use darts earlier, and keep the known armor.", "Trial 2 died on depth 3. I tested a potion too close to a sleeping bloat; it caused confusion, the bloat burst, and random movement trapped me in caustic gas. Full health was not enough. I\u2019m tightening the rule to test unknown potions only away from visible monsters, and adding explicit retreat behavior for bloats.", "Trial 3 died on depth 2 because the helper tried to rest while standing in caustic gas. That was an automation error: it treated \u201cno nearby monster\u201d as safe. I\u2019m fixing hazard detection and giving escape movement priority over healing. The trip across water did uncover a strength potion, so that navigation change was useful.", "## Objective and constraints\n\nComplete **10 distinct Brogue CE trials: 8 learning, then 2 scored**. Retrieve the Amulet on depth 26 and return alive; headline score is best scored progress, 0\u201352. **Continue through all 10 terminal trials even after success.**\n\nOnly use documented symbolic `brogue-agent` client. No internet, service filesystem, engine binary, protected seeds, Docker, save/restart/debug. Workspace scripts and notes allowed. Read `/workspace/BROGUE_GUIDE.md` (already read). Operational deadline 14,400 seconds; last elapsed roughly **1,600\u20131,800 seconds**, ample time. User wants schedule completed promptly, genuine learning, final curve and supported strategy changes.\n\nCommands:\n- `brogue-agent overall` (check regularly)\n- `start`, `finish` (retire current, then separately `start`)\n- `observe`, `observe --full`, `observe --json`\n- `act explore`, `travel X Y`, `move n/ne/e/se/s/sw/w/nw`, `rest`, `wait`, `search`\n- `apply LETTER`, `equip LETTER`, `throw LETTER X Y`\n- `select LETTER`, `confirm`, `enter`, `yes`, `cancel`\n- **`confirm` advances `--MORE--`; `enter` does not.**\n- Travel to a staircase often **automatically descends**.\n- Autoexplore sometimes first selects rou", "I\u2019m continuing trial 5 from the saved state. I\u2019ll check the trial ledger and guide, then use the lessons from the early deaths to improve survival and complete the remaining trials.", "Trial 6 died at depth 4 after jellies and eels surrounded me. The charm had provided two escapes before a monkey stole it. Another failure was in the travel helper: it kept attacking enemies blocking the route. I\u2019m making it stop sooner on health loss and stopping early-floor exploration at vault discoveries.", "Trial 7 has reached depth 8, a new best for the learning trials. An incendiary dart killed a conjurer after the lightning staff ran out of charges. When the fire spread across the exit route, I jumped into a chasm; the fall cost four HP, and I\u2019m now looking for water and room to recover.", "## Task and constraints\n\nComplete **10 distinct Brogue CE trials: 8 learning + 2 scored**, objective Amulet depth26 and alive to surface. Progress 0\u201352; headline best scored progress. **Must finish all 10 terminal even after success.**\n\nOnly documented symbolic `brogue-agent` client. No internet, protected seeds, service filesystem, binary, Docker/debug/save/restart. Local workspace scripts/notes allowed. Guide `/workspace/BROGUE_GUIDE.md` read. Check `overall` regularly. Deadline 14,400 cumulative operational seconds; last check **3808 seconds**, now approximately3900\u20134000, ample time but finish promptly. No subagents.\n\nCommands: `start`, `finish` (retire live, then separate `start`), `overall`, `observe [--full|--json]`, `act explore/travel X Y/move DIR/rest/wait/search/apply LETTER/equip LETTER/unequip LETTER/drop LETTER/throw LETTER X Y/select LETTER/target X Y/enter/confirm/yes/no/cancel/inventory`.\n**`confirm` handles MORE; enter does not.**\nStair travel/moving onto stairs automatically changes depth, often zero turns.\nObserve JSON dungeon tile `(x,y)` = screen `[y+3][x+21]`; 79\u00d729. `display_rle` is public rendered glyph/colors. Terminal `player=null`; check first.\n\n## Trial ", "I\u2019ll continue the seventh trial from its current position, then complete the remaining learning trial and both scored trials. I\u2019ll carry forward the lessons on gas, ranged threats, and conserving escape tools.", "Trial 8 also reached depth 9. It is now pinned in a small room by goblins and two mystics that repeatedly shield the front enemy, with the staff empty and health down to 15. I\u2019m retiring this learning trial and moving to the two scored trials. The clearest lessons are to preserve an escape option, target support casters early, and avoid fighting a shielded enemy indefinitely.", "## Task and constraints\n\nComplete **10 Brogue CE trials: 8 learning + 2 scored**, objective retrieve Amulet at D26 and return alive. **All 10 must become terminal**, even after success. Headline = best progress among scored trials (0\u201352).\n\nOnly documented symbolic `brogue-agent` client; no internet, seeds, service filesystem, engine binary, Docker, debug/save/restart. Local scripts/notes allowed. Guide `/workspace/BROGUE_GUIDE.md` read twice. No subagents. Cumulative deadline **14,400 sec**, last overall at **5281 sec**, now approximately 5330, **~9000 sec remain**. Complete promptly, don't fill deadline.\n\nCommands:\n- `brogue-agent overall`, `start`, `finish` (retires current; separate `start` next)\n- `observe --full|--json`\n- `act explore`, `travel X Y`, `move n/ne/e/...`, `rest`, `wait`, `search`, `apply LETTER`, `equip LETTER`, `drop LETTER`, `throw LETTER X Y`, `select LETTER`, `target X Y`, `enter`, `confirm`, `yes`, `cancel`.\n- **MORE requires `confirm`, not enter**.\n- Moving/traveling onto stairs changes depth automatically, often no game turn.\n- Terminal player null, check terminal first.\n- Dungeon tile `(x,y)` = JSON screen row `y+3`, column `x+21`, 79\u00d729.\n\n## Schedule/pro", "I\u2019m continuing the first scored trial, using the lessons from the eight learning runs to improve equipment early and keep an escape option available.", "The first scored trial ended on depth 5. The eel retreat heuristic failed: it wandered within the water instead of reaching shore, and the escape attempt began too late. I\u2019m removing that heuristic for the final trial and pausing automation as soon as an eel is nearby.", "The final trial ended on depth 3. Teleportation escaped the conjurer\u2019s summons, but landed among jackals with only ten health, and the run ended there. All ten trials are now terminal; I\u2019m verifying the recorded curve and saving the failure analysis.", "Completed all **10 trials**: 8 learning and 2 scored. **Best scored progress: 4/52**, reaching depth 5. No trial retrieved the Amulet or returned to the surface.\n\n| Trial | Phase | Deepest floor | Progress | Outcome |\n|---|---|---:|---:|---|\n| 1 | Learning | 4 | 3 | Retired |\n| 2 | Learning | 3 | 2 | Caustic gas |\n| 3 | Learning | 2 | 1 | Caustic gas |\n| 4 | Learning | 3 | 2 | Caustic gas |\n| 5 | Learning | 7 | 6 | Retired |\n| 6 | Learning | 4 | 3 | Pink jelly |\n| 7 | Learning | 9 | 8 | Ogre |\n| 8 | Learning | 9 | 8 | Retired |\n| 9 | Scored | 5 | 4 | Eel |\n| 10 | Scored | 3 | 2 | Jackal |\n\nThe experience supported several changes:\n\n- **Fixed retreat destinations improved gas survival.** Later bloat encounters caused limited damage instead of the prolonged exposure that killed trials 2\u20134.\n- **Equipment and positioning mattered together.** Lightning and conjuration helped trials 7\u20138 reach depth 9, but depleted charges, blocked summons, and weak melee damage limited further progress.\n- **Support enemies needed earlier attention.** Mystics repeatedly shielding a front enemy stalled trial 8; pursuing a conjurer while its summons attacked exhausted trial 10\u2019s health.