Logs & Traces
Operational brain of the system ? inspect traces, step timelines, refs, and grouped errors quickly.
Traces
Recent operational runs
last 100 traces
100
loaded into current page
Errors
Grouped inbox
error groups
2
grouped by node / name
Steps
Timeline details
selected trace steps
0
inputs / outputs / refs drill-down
Artifacts
Refs behind the trace
selected trace artifacts
9
clickable refs / raw JSON
Traces list
Last traces with duration, status, error and quick filter
| Trace ID | Started | Duration | Status | Error | Actions |
|---|---|---|---|---|---|
| 2026-04-08T04:31:27.497055+00:00 | ? | ok |
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| 2026-04-08T04:31:12.500054+00:00 | 2468 ms | ok |
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| 2026-04-08T04:31:12.497867+00:00 | ? | ok |
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| 2026-04-08T04:30:42.498453+00:00 | 3502 ms | ok |
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| 2026-04-08T04:30:42.496803+00:00 | ? | ok |
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| 2026-04-08T04:30:12.503302+00:00 | 3217 ms | ok |
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| 2026-04-08T04:30:12.500454+00:00 | ? | ok |
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| 2026-04-08T04:29:57.496870+00:00 | ? | ok |
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| 2026-04-08T04:29:42.499006+00:00 | 2677 ms | ok |
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| 2026-04-08T04:29:12.500400+00:00 | 2528 ms | ok |
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| 2026-04-08T04:29:12.499465+00:00 | ? | ok |
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| 2026-04-08T04:29:12.498014+00:00 | ? | ok |
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| 2026-04-08T04:28:42.499672+00:00 | 4314 ms | ok |
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| 2026-04-08T04:28:27.496835+00:00 | ? | ok |
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| 2026-04-08T04:28:12.499660+00:00 | 2769 ms | ok |
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| 2026-04-08T04:28:12.497509+00:00 | ? | ok |
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| 2026-04-08T04:27:42.499118+00:00 | 2693 ms | ok |
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| 2026-04-08T04:27:42.497021+00:00 | ? | ok |
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| 2026-04-08T04:27:12.500850+00:00 | 2899 ms | ok |
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| 2026-04-08T04:27:12.498058+00:00 | ? | ok |
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| 2026-04-08T04:26:57.497509+00:00 | ? | ok |
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| 2026-04-08T04:26:42.498687+00:00 | 2752 ms | ok |
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| 2026-04-08T04:26:12.501465+00:00 | ? | ok |
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| 2026-04-08T04:26:12.500609+00:00 | 2699 ms | ok |
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| 2026-04-08T04:26:12.497887+00:00 | ? | ok |
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| 2026-04-08T04:25:42.498974+00:00 | 2726 ms | ok |
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| 2026-04-08T04:25:27.496758+00:00 | ? | ok |
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| 2026-04-08T04:25:12.505229+00:00 | 2743 ms | ok |
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| 2026-04-08T04:25:12.500397+00:00 | ? | ok |
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| 2026-04-08T04:24:42.499216+00:00 | 2458 ms | ok |
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| 2026-04-08T04:24:42.497042+00:00 | ? | ok |
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| 2026-04-08T04:24:12.498770+00:00 | 3209 ms | ok |
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| 2026-04-08T04:24:12.496882+00:00 | ? | ok |
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| 2026-04-08T04:23:57.497691+00:00 | ? | ok |
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| 2026-04-08T04:23:42.498620+00:00 | 2641 ms | ok |
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| 2026-04-08T04:23:12.500449+00:00 | ? | ok |
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| 2026-04-08T04:23:12.499846+00:00 | 2481 ms | ok |
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| 2026-04-08T04:23:12.497678+00:00 | ? | ok |
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| 2026-04-08T04:22:42.499312+00:00 | 2725 ms | ok |
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| 2026-04-08T04:22:27.497850+00:00 | ? | ok |
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| 2026-04-08T04:22:12.498944+00:00 | 2699 ms | ok |
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| 2026-04-08T04:22:12.496994+00:00 | ? | ok |
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| 2026-04-08T04:21:42.499281+00:00 | 2472 ms | ok |
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| 2026-04-08T04:21:42.496849+00:00 | ? | ok |
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| 2026-04-08T04:21:12.502352+00:00 | 3773 ms | ok |
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| 2026-04-08T04:21:12.497937+00:00 | ? | ok |
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| 2026-04-08T04:20:57.496752+00:00 | ? | ok |
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| 2026-04-08T04:20:42.498704+00:00 | 2669 ms | ok |
