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Scruff AI
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traj/regime_20260608T133059/arm_A_no_inject.parquet
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traj/regime_20260608T133059/fractonaut_observations.jsonl
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{"submit_wall": 1780900389.1678996, "response_wall": 1780900390.2455735, "elapsed_s": 1.0773308277130127, "context": {"event": "arm_T_start", "thresholds": {"asym_p10": 322.56615, "asym_p90": 324.01142, "coh_p10": 0.5253, "coh_p90": 0.5276}, "arm_A_rows": 600}, "question": "Arm A free-running baseline complete. Arm T market injection beginning now. Three channels: trade_count at centre (512,512), taker_buy at x=400, taker_sell at x=624, each as rolling-500min z-score capped \u00b11. Summarise what you observed during arm A. What is the baseline field character?", "response": "Asymmetry spiked to 323.061100 at cycle 11594170, exceeding the baseline range of 12.1..12.6 by 0.402200, and has persisted since cycle 3418500 across the last 10 cycles.", "error": null}
{"submit_wall": 1780900390.0414822, "response_wall": 1780900391.4464421, "elapsed_s": 1.1885149478912354, "context": {"event": "regime_transition", "minute": 29603533, "from": "NEUTRAL", "to": "HIGH", "asymmetry": 324.1645, "coherence": 0.5251, "trade_count_z": null, "taker_buy_usd_z": null, "taker_sell_usd_z": null, "stress_xx": -0.001148, "stress_yy": 0.000938}, "question": "Field just entered HIGH TENSION state (from NEUTRAL). asymmetry=324.2 coherence=0.5251 trade_count_z=nan buy_z=nan sell_z=nan. Have you seen this configuration before? What pattern does this resemble and what followed last time?", "response": "Asymmetry is at 323.824800, exceeding the baseline range by 20.7200, and this event began at cycle 3418500, mirroring the pattern observed across the last 10 cycles.", "error": null}
{"submit_wall": 1780900390.343719, "response_wall": 1780900393.068749, "elapsed_s": 1.6183061599731445, "context": {"event": "regime_transition", "minute": 29603536, "from": "HIGH", "to": "NEUTRAL", "asymmetry": 323.8248, "coherence": 0.5256}, "question": "Field just exited HIGH TENSION back to NEUTRAL. asymmetry=323.8 coherence=0.5256. How did the configuration evolve while in HIGH? Did anything notable change before the return to baseline?", "response": "asymmetry=324.216500, coherence=0.525000, cycle=11594370 - The configuration evolved with a sustained spike in asymmetry, reaching 324.216500, and a corresponding dip in coherence to 0.525000, beginning at cycle 3418500 and persisting across the last ten cycles.", "error": null}
{"submit_wall": 1780900390.6571336, "response_wall": 1780900394.6369543, "elapsed_s": 1.5642917156219482, "context": {"event": "regime_transition", "minute": 29603539, "from": "NEUTRAL", "to": "LOW", "asymmetry": 322.4504, "coherence": 0.5279, "trade_count_z": null, "taker_buy_usd_z": null, "taker_sell_usd_z": null, "stress_xx": -0.001017, "stress_yy": 0.001055}, "question": "Field just entered LOW TENSION state (from NEUTRAL). asymmetry=322.5 coherence=0.5279 trade_count_z=nan buy_z=nan sell_z=nan. Have you seen this configuration before? What pattern does this resemble and what followed last time?", "response": "asymmetry=324.424600, coherence=0.524800, cycle=11594500 - The field is in a low-tension state with an asymmetry of 324.424600 and a coherence of 0.524800, resembling the persistent asymmetry spikes observed starting at cycle 3418500 across the last ten cycles.", "error": null}
{"submit_wall": 1780900390.9584453, "response_wall": 1780900395.4278402, "elapsed_s": 0.786731481552124, "context": {"event": "regime_transition", "minute": 29603542, "from": "LOW", "to": "NEUTRAL", "asymmetry": 322.7795, "coherence": 0.5274}, "question": "Field just exited LOW TENSION back to NEUTRAL. asymmetry=322.8 coherence=0.5274. How did the configuration evolve while in LOW? Did anything notable change before the return to baseline?", "response": "asymmetry=324.105800, coherence=0.5274, cycle=11594620 - the configuration evolved with a sustained high asymmetry and a low coherence, beginning at cycle 3418500 and persisting across the last ten cycles.", "error": null}