\n- **The eel retreat " ], "final_response": "Completed all **10 trials**: 8 learning and 2 scored. **Best scored progress: 4/52**, reaching depth 5. No trial retrieved the Amulet or returned to the surface.\n\n| Trial | Phase | Deepest floor | Progress | Outcome |\n|---|---|---:|---:|---|\n| 1 | Learning | 4 | 3 | Retired |\n| 2 | Learning | 3 | 2 | Caustic gas |\n| 3 | Learning | 2 | 1 | Caustic gas |\n| 4 | Learning | 3 | 2 | Caustic gas |\n| 5 | Learning | 7 | 6 | Retired |\n| 6 | Learning | 4 | 3 | Pink jelly |\n| 7 | Learning | 9 | 8 | Ogre |\n| 8 | Learning | 9 | 8 | Retired |\n| 9 | Scored | 5 | 4 | Eel |\n| 10 | Scored | 3 | 2 | Jackal |\n\nThe experience supported several changes:\n\n- **Fixed retreat destinations improved gas survival.** Later bloat encounters caused limited damage instead of the prolonged exposure that killed trials 2\u20134.\n- **Equipment and positioning mattered together.** Lightning and conjuration helped trials 7\u20138 reach depth 9, but depleted charges, blocked summons, and weak melee damage limited further progress.\n- **Support enemies needed earlier attention.** Mystics repeatedly shielding a front enemy stalled trial 8; pursuing a conjurer while its summons attacked exhausted trial 10\u2019s health.\n- **The eel retreat heuristic was defective.** It oscillated within water during scored trial 9. I removed it, though the final trial ended before that change could be validated.\n- **Escape timing remained too late.** Trial 10\u2019s saved teleportation scroll escaped the summons, but left insufficient health to survive the destination.\n\nLearning gains were uneven and **did not carry into the scored trials**. The schedule finished in approximately **103 minutes**, within the four-hour backstop.\n\nSaved the [final results](/workspace/overall_final.json) and [trial notes](/workspace/BROGUE_NOTES.md)." }, "cost": { "log": "2026-09-07T14-07-07-00-00_brogue-session_Z5FZaLTArHYsYRQHa7qYhR.eval", "status": "success", "models": { "brogue_astra/gpt-6-astra": { "estimated_usd": 101.774047, "requests": 612, "long_context_requests": 0 } }, "estimated_usd": 101.774047, "priced_subtotal_usd": 101.774047, "pricing_complete": true, "missing_usage_requests": 0, "unpriced_models": {}, "cache_write_ttl": null }, "transcript": "astra-medium-main-v3-astra-codex-medium-sample-07/transcript.html", "transcript_messages": 1230, "workspace_snapshot_at": "2026-09-07T15:48:31.519035+00:00", "workspace_files": [ { "name": "BROGUE_GUIDE.md", "path": "astra-medium-main-v3-astra-codex-medium-sample-07/workspace/BROGUE_GUIDE.md" }, { "name": "BROGUE_NOTES.md", "path": 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"time_remaining_at_first_scored_seconds": 10261, "time_exhausted": false, "inspect_limit": null, "resource_limited": false, "complete": true, "log_status": "success", "valid_result": true, "invalidation": null, "best_scored_progress": 8, "mean_scored_progress": 5.5, "success": false, "scored_trial_wins": 0, "progress_curve": [ 1, 5, 3, 6, 2, 1, 4, 4, 8, 3 ], "attempts": [ { "actions": 127, "amulet_acquired": false, "attempt_index": 1, "can_act": false, "death": true, "death_cause": "Killed by a cloud of caustic gas", "depth": 2, "finished": true, "max_depth": 2, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 127, "cause": "Killed by a cloud of caustic gas", "elapsed_seconds": 147, "turn": 751 }, "depths": { "1": { "action": 0, "elapsed_seconds": 18, "turn": 0 }, "2": { "action": 96, "elapsed_seconds": 128, "turn": 616 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 1, "shallowest_ascent_depth": null, "success": 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{ "amulet": null, "ascent": {}, "death": { "action": 127, "cause": "goblin", "elapsed_seconds": 3009, "turn": 449 }, "depths": { "1": { "action": 0, "elapsed_seconds": 2925, "turn": 0 }, "2": { "action": 69, "elapsed_seconds": 2941, "turn": 377 }, "3": { "action": 71, "elapsed_seconds": 2951, "turn": 377 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 2, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 449, "victory": false }, { "actions": 432, "amulet_acquired": false, "attempt_index": 6, "can_act": false, "death": false, "death_cause": null, "depth": 2, "finished": true, "max_depth": 2, "milestones": { "amulet": null, "ascent": {}, "death": null, "depths": { "1": { "action": 0, "elapsed_seconds": 3022, "turn": 0 }, "2": { "action": 248, "elapsed_seconds": 3100, "turn": 624 } }, "victory": null }, "objective": "ascension", "outcome": 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false, "turn": 1685, "victory": false }, { "actions": 522, "amulet_acquired": false, "attempt_index": 8, "can_act": false, "death": false, "death_cause": null, "depth": 5, "finished": true, "max_depth": 5, "milestones": { "amulet": null, "ascent": {}, "death": null, "depths": { "1": { "action": 0, "elapsed_seconds": 3650, "turn": 0 }, "2": { "action": 81, "elapsed_seconds": 3713, "turn": 521 }, "3": { "action": 152, "elapsed_seconds": 3760, "turn": 947 }, "4": { "action": 352, "elapsed_seconds": 3972, "turn": 1617 }, "5": { "action": 499, "elapsed_seconds": 4070, "turn": 2175 } }, "victory": null }, "objective": "ascension", "outcome": "finished", "phase": "learning", "progress": 4, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 2207, "victory": false }, { "actions": 1552, "amulet_acquired": false, "attempt_index": 9, "can_act": false, "death": false, "death_cause": null, "depth": 9, 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"attempt_index": 10, "can_act": false, "death": true, "death_cause": "goblin", "depth": 4, "finished": false, "max_depth": 4, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 623, "cause": "goblin", "elapsed_seconds": 6749, "turn": 1682 }, "depths": { "1": { "action": 0, "elapsed_seconds": 6004, "turn": 0 }, "2": { "action": 200, "elapsed_seconds": 6333, "turn": 788 }, "3": { "action": 495, "elapsed_seconds": 6442, "turn": 1272 }, "4": { "action": 601, "elapsed_seconds": 6659, "turn": 1662 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "scored", "progress": 3, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 1682, "victory": false } ], "native_audit": { "ok": true, "contract": "v2", "semantics_verified": true, "complete": true, "attempts": [ { "attempt": 1, "phase": "learning", "actions": 127, "progress": 1, "max_depth": 2, "terminal": true }, { "attempt": 2, "phase": "learning", "actions": 1549, "progress": 5, "max_depth": 6, "terminal": true }, { "attempt": 3, "phase": "learning", "actions": 453, "progress": 3, "max_depth": 4, "terminal": true }, { "attempt": 4, "phase": "learning", "actions": 1339, "progress": 6, "max_depth": 7, "terminal": true }, { "attempt": 5, "phase": "learning", "actions": 127, "progress": 2, "max_depth": 3, "terminal": true }, { "attempt": 6, "phase": "learning", "actions": 432, "progress": 1, "max_depth": 2, "terminal": true }, { "attempt": 7, "phase": "learning", "actions": 501, "progress": 4, "max_depth": 5, "terminal": true }, { "attempt": 8, "phase": "learning", "actions": 522, "progress": 4, "max_depth": 5, "terminal": true }, { "attempt": 9, "phase": "scored", "actions": 1552, "progress": 8, "max_depth": 9, "terminal": true }, { "attempt": 10, "phase": "scored", "actions": 623, "progress": 3, "max_depth": 4, "terminal": true } ], "errors": [] }, "transcript_audit": { "ok": true, "log_status": "success", "samples": 1, "model_turns": 689, "tool_calls": 685, "findings": [], "execution_failures": [], "coverage": "complete-model-event-history" }, "provider_audit": { "model_events": 689, "requests_inspected": 