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| 2026-04-08T04:20:12.529736+00:00 | ? | ok |
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| 2026-04-08T04:20:12.504282+00:00 | 2513 ms | ok |
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| 2026-04-08T04:20:12.500455+00:00 | ? | ok |
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| 2026-04-08T04:19:42.498250+00:00 | 2693 ms | ok |
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| 2026-04-08T04:19:27.497674+00:00 | ? | ok |
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| 2026-04-08T04:19:12.499747+00:00 | 3649 ms | ok |
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| 2026-04-08T04:19:12.497728+00:00 | ? | ok |
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| 2026-04-08T04:18:42.499179+00:00 | 2528 ms | ok |
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| 2026-04-08T04:18:42.497150+00:00 | ? | ok |
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| 2026-04-08T04:18:12.499091+00:00 | 2695 ms | ok |
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| 2026-04-08T04:18:12.497161+00:00 | ? | ok |
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| 2026-04-08T04:17:57.497854+00:00 | ? | ok |
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| 2026-04-08T04:17:42.499725+00:00 | 2652 ms | ok |
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| 2026-04-08T04:17:12.500621+00:00 | 3155 ms | ok |
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| 2026-04-08T04:17:12.499283+00:00 | ? | ok |
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| 2026-04-08T04:17:12.498954+00:00 | ? | ok |
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| 2026-04-08T04:16:42.499004+00:00 | 12545 ms | ok |
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| 2026-04-08T04:16:27.496739+00:00 | ? | ok |
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| 2026-04-08T04:16:12.500141+00:00 | 2887 ms | ok |
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| 2026-04-08T04:16:12.497681+00:00 | ? | ok |
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| 2026-04-08T04:15:42.500330+00:00 | 2668 ms | ok |
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| 2026-04-08T04:15:42.498307+00:00 | ? | ok |
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| 2026-04-08T04:15:12.503603+00:00 | 2469 ms | ok |
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| 2026-04-08T04:15:12.500837+00:00 | ? | ok |
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| 2026-04-08T04:14:57.497116+00:00 | ? | ok |
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| 2026-04-08T04:14:42.499340+00:00 | 3047 ms | ok |
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| 2026-04-08T04:14:12.501474+00:00 | 3100 ms | ok |
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| 2026-04-08T04:14:12.498009+00:00 | ? | ok |
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| 2026-04-08T04:14:12.497965+00:00 | ? | ok |
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| 2026-04-08T04:13:42.498269+00:00 | 2522 ms | ok |
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| 2026-04-08T04:13:27.497805+00:00 | ? | ok |
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| 2026-04-08T04:13:12.499686+00:00 | 2821 ms | ok |
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| 2026-04-08T04:13:12.497729+00:00 | ? | ok |
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| 2026-04-08T04:12:42.498685+00:00 | 3435 ms | ok |
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| 2026-04-08T04:12:42.496622+00:00 | ? | ok |
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| 2026-04-08T04:12:12.499392+00:00 | 2429 ms | ok |
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| 2026-04-08T04:12:12.496884+00:00 | ? | ok |
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| 2026-04-08T04:11:57.496714+00:00 | ? | ok |
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| 2026-04-08T04:11:42.498829+00:00 | 2690 ms | ok |
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| 2026-04-08T04:11:12.499811+00:00 | 2739 ms | ok |
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| 2026-04-08T04:11:12.498961+00:00 | ? | ok |
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| 2026-04-08T04:11:12.498837+00:00 | ? | ok |
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| 2026-04-08T04:10:42.498852+00:00 | 2443 ms | ok |
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| 2026-04-08T04:10:27.496726+00:00 | ? | ok |
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| 2026-04-08T04:10:12.501353+00:00 | 2772 ms | ok |
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| 2026-04-08T04:10:12.499332+00:00 | ? | ok |
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| 2026-04-08T04:09:42.498992+00:00 | 2829 ms | ok |
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| 2026-04-08T04:09:42.496985+00:00 | ? | ok |
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| 2026-04-08T04:09:12.500694+00:00 | 2508 ms | ok |
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| 2026-04-08T04:09:12.498364+00:00 | ? | ok |
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| 2026-04-08T04:08:57.496829+00:00 | ? | ok |
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| 2026-04-08T04:08:42.498443+00:00 | 3213 ms | ok |
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Trace viewer
Timeline steps, refs, inputs, outputs
trace
ok
No step timeline available for selected trace.