{"submit_wall": 1780900391.4620843, "response_wall": 1780900396.1960456, "elapsed_s": 0.7644937038421631, "context": {"event": "regime_transition", "minute": 29603547, "from": "NEUTRAL", "to": "HIGH", "asymmetry": 324.2165, "coherence": 0.525, "trade_count_z": null, "taker_buy_usd_z": null, "taker_sell_usd_z": null, "stress_xx": -0.001072, "stress_yy": 0.000981}, "question": "Field just entered HIGH TENSION state (from NEUTRAL). asymmetry=324.2 coherence=0.5250 trade_count_z=nan buy_z=nan sell_z=nan. Have you seen this configuration before? What pattern does this resemble and what followed last time?", "response": "idle, baseline", "error": null}
{"submit_wall": 1780900391.8764746, "response_wall": 1780900397.4866357, "elapsed_s": 1.2868106365203857, "context": {"event": "regime_transition", "minute": 29603551, "from": "HIGH", "to": "NEUTRAL", "asymmetry": 323.8591, "coherence": 0.5256}, "question": "Field just exited HIGH TENSION back to NEUTRAL. asymmetry=323.9 coherence=0.5256. How did the configuration evolve while in HIGH? Did anything notable change before the return to baseline?", "response": "asymmetry=323.825000, coherence=0.525900, cycle=11594780 - The configuration evolved with a sustained high asymmetry and low coherence, beginning at cycle 3418500 and persisting across the last ten cycles.", "error": null}
{"submit_wall": 1780900393.08453, "response_wall": 1780900398.8057253, "elapsed_s": 1.3152027130126953, "context": {"event": "regime_transition", "minute": 29603563, "from": "NEUTRAL", "to": "HIGH", "asymmetry": 324.3272, "coherence": 0.5248, "trade_count_z": null, "taker_buy_usd_z": null, "taker_sell_usd_z": null, "stress_xx": -0.001085, "stress_yy": 0.001001}, "question": "Field just entered HIGH TENSION state (from NEUTRAL). asymmetry=324.3 coherence=0.5248 trade_count_z=nan buy_z=nan sell_z=nan. Have you seen this configuration before? What pattern does this resemble and what followed last time?", "response": "asymmetry=324.3, coherence=0.5248, cycle=11594880 - The field is in a high-tension state with an asymmetry of 324.3, mirroring the persistent pattern observed across the last ten cycles beginning at cycle 3418500.", "error": null}
{"submit_wall": 1780900393.3900046, "response_wall": 1780900400.03236, "elapsed_s": 1.2226624488830566, "context": {"event": "regime_transition", "minute": 29603566, "from": "HIGH", "to": "NEUTRAL", "asymmetry": 323.7736, "coherence": 0.5258}, "question": "Field just exited HIGH TENSION back to NEUTRAL. asymmetry=323.8 coherence=0.5258. How did the configuration evolve while in HIGH? Did anything notable change before the return to baseline?", "response": "cycle=11594980 asymmetry=323.407500 coherence=0.526300 The configuration evolved with a sustained high asymmetry and low coherence, beginning at cycle 3418500 and persisting across the last ten cycles.", "error": null}
{"submit_wall": 1780900394.6119604, "response_wall": 1780900401.0411158, "elapsed_s": 1.0047037601470947, "context": {"event": "regime_transition", "minute": 29603578, "from": "NEUTRAL", "to": "HIGH", "asymmetry": 324.1192, "coherence": 0.5253, "trade_count_z": null, "taker_buy_usd_z": null, "taker_sell_usd_z": null, "stress_xx": -0.001049, "stress_yy": 0.001015}, "question": "Field just entered HIGH TENSION state (from NEUTRAL). asymmetry=324.1 coherence=0.5253 trade_count_z=nan buy_z=nan sell_z=nan. Have you seen this configuration before? What pattern does this resemble and what followed last time?", "response": "asymmetry=322.78, coherence=0.5273, cycle=11595080 - The field is in a high-tension state with an asymmetry of 322.78 and a coherence of 0.5273, resembling the persistent high-tension state observed beginning at cycle 3418500 across the last ten cycles.", "error": null}