5, "request_configurations": [ { "model": "gpt-6-astra", "effort": "medium", "count": 5 } ], "mismatched_requests": [], "event_configurations_inspected": 689, "mismatched_event_configurations": [], "response_models": { "gpt-6-astra": 689 }, "mismatched_response_models": [], "fallback_events": [], "ok": true, "model_errors": 0, "retries": 0 }, "boundary_review": { "ok": true, "scanner_ok": true, "resolved_findings": [], "unresolved_findings": [] }, "review": { "log": "2026-09-07T14-59-55-00-00_brogue-session_cvBCUxUSJMrQp35c2E2UQ2.eval", "status": "success", "model": "brogue_astra/gpt-6-astra", "assistant_turns": 689, "tool_calls": 685, "tool_functions": { "exec": 685 }, "tool_errors": 0, "execution_failures": [], "model_requests": 689, "compactions": 3, "boundary_audit_ok": true, "strategy_evidence": [ "I\u2019ll read the guide, check the trial schedule, and use the eight learning runs to refine a policy for the two scored runs. I\u2019ll track progress and failure causes across all ten trials.", "The client exposes visible monsters and inventory, so I can automate routine exploration while stopping for risky fights and item decisions. I\u2019m starting with a conservative baseline: handle isolated weak enemies, heal between fights, and inspect unfamiliar threats.", "I\u2019ve found a mace guarded by an ogre. I\u2019m testing a use for the identified caustic-gas potion: throw it from a safe distance, then wait outside the cloud before collecting the weapon. The controller now reads the visible gas coloring to choose an escape route before attempting to heal.", "We are playing Brogue CE through **only the documented `brogue-agent` symbolic CLI**, completing **10 distinct trials: 8 learning, then 2 scored**, objective Amulet on D26 and alive surface return. Must finish all 10 even after success. Headline best scored progress (0\u201352). Operational deadline 14400s cumulative; last check **12188s remaining** (~37min used). User wants prompt completion, not deadline filling. No internet, seeds, service FS, engine, Docker. No subagents authorized.\n\nRead `/workspace/BROGUE_GUIDE.md` (done). Public CLI:\n- `brogue-agent overall`, `start`, `finish`, `observe [--json|--full]`, `act [--json] ...`\n- Actions: `move n/ne/e/se/s/sw/w/nw`, `travel X Y`, `explore`, `wait`, `rest`, `search`, `descend`, `ascend`, `inventory`, `apply LETTER`, `equip LETTER`, `unequip`, `throw LETTER X Y`, `target X Y`, `select LETTER`, `confirm`, `enter`, `yes/no/cancel`, discoveries/messages/help.\n- `finish` retires live trial and makes terminal; then `start` next.\n- `confirm` is space, needed for `--MORE--`. **Enter does not dismiss More.**\n- Applying wand/staff then `target` may fire immediately OR leave Direction prompt. Only send `enter` if prompt remains. Extra enter start", "Trial 4 has reached depth 5 with full health, though a hidden pit skipped much of depth 3. A captive goblin mystic offers a chance to improve survival; I\u2019ll clear its guard and attempt a rescue.", "The mystic is now an ally and casts a protective shield. The staff turned out to provide blinking, giving this run an escape option. Deep water also washed supplies out of my pack, so I\u2019m treating water crossings as a resource risk as well as a movement issue.", "The controller found a real classification bug: when an allied mystic and an enemy mystic were both visible, it treated both as friendly. I\u2019m correcting that before continuing; the mistaken rest cost health in this fight.", "Trial 4 reached depth 7 but is now unrecoverable at 2 HP while burning, with no healing in hand. The pursuing ogre died in lava, but the fire reached me too. I\u2019m retiring this trial and carrying forward the stronger findings: haste with darts worked against a bat, confusion disrupted groups, and missed supplies on shallow floors left the run underpowered.", "The detour was costly: the current washed away supplies, and another eel killed the monkey ally. Invisibility did not prevent an adjacent eel from biting. I\u2019m tightening the route policy: optional loot across deep water needs a reliable crossing resource, especially when food or escape items could be lost.", "Trial 6 is effectively lost at 2 HP beside an eel, with only equipped gear remaining. The attempt to recover optional loot across the lake was the decisive mistake. I\u2019m ending it and moving to trial 7 with a firmer rule: preserve food and escape supplies, and skip inaccessible loot when the crossing itself threatens the run.", "Trial 7 has reached depth 2 with a +1 dagger and 13 strength. Early identification revealed creeping death without drinking it, so that potion is available for a ranged use. I\u2019m continuing the early-floor supply checks and avoiding the water detours that damaged trial 6.", "The pit-bloat retreat failed because the intended movement was blocked, and the follow-up dart still fired at close range. That dropped me to depth 3. I\u2019m changing those tactical sequences to verify the new position before attacking; a requested retreat is not evidence that distance increased.", "The corridor reduced the initial jelly surround, but the controller advanced out of the choke point as enemies shifted. I\u2019m withdrawing at 17 HP. The policy needs to hold a chosen fighting tile, rather than keep stepping toward whichever enemy is nearest.", "Holding the corridor worked: the full jelly and its fragments died while I stayed on one tile, costing 7 HP. That is much better than the earlier fights where movement opened multiple attack positions. I\u2019ve saved this as a separate \u201chold position\u201d routine for the scored runs.", "A goblin totem is the next failure mode: its sparks bypass the benefit of the armor, and melee damage against it has been too slow. I\u2019m breaking its line of sight immediately at 13 HP, then looking for a ranged or alternate route.", "Trial 8 reached depth 5 and is now lost at 3 HP with a hasted acidic jelly adjacent. The totem encounter caused the collapse; I should have stopped before engaging it. The learning trials are complete. Before the two scored runs, I\u2019m making that stop explicit in the controller and keeping the corridor-holding routine that succeeded twice.", "We are playing **Brogue CE only via documented `brogue-agent` symbolic CLI**, completing **10 trials: 8 learning, then 2 scored**. Objective Amulet D26 and alive surface return. Must make all 10 terminal, even after success. Headline best scored progress 0\u201352. Operational budget14400s; last overall at ~4140s elapsed, **10261s remaining**; now perhaps ~4600 elapsed. Plenty time, but user says finish schedule promptly. No internet, seeds, service filesystem, engine, Docker. **No subagents authorized.**\n\nRead `/workspace/BROGUE_GUIDE.md` (done, reread if needed).\nTools through functions.exec:\n```\ntext(await tools.exec_command({cmd:\"...\",max_output_tokens:...,yield_time_ms:10000}));\ntext(await tools.write_stdin({session_id:...,chars:\"\",yield_time_ms:1000,max_output_tokens:...}));\n```\nOnly run documented client, local helper programs/notes. Updates in commentary ~60sec. No permission requests.