Trace artifacts / refs
refs_json links and artifact drill-down
| Kind | Created | Ref | Actions |
|---|---|---|---|
| autotrade.status | 2026-04-08T03:02:13.608678+00:00 | artifact://19970 | |
| autotrade.execution.result | 2026-04-08T03:02:13.320247+00:00 | artifact://19969 | |
| trade.attribution | 2026-04-08T03:02:13.318762+00:00 | artifact://19968 | |
| trade.result | 2026-04-08T03:02:13.315957+00:00 | artifact://19967 | |
| autotrade.gate.summary | 2026-04-08T03:02:13.314570+00:00 | artifact://19966 | |
| autotrade.gate.result | 2026-04-08T03:02:13.312086+00:00 | artifact://19965 | |
| trade.intent | 2026-04-08T03:02:12.517775+00:00 | artifact://19964 | |
| autotrade.decision.bundle | 2026-04-08T03:02:12.509517+00:00 | artifact://19963 | |
| autotrade.status | 2026-04-08T03:02:12.500411+00:00 | artifact://19960 |
Error inbox
Latest errors grouped by node / name
tools_3
2026-04-08T04:00:23.301009+00:00
27 errors
Server error '500 Internal Server Error' for url 'https://api.stlouisfed.org/fred/series/observations?series_id=SP500&file_type=json&api_key=383e0dd0b931f6ea6807849a6d85469d'
For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/500
/traces/{trace_id}
2026-04-07T21:53:11.158522+00:00
2 errors
404: trace not found
Error count per hour
Operational pressure snapshot
2026-04-07T15:00:00
1
2026-04-07T16:00:00
1
2026-04-07T17:00:00
4
2026-04-07T18:00:00
2
2026-04-07T19:00:00
1
2026-04-07T20:00:00
1
2026-04-07T21:00:00
3
2026-04-07T22:00:00
3
2026-04-07T23:00:00
3
2026-04-08T00:00:00
4
2026-04-08T01:00:00
1
2026-04-08T02:00:00
1
2026-04-08T03:00:00
1
2026-04-08T04:00:00
3
Refs panel
Fast links to artifact viewer
Raw payload preview
Debug view for the page payload
Open raw JSON
{
"artifacts": [
{
"created_at": "2026-04-08T03:02:13.608678+00:00",
"id": 19970,
"kind": "autotrade.status",
"payload": {
"dry_run": false,
"enabled": true,
"exchange": "binance",
"exchange_balance_summary": {
"balances": {},
"error": "AuthenticationError: binanceusdm {\"code\":-2008,\"msg\":\"Invalid Api-Key ID.\"}",
"exchange": "binance",
"market_type": "unknown",
"ok": false,
"raw": null,
"sandbox": true
},
"execution_mode": "sandbox",
"exposure_limit": 1000.0,
"kill_switch": false,
"last_amount": null,
"last_error": null,
"last_gate_decision": "allowed",
"last_gate_reason": "strategy.non_executable_action:unknown",
"last_order_id": null,
"last_price": null,
"last_reason": "strategy.non_executable_action",
"last_status": "skipped",
"liquidity_gate": "required",
"local_balance": 0.0,
"pair": "BTC/USDT",
"position_limit": 250.0,
"same_candle_bucket": "1h:1775617200",
"sandbox": true,
"source": "services.autotrade.runner",
"symbol": "BTC/USDT",
"timeframe": "1h",
"trace_id": "a554671585eb470ab77d1cb1ce49da16",
"ts": "2026-04-08T03:02:13.607291+00:00"
},
"ref": "artifact://19970",
"store": "postgres",
"trace_id": "a554671585eb470ab77d1cb1ce49da16"
},
{
"created_at": "2026-04-08T03:02:13.320247+00:00",
"id": 19969,
"kind": "autotrade.execution.result",
"payload": {
"action": "unknown",
"base_qty": null,
"confidence": 0.2,
"decision_ref": "artifact://19963",
"dry_run": false,
"exchange": "binance",
"execution_plan": {
"amount": null,
"execution_mode": "None",
"expected_price": null,
"maker_first": null,
"market_type": "spot",
"marketable_limit": null,
"max_reprice_attempts": null,
"max_slippage_bps": null,
"notional_usd": 100.0,
"order_type": "None",
"qualification_class": "None",
"reduce_only": false,
"sandbox": null,
"slice_interval_ms": null,
"slices": null,
"time_in_force": "GTC",
"venue": "binance"
},
"gate": {
"action": "unknown",
"blockers": [