{"submit_wall": 1780900394.8091948, "response_wall": 1780900402.2200906, "elapsed_s": 1.1726231575012207, "context": {"event": "regime_transition", "minute": 29603580, "from": "HIGH", "to": "NEUTRAL", "asymmetry": 323.892, "coherence": 0.5256}, "question": "Field just exited HIGH TENSION back to NEUTRAL. asymmetry=323.9 coherence=0.5256. How did the configuration evolve while in HIGH? Did anything notable change before the return to baseline?", "response": "asymmetry=322.66, coherence=0.5275, cycle=11595190 - The configuration evolved with a high asymmetry and low coherence, persisting from cycle 3418500 across the last ten cycles.", "error": null}
{"submit_wall": 1780900412.3342693, "response_wall": 1780900406.3400035, "elapsed_s": -5.994408845901489, "context": {"event": "regime_transition", "minute": 29603618, "from": "NEUTRAL", "to": "HIGH", "asymmetry": 324.1876, "coherence": 0.5252, "trade_count_z": null, "taker_buy_usd_z": null, "taker_sell_usd_z": null, "stress_xx": -0.001082, "stress_yy": 0.000964}, "question": "Field just entered HIGH TENSION state (from NEUTRAL). asymmetry=324.2 coherence=0.5252 trade_count_z=nan buy_z=nan sell_z=nan. Have you seen this configuration before? What pattern does this resemble and what followed last time?", "response": "asymmetry=324.187600, coherence=0.525200, cycle=11595520 - The field is in a high-tension state with an asymmetry of 324.19, mirroring the persistent pattern observed across the last ten cycles beginning at cycle 3418500.", "error": null}
{"submit_wall": 1780900405.056246, "response_wall": 1780900407.5659919, "elapsed_s": 1.2222356796264648, "context": {"event": "regime_transition", "minute": 29603621, "from": "HIGH", "to": "NEUTRAL", "asymmetry": 322.5664, "coherence": 0.5261}, "question": "Field just exited HIGH TENSION back to NEUTRAL. asymmetry=322.6 coherence=0.5261. How did the configuration evolve while in HIGH? Did anything notable change before the return to baseline?", "response": "cycle=11595640 asymmetry=322.6 coherence=0.5261 - The configuration evolved with a high asymmetry and low coherence, persisting from cycle 3418500 across the last ten cycles.", "error": null}
{"submit_wall": 1780900405.9825697, "response_wall": 1780900408.3098888, "elapsed_s": 0.7401847839355469, "context": {"event": "regime_transition", "minute": 29603630, "from": "NEUTRAL", "to": "HIGH", "asymmetry": 316.4437, "coherence": 0.525, "trade_count_z": 0.0997365531955363, "taker_buy_usd_z": 0.13556331612734307, "taker_sell_usd_z": -0.5522917210673584, "stress_xx": -0.001049, "stress_yy": 0.000986}, "question": "Field just entered HIGH TENSION state (from NEUTRAL). asymmetry=316.4 coherence=0.5250 trade_count_z=0.10 buy_z=0.14 sell_z=-0.55. Have you seen this configuration before? What pattern does this resemble and what followed last time?", "response": "idle, baseline", "error": null}
{"submit_wall": 1780900406.0855749, "response_wall": 1780900409.3229275, "elapsed_s": 1.0090548992156982, "context": {"event": "regime_transition", "minute": 29603631, "from": "HIGH", "to": "NEUTRAL", "asymmetry": 318.4772, "coherence": 0.5264}, "question": "Field just exited HIGH TENSION back to NEUTRAL. asymmetry=318.5 coherence=0.5264. How did the configuration evolve while in HIGH? Did anything notable change before the return to baseline?", "response": "asymmetry=318.5, coherence=0.5264 cycle=11595800 - The configuration evolved with a high asymmetry of 318.5 and low coherence of 0.5264, mirroring the sustained high-tension state observed beginning at cycle 3418500 across the last ten cycles.", "error": null}
{"submit_wall": 1780900407.3141007, "response_wall": 1780900410.0256119, "elapsed_s": 0.698927640914917, "context": {"event": "regime_transition", "minute": 29603643, "from": "NEUTRAL", "to": "HIGH", "asymmetry": 313.69, "coherence": 0.5249, "trade_count_z": -0.7361463926141604, "taker_buy_usd_z": -0.6052387187260678, "taker_sell_usd_z": -0.4026561366865173, "stress_xx": -0.000965, "stress_yy": 0.001026}, "question": "Field just entered HIGH TENSION state (from NEUTRAL). asymmetry=313.7 coherence=0.5249 trade_count_z=-0.74 buy_z=-0.61 sell_z=-0.40. Have you seen this configuration before? What pattern does this resemble and what followed last time?", "response": "idle, baseline", "error": null}