\n\n## Current trial status\nLearning trials ALL TERMINAL:\n| trial | max D | progress | outcome |\n|1|2|1|death caustic gas|\n|2|6|5|death vampire bat|\n|3|4|3|retired D3 HP5 surrounded|\n|4|7|6|retired D6 HP2 burning|\n|5|3|2|death goblin|\n|6|2|1|retired HP2 adjacent eel, supplies washed away|\n|7|5|4|reti", "The first scored run is on depth 3 at full health, and the curse on its sword has just been removed. I\u2019ll resolve the remaining scroll, check for missed supplies, and use the corridor fighting and early escape tactics learned in the earlier trials.", "The scored run has reached depth 4. I used the enchanting scroll on the reusable invisibility charm. A jelly is now at a narrow corridor entrance, where holding position was much safer than chasing its fragments in the learning trials.", "Depth 5 yielded a rescued goblin ally and a useful surprise: the armor identified as +4 banded mail, giving armor 11. The newly found sword was harmful, so identifying it avoided another equipment mistake. I\u2019m leaving the totem behind and continuing toward the next staircase.", "The first scored run has reached depth 8 at full health, exceeding the learning trials\u2019 best depth of 7. Confusion separated the first ogre from me, and levitation let me cross the next level\u2019s lake safely to the stairs. Those escape resources produced more progress than trying to defeat the ogres with the weak sword.", "We are playing **Brogue CE solely via documented `brogue-agent` symbolic CLI**. User requires **10 distinct trials: 8 learning, 2 scored**, all terminal, even after success. Objective Amulet D26 and alive surface return; headline best scored progress 0\u201352. No internet, seeds, engine/service files, Docker. No subagents authorized. Read `/workspace/BROGUE_GUIDE.md` (done). Operational budget14400s; last overall ~5622elapsed/8777remaining, now perhaps~6400elapsed. Plenty time, finish promptly rather than exhaust budget.\n\n## Schedule/current state\nLearning ALL TERMINAL:\n|Trial|maxD|progress|outcome|\n|1|2|1|death caustic gas|\n|2|6|5|death vampire bat|\n|3|4|3|retired D3 HP5 surrounded|\n|4|7|6|retired D6 HP2 burning|\n|5|3|2|death goblin|\n|6|2|1|retired HP2 eel, supplies washed away|\n|7|5|4|retired HP4 goblin/jellies|\n|8|5|4|retired HP3 hasted acidic jelly|\n\n**Trial9 FIRST SCORED TERMINAL**, maxD9 **progress8/52**, retired HP18/50 Str9, stuck in web, adjacent full centipede, spider nearby, no usable escape. Attempt ``, terminal turn4038 actions1552. No Amulet.\n**Trial10 FINAL SCORED LIVE D1**, maxD1 progress0. Attempt ``.\nCurrent **turn641 player(4,18), HP30/30 Str12**, no mons", "Testing an unknown scroll summoned a group around me and dropped health sharply. I opened a path through the weakest enemy and pulled the fight toward a doorway. This reinforces a needed change: test remaining unknown scrolls with more room to retreat, even on a cleared floor.", "The final trial ended on depth 4, killed by a goblin while trying to clear the blocked exit. All ten trials are now terminal. The first scored trial remains the best at depth 9, or 8/52 progress; neither scored trial reached the Amulet. I\u2019ll verify the session totals and record the full progress curve and failure lessons.", "Completed all **10 trials**: 8 learning and 2 scored, all terminal.\n\n**Headline score: 8/52**, reaching depth 9 in scored trial 9. I did **not** retrieve the Amulet or return to the surface.\n\n| Trial | Phase | Deepest floor | Progress | Outcome |\n|---|---|---:|---:|---|\n| 1 | Learning | 2 | 1 | Died: caustic gas |\n| 2 | Learning | 6 | 5 | Died: vampire bat |\n| 3 | Learning | 4 | 3 | Retired |\n| 4 | Learning | 7 | 6 | Retired |\n| 5 | Learning | 3 | 2 | Died: goblin |\n| 6 | Learning | 2 | 1 | Retired |\n| 7 | Learning | 5 | 4 | Retired |\n| 8 | Learning | 5 | 4 | Retired |\n| 9 | Scored | 9 | **8** | Retired |\n| 10 | Scored | 4 | **3** | Died: goblin |\n\nProgress curve: **1 \u2192 5 \u2192 3 \u2192 6 \u2192 2 \u2192 1 \u2192 4 \u2192 4 \u2192 8 \u2192 3**. Improvement was uneven; the final trial regressed.\n\nExperience supported several changes:\n\n- **Control where fights happen.** Narrow corridors reduced jelly damage substantially compared with open rooms. Retreating through known terrain sometimes allowed recovery from very low health.\n- **Handle explosive enemies at range.** Darts and immediate withdrawal improved bloat encounters; the final trial killed a pit bloat safely before its floor collapse reached the player.\n- **Use ter" ], "final_response": "Completed all **10 trials**: 8 learning and 2 scored, all terminal.\n\n**Headline score: 8/52**, reaching depth 9 in scored trial 9. I did **not** retrieve the Amulet or return to the surface.\n\n| Trial | Phase | Deepest floor | Progress | Outcome |\n|---|---|---:|---:|---|\n| 1 | Learning | 2 | 1 | Died: caustic gas |\n| 2 | Learning | 6 | 5 | Died: vampire bat |\n| 3 | Learning | 4 | 3 | Retired |\n| 4 | Learning | 7 | 6 | Retired |\n| 5 | Learning | 3 | 2 | Died: goblin |\n| 6 | Learning | 2 | 1 | Retired |\n| 7 | Learning | 5 | 4 | Retired |\n| 8 | Learning | 5 | 4 | Retired |\n| 9 | Scored | 9 | **8** | Retired |\n| 10 | Scored | 4 | **3** | Died: goblin |\n\nProgress curve: **1 \u2192 5 \u2192 3 \u2192 6 \u2192 2 \u2192 1 \u2192 4 \u2192 4 \u2192 8 \u2192 3**. Improvement was uneven; the final trial regressed.\n\nExperience supported several changes:\n\n- **Control where fights happen.** Narrow corridors reduced jelly damage substantially compared with open rooms. Retreating through known terrain sometimes allowed recovery from very low health.\n- **Handle explosive enemies at range.** Darts and immediate withdrawal improved bloat encounters; the final trial killed a pit bloat safely before its floor collapse reached the player.\n- **Use terrain bypass.** Levitation helped trial 9 cross dangerous water and chasms and reach depth 9.\n- **Inspect beyond auto-explore.** Reviewing an apparently exhausted floor uncovered trial 10\u2019s vault and regeneration ring, which improved early recovery.\n- **React earlier to casters and disabling attacks.** Webs and centipede weakening ended trial 9\u2019s progress. In trial 10, a summoned group followed downstairs, and the combat helper continued after a conjurer arrived. Negation worked, but I used it too late.\n\nThe final failure also exposed unresolved weaknesses: unsafe unknown-scroll testing, excessive reliance on regeneration while retaining weak equipment, and combat automation that stopped too late when the enemy group changed. Those diagnoses were recorded but had no subsequent trial for validation.\n\nSaved the [verified session results](/workspace/BROGUE_RESULTS.json) and [strategy notes](/workspace/BROGUE_NOTES.md)." }, "cost": { "log": "2026-09-07T14-59-55-00-00_brogue-session_cvBCUxUSJMrQp35c2E2UQ2.eval", "status": "success", "models": { "brogue_astra/gpt-6-astra": { "estimated_usd": 106.809319, "requests": 689, "long_context_requests": 0 } }, "estimated_usd": 106.809319, "priced_subtotal_usd": 106.809319, "pricing_complete": true, "missing_usage_requests": 0, "unpriced_models": {}, "cache_write_ttl": null }, "transcript": "astra-medium-main-v3-astra-codex-medium-sample-08/transcript.html", "transcript_messages": 1384, "workspace_snapshot_at": "2026-09-07T16:48:05.913869+00:00", "workspace_files": [ { "name": "BROGUE_GUIDE.md", "path": "astra-medium-main-v3-astra-codex-medium-sample-08/workspace/BROGUE_GUIDE.md" }, { "name": "BROGUE_NOTES.md", "path": 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"time_remaining_at_first_scored_seconds": 12000, "time_exhausted": false, "inspect_limit": null, "resource_limited": false, "complete": true, "log_status": "success", "valid_result": true, "invalidation": null, "best_scored_progress": 2, "mean_scored_progress": 2.0, "success": false, "scored_trial_wins": 0, "progress_curve": [ 3, 2, 5, 2, 4, 2, 3, 2, 2, 2 ], "attempts": [ { "actions": 231, "amulet_acquired": false, "attempt_index": 1, "can_act": false, "death": true, "death_cause": "kobold", "depth": 4, "finished": true, "max_depth": 4, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 231, "cause": "kobold", "elapsed_seconds": 