{
"code": "strategy.non_executable_action",
"group": "strategy",
"value": "unknown"
},
{
"code": "strategy.non_executable_side",
"group": "strategy",
"value": "none"
},
{
"code": "confidence.below_threshold",
"group": "confidence",
"threshold": 0.48,
"value": 0.2
},
{
"code": "confidence.below_no_llm_threshold",
"group": "confidence",
"mode": "deterministic_fallback",
"threshold": 0.45,
"value": 0.2
},
{
"code": "quality.trade_intent_autotrade_unsafe",
"group": "quality",
"value": false
},
{
"code": "quality.pipeline_degraded",
"group": "quality",
"value": "degraded"
},
{
"code": "quality.llm_status_not_ok",
"group": "quality",
"value": "exception"
},
{
"code": "quality.bundle_pipeline_degraded",
"group": "quality",
"value": "degraded"
},
{
"code": "quality.meta_filter_skip",
"group": "quality",
"value": 0.0
}
],
"confidence": 0.2,
"decision": "allowed",
"decision_label": "allowed",
"exchange": "binance",
"gate_level": "micro_auto",
"guards": {
"blocking_factors": [],
"compliance_ok": true,
"execution_ok": null,
"overrides": [],
"portfolio_ok": null,
"risk_ok": true,
"winner_factors": [
"risk_approved",
"compliance_clear",
"deterministic_arbitration",
"onchain_bullish_confirmation"
]
},
"inputs": {
"action": "unknown",
"confidence": 0.2,
"side": "none",
"signal": {
"action_after_risk": "hold",
"action_before_risk": "hold",
"asset": null,
"bearish_contributors": [],
"blocked_by": [],
"blockers": [],
"bullish_contributors": [
"onchain:bullish:+0.318",
"onchain_detail:cross_exchange_funding_negative:0.0001 \u2014 shorts overextended",
"onchain_detail:fear_greed_extreme_fear:17/100 \u2014 extreme panic, contrarian b",
"onchain_detail:market_cap_rise:3.7% \u2014 mild broad market strength"
],
"confidence_after_risk": 0.17409358508417275,
"confidence_before_risk": 0.19246075662472575,
"decision_state": "weak_signal",
"degraded_sources": [],
"evidence_pack": {
"bearish_contributors": [],
"bullish_contributors": [
"onchain:bullish:+0.318",
"onchain_detail:cross_exchange_funding_negative:0.0001 \u2014 shorts overextended",
"onchain_detail:fear_greed_extreme_fear:17/100 \u2014 extreme panic, contrarian b",
"onchain_detail:market_cap_rise:3.7% \u2014 mild broad market strength"
],
"degraded_sources": [],
"evidence_summary": "bullish: onchain:bullish:+0.318, onchain_detail:cross_exchange_funding_negative:0.0001 \u2014 shorts overextended, onchain_detail:fear_greed_extreme_fear:17/100 \u2014 extreme panic, contrarian b, onchain_detail:market_cap_rise:3.7% \u2014 mild broad market strength",
"neutral_contributors": [
"strategy_factor:macro_structural_bias"
],
"override_explanation": null
},
"hold_cause": "weak_signal",
"max_position": 100.0,
"meta_decision": {
"action": "paper_only",
"autotrade_safe": false,
"confidence": 0.2,
"deterministic_route_quality": "degraded_deterministic",
"edge_score": 0.1251,
"entry_quality_score": 0.42,
"execution_vote": "allow",
"expected_value_score": 0.1026,
"explanation": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"final_summary": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"llm_status": "exception",
"mode": "degraded",
"needs_manual_review": true,
"price_asymmetry_score": 0.35,
"quality": "degraded",
"raw_refs": {},
"reason": "All connection attempts failed",
"reason_codes": [
"ml_trust_low"
],
"refs_used": [],
"risk_vote": "allow",
"should_trade": false,
"signal": {
"calibration_score": null,
"drift_detected": false,
"health_state": "unknown",
"ml_trust": 0.0,
"synthetic_price": true,
"trend_direction": "flat"
},
"size_multiplier": 0.0,
"skip_reason": "ml_trust_low",
"trend_alignment_score": 0.4