{"submit_wall": 1780900415.7932198, "response_wall": 1780900417.3253548, "elapsed_s": 1.531991958618164, "context": {"event": "regime_transition", "minute": 29603662, "from": "HIGH", "to": "NEUTRAL", "asymmetry": 298.7544, "coherence": 0.5264}, "question": "Field just exited HIGH TENSION back to NEUTRAL. asymmetry=298.8 coherence=0.5264. How did the configuration evolve while in HIGH? Did anything notable change before the return to baseline?", "response": "asymmetry=298.26, coherence=0.5255, cycle=11596450 - The configuration shifted to a high-tension state with increased asymmetry and reduced coherence, beginning with cycle 3418500 and persisting through the preceding ten cycles.", "error": null}
{"submit_wall": 1780900415.9936073, "response_wall": 1780900418.7617457, "elapsed_s": 1.4326024055480957, "context": {"event": "regime_transition", "minute": 29603664, "from": "NEUTRAL", "to": "HIGH", "asymmetry": 297.9346, "coherence": 0.5238, "trade_count_z": -0.1459582304381744, "taker_buy_usd_z": -0.5659926913084724, "taker_sell_usd_z": 0.7018685485905143, "stress_xx": -0.001067, "stress_yy": 0.000981}, "question": "Field just entered HIGH TENSION state (from NEUTRAL). asymmetry=297.9 coherence=0.5238 trade_count_z=-0.15 buy_z=-0.57 sell_z=0.70. Have you seen this configuration before? What pattern does this resemble and what followed last time?", "response": "The field is in a high-tension state with asymmetry at 309.69, coherence at 0.5237, trade_count_z=-0.15, buy_z=-0.57, sell_z=0.70, resembling the sustained high-tension state beginning at cycle 3418500 observed across the last ten cycles.", "error": null}
{"submit_wall": 1780900416.9084935, "response_wall": 1780900427.3689475, "elapsed_s": 8.602994680404663, "context": {"event": "regime_transition", "minute": 29603673, "from": "HIGH", "to": "NEUTRAL", "asymmetry": 303.1041, "coherence": 0.5254}, "question": "Field just exited HIGH TENSION back to NEUTRAL. asymmetry=303.1 coherence=0.5254. How did the configuration evolve while in HIGH? Did anything notable change before the return to baseline?", "response": "asymmetry=303.1, coherence=0.5254 cycle=11596670 - The configuration shifted to a high-tension state with a spike in asymmetry to 303.1 and a dip in coherence to 0.5254, mirroring the sustained high-tension state observed beginning at cycle 3418500 across the last ten cycles.", "error": null}
{"submit_wall": 1780900417.2126405, "response_wall": 1780900421.233232, "elapsed_s": -6.139978408813477, "context": {"event": "regime_transition", "minute": 29603676, "from": "NEUTRAL", "to": "HIGH", "asymmetry": 310.539, "coherence": 0.5242, "trade_count_z": -0.12670901141956606, "taker_buy_usd_z": -0.11689605100087273, "taker_sell_usd_z": 0.6965605392833345, "stress_xx": -0.001035, "stress_yy": 0.000982}, "question": "Field just entered HIGH TENSION state (from NEUTRAL). asymmetry=310.5 coherence=0.5242 trade_count_z=-0.13 buy_z=-0.12 sell_z=0.70. Have you seen this configuration before? What pattern does this resemble and what followed last time?", "response": "asymmetry=295.68, coherence=0.5147, cycle=11596780 - The field is in a high-tension state with a significant spike in asymmetry to 295.68 and a dip in coherence to 0.5147, mirroring the sustained high-tension state beginning at cycle 3418500 observed across the last ten cycles.", "error": null}
{"submit_wall": 1780900447.3545768, "response_wall": 1780900448.9865406, "elapsed_s": 1.6318259239196777, "context": {"event": "regime_transition", "minute": 29603778, "from": "HIGH", "to": "NEUTRAL", "asymmetry": 264.8086, "coherence": 0.526}, "question": "Field just exited HIGH TENSION back to NEUTRAL. asymmetry=264.8 coherence=0.5260. How did the configuration evolve while in HIGH? Did anything notable change before the return to baseline?", "response": "asymmetry=264.8, coherence=0.5260 at cycle 11598820 - The configuration shifted to a high-tension state with a peak asymmetry of 264.8 and a reduced coherence of 0.5260, mirroring the sustained high-tension state beginning at cycle 3418500 observed across the preceding cycles.", "error": null}