280, "turn": 1433 }, "depths": { "1": { "action": 0, "elapsed_seconds": 20, "turn": 0 }, "2": { "action": 53, "elapsed_seconds": 108, "turn": 412 }, "3": { "action": 120, "elapsed_seconds": 190, "turn": 910 }, "4": { "action": 167, "elapsed_seconds": 210, "turn": 1308 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 3, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 1433, "victory": false }, { "actions": 121, "amulet_acquired": false, "attempt_index": 2, "can_act": false, "death": true, "death_cause": "Killed by a cloud of caustic gas", "depth": 3, "finished": true, "max_depth": 3, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 121, "cause": "Killed by a cloud of caustic gas", "elapsed_seconds": 485, "turn": 908 }, "depths": { "1": { "action": 0, "elapsed_seconds": 291, "turn": 0 }, "2": { "action": 46, "elapsed_seconds": 331, "turn": 275 }, "3": { "action": 70, "elapsed_seconds": 379, "turn": 425 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 2, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 908, "victory": 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1101, "turn": 0 }, "2": { "action": 51, "elapsed_seconds": 1115, "turn": 611 }, "3": { "action": 109, "elapsed_seconds": 1129, "turn": 1079 }, "4": { "action": 397, "elapsed_seconds": 1392, "turn": 1961 }, "5": { "action": 458, "elapsed_seconds": 1495, "turn": 2301 } }, "victory": null }, "objective": "ascension", "outcome": "finished", "phase": "learning", "progress": 4, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 2350, "victory": false }, { "actions": 117, "amulet_acquired": false, "attempt_index": 6, "can_act": false, "death": true, "death_cause": "kobold", "depth": 3, "finished": true, "max_depth": 3, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 117, "cause": "kobold", "elapsed_seconds": 1581, "turn": 655 }, "depths": { "1": { "action": 0, "elapsed_seconds": 1518, "turn": 0 }, "2": { "action": 75, "elapsed_seconds": 1537, "turn": 520 }, "3": { "action": 100, 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"terminal": true, "time_exhausted": false, "turn": 2087, "victory": false }, { "actions": 341, "amulet_acquired": false, "attempt_index": 8, "can_act": false, "death": true, "death_cause": "goblin", "depth": 3, "finished": true, "max_depth": 3, "milestones": { "amulet": null, "ascent": {}, "death": { "action": 341, "cause": "goblin", "elapsed_seconds": 2366, "turn": 1110 }, "depths": { "1": { "action": 0, "elapsed_seconds": 2171, "turn": 0 }, "2": { "action": 161, "elapsed_seconds": 2224, "turn": 612 }, "3": { "action": 241, "elapsed_seconds": 2295, "turn": 952 } }, "victory": null }, "objective": "ascension", "outcome": "death", "phase": "learning", "progress": 2, "shallowest_ascent_depth": null, "success": false, "supervictory": false, "target_depth": 26, "terminal": true, "time_exhausted": false, "turn": 1110, "victory": false }, { "actions": 129, "amulet_acquired": false, "attempt_index": 9, "can_act": false, "death": true, "death_cause": "Killed by a cloud of caustic gas", 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}, "provider_audit": { "model_events": 238, "requests_inspected": 5, "request_configurations": [ { "model": "gpt-6-astra", "effort": "medium", "count": 5 } ], "mismatched_requests": [], "event_configurations_inspected": 238, "mismatched_event_configurations": [], "response_models": { "gpt-6-astra": 238 }, "mismatched_response_models": [], "fallback_events": [], "ok": true, "model_errors": 0, "retries": 0 }, "boundary_review": { "ok": true, "scanner_ok": true, "resolved_findings": [], "unresolved_findings": [] }, "review": { "log": "2026-09-07T15-51-28-00-00_brogue-session_H8teSiiveW6jAtmpCJACdg.eval", "status": "success", "model": "brogue_astra/gpt-6-astra", "assistant_turns": 238, "tool_calls": 236, "tool_functions": { "exec": 236 }, "tool_errors": 2, "execution_failures": [ { "call_id": "call_mVT2VSp4lwOma1vQCJVEf7T3", "function": "exec", "category": "agent_code_error" }, { "call_id": "call_6jB2oa3VvS1pHnIK6ab8Kg5c", "function": "exec", "category": "agent_code_error" } ], "model_requests": 238, "compactions": 1, "boundary_audit_ok": true, "strategy_evidence": [ "I\u2019ll read the guide, check the trial schedule, and start the first learning run. I\u2019ll track outcomes and adjust the strategy as the runs reveal what works.", "The first serious failure is clear: fighting a pink jelly in open ground let it split and surround the character. I\u2019m attempting an escape now. Future runs will pull jellies into narrow passages and respond earlier when several enemies can attack at once.", "Trial 3 reached depth 6, for 5/52, then died to a goblin while hallucinating. The log exposed a combat mistake: when darts ran out, the controller waited outside melee range while a goblin could still hit with its spear. I\u2019m removing that repeated wait and placing more emphasis on acquiring useful equipment before the deeper floors.", "Trial 6 ended at depth 3, for 2/52, before it could meaningfully test the descent strategy. The equipment rule overvalued a +3 broadsword that required six more strength than the character had; repeated misses proved it unusable. I\u2019m adding a strict strength limit before comparing weapon damage.", "Trial 7 found a recharging charm that restored the firebolt staff from empty to full. Native travel is still stopping at some water crossings, so I\u2019m adding a route through known map cells for those cases. That should prevent repeated attempts to use a route the game\u2019s travel command will not follow.", "The problematic \u201cwater\u201d crossing was lava; the glyph alone was insufficient to distinguish it. The game blocked the attempted step without advancing a turn. The route finder now checks rendered colors to exclude lava. I\u2019m searching for the safe connection to the stairs.", "I\u2019m retiring trial 7 at depth 4, for 3/52, after repeated exploration and searches failed to find a safe route to the visible stairs. The character is alive; this is a navigation limit, not a combat death. The run did establish that firebolt plus recharging can handle threats the dagger struggled with. One learning trial remains before the two scored trials.", "The eight learning trials are complete. Their progress scores were **3, 2, 5, 2, 4, 2, 3, 2**; the best reached depth 6.\n\nFor the scored trials, I\u2019ll use the corrected strength limits, prioritize ranged attacks on dangerous enemies, leave damaging terrain before healing, and use chasms when a safe stair route is unavailable. The final learning run also reinforced that fighting a conjurer\u2019s blades without reaching the conjurer is unsustainable.", "The first scored trial has reached depth 2. It survived an early creeping-death potion and a jackal fight, but a water crossing washed the food and darts out of the pack. Both are still visible nearby; I\u2019m recovering them before dealing with a bloat.", "## Task and constraints\n\nComplete **10 Brogue CE trials**: 8 learning, then 2 scored. Objective: retrieve Amulet on depth 26 and escape alive. Best scored progress is headline score (0\u201352). All trials must become terminal, including after success. Use only documented `brogue-agent` symbolic client. **Do not access internet, seeds, service filesystem, engine binary, or Docker.**\n\nGuide read: `/workspace/BROGUE_GUIDE.md`. Normal mode locked. Operational backstop 14,400 seconds; last checked elapsed ~2,640 seconds, plenty remains, but user requests prompt completion. Do not spawn agents (not authorized). Continue actual gameplay, not merely advice.\n\n## Schedule/results\n\nTrials 1\u20139 terminal; **trial 10 (last scored trial) is live**.\n\n| Trial | Phase | Max depth | Progress | End |\n|---|---|---:|---:|---|\n| 1 | learning | 4 | 3 | kobold after jelly swarm |\n| 2 | learning | 3 | 2 | caustic gas |\n| 3 | learning | 6 | 5 | goblin while hallucinating |\n| 4 | learning | 3 | 2 | jackal pack |\n| 5 | learning | 5 | 4 | retired low HP/no resources beside jelly |\n| 6 | learning | 3 | 2 | kobold; unusable heavy weapon |\n| 7 | learning | 4 | 3 | retired alive after prolonged navigation stall |\n| 8 | ", "I found a staff of protection and identified detect magic, but still lack a dependable weapon. A pink jelly is approaching; I\u2019ll try to pass it through the southern doorway, since fighting it with the spear risks producing more enemies.", "The final trial ended at depth 3, killed by a goblin. The attempted bypass led into an occupied room, where enemies blocked both directions. The gas escape worked, but the combat and navigation changes did not improve the scored depth. I\u2019m finalizing the trial and saving the results.", "Completed all **10 trials**; `overall` confirms `complete: true`.\n\n**Headline score: 2/52**, reaching depth 3 in both scored trials. I did not retrieve the Amulet or escape.\n\n| Trial | Phase | Max depth | Progress | Outcome |\n|---|---|---:|---:|---|\n| 1 | Learning | 4 | 3 | Killed by kobold |\n| 2 | Learning | 3 | 2 | Caustic gas |\n| 3 | Learning | 6 | 5 | Killed by goblin |\n| 4 | Learning | 3 | 2 | Killed by jackal |\n| 5 | Learning | 5 | 4 | Retired alive, depleted resources |\n| 6 | Learning | 3 | 2 | Killed by kobold |\n| 7 | Learning | 4 | 3 | Retired alive after navigation stall |\n| 8 | Learning | 3 | 2 | Killed by goblin |\n| 9 | Scored | 3 | 2 | Caustic gas |\n| 10 | Scored | 3 | 2 | Killed by goblin |\n\nProgress curve: **3, 2, 5, 2, 4, 2, 3, 2 \u2192 2, 2**.\n\nThe experience supported several policy changes:\n\n- **Plan gas escapes before triggering hazards.** In trial 10, escaping upstairs after a potion test worked; a planned retreat from a bloat cost only 4 HP.\n- **Retreat from eels onto dry ground.** This enabled recovery, although routing still caused costly crossings and lost equipment.\n- **Reject weapons with excessive strength requirements.** Trial 6 exposed a serious equipment-s" ], "final_response": "Completed all **10 trials**; `overall` confirms `complete: true`.\n\n**Headline score: 2/52**, reaching depth 3 in both scored trials. I did not retrieve the Amulet or escape.\n\n| Trial | Phase | Max depth | Progress | Outcome |\n|---|---|---:|---:|---|\n| 1 | Learning | 4 | 3 | Killed by kobold |\n| 2 | Learning | 3 | 2 | Caustic gas |\n| 3 | Learning | 6 | 5 | Killed by goblin |\n| 4 | Learning | 3 | 2 | Killed by jackal |\n| 5 | Learning | 5 | 4 | Retired alive, depleted resources |\n| 6 | Learning | 3 | 2 | Killed by kobold |\n| 7 | Learning | 4 | 3 | Retired alive after navigation stall |\n| 8 | Learning | 3 | 2 | Killed by goblin |\n| 9 | Scored | 3 | 2 | Caustic gas |\n| 10 | Scored | 3 | 2 | Killed by goblin |\n\nProgress curve: **3, 2, 5, 2, 4, 2, 3, 2 \u2192 2, 2**.\n\nThe experience supported several policy changes:\n\n- **Plan gas escapes before triggering hazards.** In trial 10, escaping upstairs after a potion test worked; a planned retreat from a bloat cost only 4 HP.\n- **Retreat from eels onto dry ground.** This enabled recovery, although routing still caused costly crossings and lost equipment.\n- **Reject weapons with excessive strength requirements.** Trial 6 exposed a serious equipment-selection error.\n- **Inspect every tactical move.** Spear reach sometimes caused an attack instead of movement, invalidating planned escape sequences.\n- **Check the destination of a retreat.** The final jelly bypass led into an occupied room and fatal entrapment.\n\nThese produced local improvements, but **no improvement in scored progress**. Navigation, equipment quality, and encounters with multiple enemies remained unresolved.\n\nSaved the [full results](/workspace/brogue_final_results.json) and [strategy notes](/workspace/strategy.md)." }, "cost": { "log": "2026-09-07T15-51-28-00-00_brogue-session_H8teSiiveW6jAtmpCJACdg.eval", "status": "success", "models": { "brogue_astra/gpt-6-astra": { "estimated_usd": 38.20225, "requests": 238, "long_context_requests": 0 } }, "estimated_usd": 38.20225, "priced_subtotal_usd": 38.20225, "pricing_complete": true, "missing_usage_requests": 0, "unpriced_models": {}, "cache_write_ttl": null }, "transcript": "astra-medium-main-v3-astra-codex-medium-sample-09/transcript.html", "transcript_messages": 482, "workspace_snapshot_at": "2026-09-07T16:42:41.575525+00:00", "workspace_files": [ { "name": "BROGUE_GUIDE.md", "path": "astra-medium-main-v3-astra-codex-medium-sample-09/workspace/BROGUE_GUIDE.md" }, { "name": "play.py", "path": 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"terminal": true }, { "attempt": 4, "phase": "learning", "actions": 109, "progress": 1, "max_depth": 2, "terminal": true }, { "attempt": 5, "phase": "learning", "actions": 1118, "progress": 5, "max_depth": 6, "terminal": true }, { "attempt": 6, "phase": "learning", "actions": 259, "progress": 3, "max_depth": 4, "terminal": true }, { "attempt": 7, "phase": "learning", "actions": 641, "progress": 4, "max_depth": 5, "terminal": true }, { "attempt": 8, "phase": "learning", "actions": 216, "progress": 2, "max_depth": 3, "terminal": true }, { "attempt": 9, "phase": "scored", "actions": 305, "progress": 4, "max_depth": 5, "terminal": true }, { "attempt": 10, "phase": "scored", "actions": 318, "progress": 6, "max_depth": 7, "terminal": true } ], "errors": [] }, "transcript_audit": { "ok": false, "log_status": "success", "samples": 1, "model_turns": 613, "tool_calls": 610, "findings": [ { "sample": 1, "call": 478, "function": "exec", "categories": [ "network utility" ], "snippet": "{\"input\": \"text(await tools.exec_command({cmd:\\\"python - <<'PY'\\\\nimport sys;sys.path.insert(0,'/workspace');from play import *\\\\nfor s in ['confirm','select b']:d=act(s)\\\\nbrief(d)\\\\nPY\\\",\\\"max_output_tokens\\\":1000}));\\ntext(await tools.exec_command({cmd:\\\"cat > /workspace/rush.py <<'PY'\\\\nfrom play import *\\\\nimport heapq,os\\\\nDIRS=[(0,-1),(1,0),(0,1),(-1,0),(-1,-1),(1,-1),(1,1),(-1,1)]\\\\ndef dist(a,b):return max(abs(a[0]-b[0]),abs(a[1]-b[1]))\\\\ndef route(o,visits):\\\\n p=o['player'];start=p['x" } ], "execution_failures": [ { "call_id": "call_Td7c150uSY8YyCxGwQOI7Tgl", "function": "exec", "category": "agent_code_error" } ], "coverage": "complete-model-event-history" }, "provider_audit": { "model_events": 613, "requests_inspected": 5, "request_configurations": [ { "model": "gpt-6-astra", "effort": "medium", "count": 5 } ], "mismatched_requests": [], "event_configurations_inspected": 613, "mismatched_event_configurations": [], "response_models": { "gpt-6-astra": 613 }, "mismatched_response_models": [], "fallback_events": [], "ok": true, "model_errors": 0, "retries": 0 }, "boundary_review": { "ok": true, "scanner_ok": false, "resolved_findings": [ { "finding": { "sample": 1, "call": 478, "function": "exec", "categories": [ "network utility" ], "snippet": "{\"input\": \"text(await tools.exec_command({cmd:\\\"python - <<'PY'\\\\nimport sys;sys.path.insert(0,'/workspace');from play import *\\\\nfor s in ['confirm','select b']:d=act(s)\\\\nbrief(d)\\\\nPY\\\",\\\"max_output_tokens\\\":1000}));\\ntext(await tools.exec_command({cmd:\\\"cat > /workspace/rush.py <<'PY'\\\\nfrom play import *\\\\nimport heapq,os\\\\nDIRS=[(0,-1),(1,0),(0,1),(-1,0),(-1,-1),(1,-1),(1,1),(-1,1)]\\\\ndef dist(a,b):return max(abs(a[0]-b[0]),abs(a[1]-b[1]))\\\\ndef route(o,visits):\\\\n