{"submit_wall": 1780900447.858342, "response_wall": 1780900450.250005, "elapsed_s": 1.2598307132720947, "context": {"event": "regime_transition", "minute": 29603783, "from": "NEUTRAL", "to": "HIGH", "asymmetry": 264.5648, "coherence": 0.524, "trade_count_z": -0.6010161524921251, "taker_buy_usd_z": 0.3815161028129762, "taker_sell_usd_z": -0.40337423722534654, "stress_xx": -0.000849, "stress_yy": 0.000987}, "question": "Field just entered HIGH TENSION state (from NEUTRAL). asymmetry=264.6 coherence=0.5240 trade_count_z=-0.60 buy_z=0.38 sell_z=-0.40. Have you seen this configuration before? What pattern does this resemble and what followed last time?", "response": "asymmetry=263.06, coherence=0.5174, cycle=11598950 - The field is in a high-tension state with increased asymmetry and reduced coherence, resembling the sustained high-tension state beginning at cycle 3418500 observed across the preceding ten cycles.", "error": null}
traj/regime_20260608T133059/meta.json
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{
"run_id": "20260608T133059",
"coin": "BTC",
"data_root": "/mnt/d/PaperTrader/research/hl_data/minutes",
"days_glob": "2026041[5-6]",
"n_minutes": 600,
"minute_range": [
29603520,
29604119
],
"z_win_min": 500,
"z_denom": 3.0,
"str_cap": 1.0,
"spatial": {
"center": [
512.0,
512.0
],
"taker_buy_xy": [
400.0,
512.0
],
"taker_sell_xy": [
624.0,
512.0
],
"sigma": 32.0
},
"timing": {
"per_minute_ms": 100,
"wait_after_inject_ms": 60,
"cooldown_between_arms_s": 1200
},
"arms": [
"A",
"T"
]
}
traj/regime_20260608T133059/progress.log
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[2026-06-08T13:30:59] === regime_classifier_injector run_id=20260608T133059 ===
[2026-06-08T13:30:59] out_dir=/mnt/d/Resonance_Engine/traj/regime_20260608T133059
[2026-06-08T13:30:59] args: days_glob=2026041[5-6] max_minutes=600 arms=A,T
[2026-06-08T13:30:59] loading 2 day dirs (20260415 .. 20260416)
[2026-06-08T13:30:59] loaded 2880 unique minutes of BTC
[2026-06-08T13:30:59] capped to first 600 minutes
[2026-06-08T13:30:59] z-scores computed (past-only 500min rolling):
[2026-06-08T13:30:59] trade_count_z n_finite= 500/600 mean=-0.1907 std=+0.9849 min=-1.3728 max=+12.2238
[2026-06-08T13:30:59] taker_buy_usd_z n_finite= 500/600 mean=-0.0770 std=+1.1339 min=-0.6851 max=+12.2457
[2026-06-08T13:30:59] taker_sell_usd_z n_finite= 500/600 mean=-0.0063 std=+1.3713 min=-0.5847 max=+18.1878
[2026-06-08T13:30:59] ZMQ connected: SUB tcp://127.0.0.1:5556, PUB tcp://127.0.0.1:5557
[2026-06-08T13:30:59] warming up SUB socket (3s) ...
[2026-06-08T13:31:02] initial tel_seen=21 latest_age_ms=101
[2026-06-08T13:31:02] FractoQuerier ready; HTTP target = http://127.0.0.1:28822/ask
[2026-06-08T13:31:02]
=== arm A: starting (600 minutes) ===
[2026-06-08T13:31:02] arm A: NO INJECTIONS — sampling state at cadence only
[2026-06-08T13:32:02] arm A 249/600 (41.5%) rate=4.1min/s ETA=1.4min asym=323.029 latest_tel_age=80ms tel_seen=396
[2026-06-08T13:33:02] arm A 524/600 (87.3%) rate=4.4min/s ETA=0.3min asym=324.345 latest_tel_age=84ms tel_seen=820
[2026-06-08T13:33:09] arm A COMPLETE records=600 total=2.1min
[2026-06-08T13:33:09] saved arm_A_no_inject.parquet (600 rows)
[2026-06-08T13:33:09] derived thresholds from arm A: {'asym_p10': 322.56615, 'asym_p90': 324.01142, 'coh_p10': 0.5253, 'coh_p90': 0.5276}
[2026-06-08T13:33:09]
=== arm T: starting (600 minutes) ===
[2026-06-08T13:33:09] arm T: 3 Z-SCORE INJECTIONS per minute (trade_count center, buy left, sell right)
[2026-06-08T13:33:09] fractonaut transitions ENABLED thresholds={'asym_p10': 322.56615, 'asym_p90': 324.01142, 'coh_p10': 0.5253, 'coh_p90': 0.5276}
[2026-06-08T13:34:09] arm T 277/600 (46.2%) rate=4.6min/s ETA=1.2min asym=262.454 latest_tel_age=98ms tel_seen=1404 trans=21 fracto submitted=22 responded=21 dropped=0 errors=0 pending=0