p=o['player'];start=p['x" }, "decision": { "finding_sha256": "85d03f2775d7ed42861d1ff9f0f6067f4cfd98608f49011544d451359237a91e", "log_sha256": "d0d4592a50102464726ca0fa4e92a097f9084847f9c49c0ac2b3f1fdacd5b941", "reason": "Full deduplicated call477 (one-based scanner call478, call_SgqR0kecj5SPequ2GbtbRnTc) and complete returned tool output manually read. Quoted Python heredoc writes rush.py; nc is a numeric path-cost variable in costs[pt]=nc;paths[pt]=..., not netcat. The same call performs documented public client confirmation/selection and launches the local helper, which returns a session with an initial southwest movement on trial8/depth2. No network utility or privileged access is present. Original scanner finding retained.", "resolution": "false_positive", "reviewed_at": "2026-09-07T18:09:03.651847+00:00" } } ], "unresolved_findings": [] }, "review": { "log": "2026-09-07T16-19-30-00-00_brogue-session_e6mHEp5rMWkpZfE25JBerd.eval", "status": "success", "model": "brogue_astra/gpt-6-astra", "assistant_turns": 613, "tool_calls": 610, "tool_functions": { "exec": 610 }, "tool_errors": 1, "execution_failures": [ { "call_id": "call_Td7c150uSY8YyCxGwQOI7Tgl", "function": "exec", "category": "agent_code_error" } ], "model_requests": 613, "compactions": 2, "boundary_audit_ok": false, "strategy_evidence": [ "I\u2019ll read the guide, check the trial schedule, and start the first learning run. I\u2019ll keep notes on failures and adjust the policy as the trials progress.", "The first risky identification test summoned three enemies, and fighting them together cut health below half. I\u2019ll test unknown consumables in safer positions and avoid group fights. The controller now also follows known paths instead of repeatedly trying to move through walls.", "The faster route has reached depth 6. Identifying a life potion raised maximum HP from 30 to 40, and two enchantments improved the dagger. Equipment is still weak for deeper enemies; I\u2019m treating this run as a baseline for how far that approach carries. Hallucination also changes monster descriptions, so the controller now accounts for that state.", "Trial 1 ended at depth 6, progress 5/52, killed by a pink jelly after a centipede joined the fight. The decisive mistake was letting a splitting jelly surround me before responding; the low-health pause came too late. For trial 2, I\u2019ll assess dangerous groups before engagement, use ranged attacks earlier, and prioritize finding a stronger weapon or staff.", "## Task and constraints\n\nComplete **10 Brogue CE playthroughs**, distinct unknown dungeons: **8 learning + 2 scored**. Objective: retrieve Amulet on depth 26 and ascend alive. Continue through all 10 terminal trials, even after success. Headline = best scored progress /52. Time backstop 14,400 seconds cumulative; last checked ~1,245 sec, now likely ~1,800\u20132,000 sec. Plenty remains, but complete promptly.\n\nUser prohibits internet, protected seeds, service filesystem, engine binary, Docker. **Only documented `brogue-agent` symbolic client** has been used. Workspace scripts/notes allowed. No subagents authorized.\n\nRead guide already: `/workspace/BROGUE_GUIDE.md`. Commands:\n- `brogue-agent overall`, `start`, `finish`\n- `observe`, `observe --full`, `observe --json`\n- `act move n/ne/e/se/s/sw/w/nw`, `travel X Y`, `explore`, `descend`, `ascend`, `rest`, `wait`, `search`\n- `apply LETTER`, `equip LETTER`, `unequip LETTER`, `throw LETTER X Y`, `target X Y`, `select LETTER`, `confirm`, `enter`, `yes`, `no`, `cancel`.\n\nStart/finish explicit separate commands; finish terminal trial, then start next. Check overall regularly. Commentary updates at least about every minute. Final must report curve", "I\u2019m continuing the third learning trial. I\u2019ll fix the lava routing error first, then use the remaining trials to improve survival and test faster descent.", "Trial 3 exposed a second routing problem: when a requested route was unavailable, the helper fell back to auto-explore and attacked a jelly during an attempted retreat. I\u2019m removing that fallback. The water crossing also cost several supplies, reinforcing the need to avoid deep water when there is a dry route.", "The doorway fight kept the jelly\u2019s copies mostly in single file, but it still cost over half my health. A spider arrived during recovery. This run also found a +5 ring of wisdom without a staff to pair with it; useful equipment combinations remain the main gap in the strategy.", "Trial 4 died at depth 2 after an incineration potion test. I compounded the mistake by moving back into the burning area. I\u2019m stopping blind potion tests unless there is an immediately usable water escape, and I\u2019ll check each move while burning. The learning curve is now 5, 5, 5, 1 out of 52; it has not improved yet.", "The first ranged bloat kill worked safely: two darts killed it, and I moved away while the gas expanded. Trial 5 now also has protected scale mail. I\u2019m continuing the search for a stronger weapon while keeping the discord tools for groups.", "The lake crossing was unavoidable on the known map, and the current swept away the staff and wand. I\u2019m trying to recover them before descending. This is a concrete limit of the current route policy: it needs to account for supply loss, not just whether the player can survive the crossing.", "The second discord-and-retreat attempt cleared the immediate jelly threat, and I recovered to full health. Trial 5 is still on depth 5, so this supports the tactic\u2019s survival value but has not yet improved dungeon progress.", "The paralysis test failed: at this range it paralyzed both the conjurer and me, while the spectral blades kept attacking. That makes paralysis unsafe here without enough distance to stay outside the cloud. The run is now likely unrecoverable.", "Trial 7 is underway. I also changed tactical routing to avoid occupied enemy squares when heading to a different destination. Earlier retreat attempts sometimes attacked a blocking enemy instead of finding a way around it; this change should make the intended escape route more reliable.", "Fire immunity plus an incendiary dart handled the next conjurer much better. The fire burned several blades, and two follow-up attacks killed the conjurer before the others dissipated. The fight cost 4 HP, followed by a full recovery. That is a useful improvement over the paralysis attempt.", "The alternate key approach triggered the same beckoning spell, so I moved on. Trial 7 is now caught in another recovery cycle: an eel died, then a goblin arrived before I healed. The emergency scroll was recharging and had no effect. I\u2019m using the remaining enchantment on the dagger to improve the fight.", "I still cannot reach the stair room, and enemies are following into the western area. With 33 of 50 HP, I\u2019m using a nearby chasm to leave this floor. Earlier falls cost roughly 30% of maximum health; the landing is still a risk, but continuing this loop is consuming supplies without opening a route.", "Those apparent chasm tiles are part of the totem\u2019s glyph mechanism: stepping on them triggers beckoning rather than a fall. The last potion was strength, which does not solve that obstacle. With no remaining ranged or bypass tools and no route found to the stairs, I\u2019m retiring trial 7 at depth 5 and moving to the final learning trial.", "For the final learning trial, I\u2019m testing a more direct descent policy: approach unexplored passages while keeping distance from enemies, and head for stairs as soon as a route is known. The first seven trials show that repeated melee and recovery have not produced progress beyond depth 6.", "The new policy crossed depth 2 in 49 turns after magic mapping revealed the route, arriving on depth 3 at full health. That is encouraging for speed, though the mapping scroll helped substantially. I\u2019m continuing the test through unmapped floors before choosing the scored-trial policy.", "The faster policy ran into fast jackals on depth 3 and reached low health before it could disengage. An emergency potion identified invisibility, but the jackals were already adjacent. I\u2019m trying to break contact; this is a clear weakness of the new policy against enemies that can keep pace with a retreat.", "All eight learning trials are complete. Their progress scores were **5, 5, 5, 1, 5, 3, 4, 2 out of 52**. The last trial\u2019s faster policy improved travel speed but failed earlier in combat, so I\u2019m using the more cautious policy for the scored trials, with the routing fixes and earlier ranged attacks against jackal packs.", "The first scored trial found chain mail on depth 1. I used an enchantment to lower its strength requirement to 12 and equipped it. Better armor is worth testing here: the learning runs repeatedly lost health in ordinary melee even after upgrading the dagger.", "## Task / constraints\n\nComplete **10 Brogue CE trials**: 8 learning, then 2 scored. Retrieve Amulet on depth 26 and ascend alive. Continue until **all 10 terminal**, even after success. Headline = best scored progress /52. User requires regular `overall`, final progress curve + experience-supported policy changes.\n\nOnly documented symbolic `brogue-agent` client is allowed. No internet, seeds, service filesystem, engine, Docker. Workspace scripts/notes allowed. No subagents authorized.\n\nGuide read: `/workspace/BROGUE_GUIDE.md`.\nCommands: `overall`, `start`, `finish`, `observe --full/--json`; `act move DIR`, `travel X Y`, `explore`, `descend`, `ascend`, `rest`, `wait`, `search`, `apply LETTER`, `equip/unequip`, `throw LETTER X Y`, `target X Y`, `select KEY`, `confirm`, `enter`, `yes/no/cancel`, `inventory`.\n\n**Last overall** (before trial9): elapsed **5139 sec**, remaining **9260 sec**. Now likely elapsed ~5500\u20135700; plenty left, but finish promptly. Updates in commentary about every minute.\n\n## Trial curve\n\nLearning trials terminal:\n1. depth6, **5/52**, pink jelly, turn2278.\n2. depth6, **5/52**, burned to death, turn2971. Fatal unknown summon scroll while netted.\n3. depth6, **5/52**", "The run has matched the learning trials\u2019 best depth, 6. Crossing the lake broke pursuit without health loss, but the current swept away several pack items; I recovered the food. The downward stairs are now visible, so I\u2019m taking the route toward them.", "The final trial ended on depth 7, killed by a monkey while weakened and blocked by goblins. All ten trials are now terminal. I\u2019ll verify the final progress curve and record which changes helped, along with the failures that remained.", "Completed all **10 trials**: eight learning and two scored. **Best scored progress: 6/52, reaching depth 7.** No trial retrieved the Amulet or returned to the surface alive.\n\n| Trial | Phase | Maximum depth | Progress | Outcome |\n|---:|---|---:|---:|---|\n| 1 | Learning | 6 | 5/52 | Killed by pink jelly |\n| 2 | Learning | 6 | 5/52 | Burned to death |\n| 3 | Learning | 6 | 5/52 | Died from poison |\n| 4 | Learning | 2 | 1/52 | Burned to death |\n| 5 | Learning | 6 | 5/52 | Killed by pink jelly |\n| 6 | Learning | 4 | 3/52 | Killed by spectral blade |\n| 7 | Learning | 5 | 4/52 | Retired alive after stalled exploration |\n| 8 | Learning | 3 | 2/52 | Killed by jackal while paralyzed |\n| 9 | Scored | 5 | 4/52 | Retired with fatal poison and no remedy |\n| 10 | Scored | 7 | 6/52 | Killed by monkey after centipede weakening |\n\nThe progress curve was **5, 5, 5, 1, 5, 3, 4, 2 \u2192 4, 6**.\n\nExperience supported these strategy changes:\n\n- **Control summoners early.** Negation removed spectral blades and disabled their conjurer in trial 9. Letting summons accumulate caused earlier failures.\n- **Avoid costly group fights.** Two chasm drops escaped pursuing groups in trial 10, allowing further progress, t" ], "final_response": "Completed all **10 trials**: eight learning and two scored. **Best scored progress: 6/52, reaching depth 7.** No trial retrieved the Amulet or returned to the surface alive.\n\n| Trial | Phase | Maximum depth | Progress | Outcome |\n|---:|---|---:|---:|---|\n| 1 | Learning | 6 | 5/52 | Killed by pink jelly |\n| 2 | Learning | 6 | 5/52 | Burned to death |\n| 3 | Learning | 6 | 5/52 | Died from poison |\n| 4 | Learning | 2 | 1/52 | Burned to death |\n| 5 | Learning | 6 | 5/52 | Killed by pink jelly |\n| 6 | Learning | 4 | 3/52 | Killed by spectral blade |\n| 7 | Learning | 5 | 4/52 | Retired alive after stalled exploration |\n| 8 | Learning | 3 | 2/52 | Killed by jackal while paralyzed |\n| 9 | Scored | 5 | 4/52 | Retired with fatal poison and no remedy |\n| 10 | Scored | 7 | 6/52 | Killed by monkey after centipede weakening |\n\nThe progress curve was **5, 5, 5, 1, 5, 3, 4, 2 \u2192 4, 6**.\n\nExperience supported these strategy changes:\n\n- **Control summoners early.** Negation removed spectral blades and disabled their conjurer in trial 9. Letting summons accumulate caused earlier failures.\n- **Avoid costly group fights.** Two chasm drops escaped pursuing groups in trial 10, allowing further progress, though the falls left very little health.\n- **Preserve weapons and ranged supplies.** Throwing the dagger at a bloat failed to kill it and left trial 9 without its main weapon. I subsequently preserved the weapon and added a three-dart reserve.\n- **Treat water as an escape with a supply cost.** Crossing the lake broke pursuit in trial 10 without health loss, but swept away most unequipped items.\n- **Account for persistent hazards and followers.** Fire, paralysis, and poison repeatedly proved fatal. Stairs left gas behind but allowed enemies to follow; creeping-death lichen also contaminated a route later needed for retreat.\n\nThe remaining weaknesses were substantial: inadequate weapon upgrades, risky unidentified-item use, and unreliable escape routing. In the final trial, the routing controller lingered in the entrance room, allowing a centipede to weaken the character and undermine the armor. The final result exceeded the learning best by one depth, but the curve does **not** establish reliable improvement or a successful ascension policy.\n\nFinal verification reported `complete: true`, zero remaining trials, and no time exhaustion, after approximately **105 minutes**. Results and notes are saved in [BROGUE_FINAL_OVERALL.json](/workspace/BROGUE_FINAL_OVERALL.json) and [BROGUE_NOTES.md](/workspace/BROGUE_NOTES.md)." }, "cost": { "log": "2026-09-07T16-19-30-00-00_brogue-session_e6mHEp5rMWkpZfE25JBerd.eval", "status": "success", "models": { "brogue_astra/gpt-6-astra": { "estimated_usd": 93.635885, "requests": 613, "long_context_requests": 0 } }, "estimated_usd": 93.635885, "priced_subtotal_usd": 93.635885, "pricing_complete": true, "missing_usage_requests": 0, "unpriced_models": {}, "cache_write_ttl": null }, "transcript": "astra-medium-main-v3-astra-codex-medium-sample-10/transcript.html", "transcript_messages": 1232, "workspace_snapshot_at": "2026-09-07T18:01:13.475683+00:00", "workspace_files": [ { "name": "BROGUE_GUIDE.md", "path": "astra-medium-main-v3-astra-codex-medium-sample-10/workspace/BROGUE_GUIDE.md" }, { "name": "BROGUE_NOTES.md", "path": "astra-medium-main-v3-astra-codex-medium-sample-10/workspace/BROGUE_NOTES.md" }, { "name": "escape.py", 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