},
"pair": "BTC/USDT",
"preferred_action": "hold",
"price_agent": {
"autotrade_safe": false,
"confidence": 0.25,
"deterministic_route_quality": "degraded_deterministic",
"expected_close": 71381.93,
"expected_high": 72238.51315999999,
"expected_low": 70525.34684,
"expected_move_pct": 0.0,
"explanation": "Deterministic price corridor from ML bias and realized volatility.",
"horizon": "1h",
"llm_status": "exception",
"mode": "degraded",
"needs_manual_review": true,
"path_shape": "chop",
"predicted_close_is_synthetic": true,
"price_range_68": {
"high": 72238.51315999999,
"low": 70525.34684
},
"price_range_95": {
"high": 73009.43800399998,
"low": 69754.42199599999
},
"quality": "degraded",
"raw_refs": {},
"reason": "All connection attempts failed",
"reasoning_summary": "Deterministic price corridor from ML bias and realized volatility.",
"refs_used": [],
"signal": {
"ml_score": 0.0,
"predicted_close_is_synthetic": true,
"realized_vol_short": 0.012
},
"sl_hard": 70486.8005978,
"sl_soft": 70953.63841999999,
"tp1": 71810.22158,
"tp2": 72195.684002
},
"recommended_size_modifier": 1.0,
"risk_confidence": 0.5070467925420864,
"risk_impact": {
"action_after_risk": "hold",
"action_before_risk": "hold",
"blocked_by": [],
"confidence_after_risk": 0.17409358508417275,
"confidence_before_risk": 0.19246075662472575,
"final_reason": "Risk level low (score=0.14); 2 active factors, 0 blocking.",
"overrides": [
"allow"
],
"size_modifier": 1.0
},
"risk_ok": true,
"risk_overrides": [
"allow"
],
"source": "deterministic_fallback",
"stop_loss": 0.03715833,
"strategy_action": "hold",
"strategy_confidence": 0.19246075662472575,
"trend_agent": {
"autotrade_safe": false,
"confidence": 0.22,
"continuation_probability": 0.42,
"deterministic_route_quality": "degraded_deterministic",
"evidence": [
"market.momentum",
"ml.directional_bias"
],
"explanation": "Deterministic trend estimate from momentum and ML directional bias.",
"invalidators": [
"momentum_flip",
"range_break_against_direction"
],
"llm_status": "exception",
"mode": "degraded",
"needs_manual_review": true,
"quality": "degraded",
"raw_refs": {},
"reason": "All connection attempts failed",
"reasoning_summary": "Deterministic trend estimate from momentum and ML directional bias.",
"refs_used": [],
"reversal_probability": 0.58,
"signal": {
"ml_direction": "neutral",
"momentum": 0.0
},
"trend_direction": "flat",
"trend_horizon": "intraday",
"trend_phase": "mean_reversion",
"trend_strength": 0.0
}
},
"size": {
"base_qty": null,
"entry_type": null,
"price": null,
"quote_notional": null
}
},
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"explanation": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"final_summary": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"llm_status": "exception",
"mode": "degraded",
"needs_manual_review": true,
"price_asymmetry_score": 0.35,
"quality": "degraded",
"raw_refs": {},
"reason": "All connection attempts failed",
"reason_codes": [
"ml_trust_low"
],
"refs_used": [],
"risk_vote": "allow",
"should_trade": false,
"signal": {
"calibration_score": null,
"drift_detected": false,
"health_state": "unknown",
"ml_trust": 0.0,
"synthetic_price": true,
"trend_direction": "flat"
},
"size_multiplier": 0.0,
"skip_reason": "ml_trust_low",
"trend_alignment_score": 0.4
},
"needs_manual_review": false,
"quality": "degraded",
"reason": "TradingAgent deterministic fallback used because LLM was unavailable or invalid. Final intent was derived from StrategyAgent output and RiskAgent constraints. | winner_factors=[\u0027risk_approved\u0027, \u0027compliance_clear\u0027, \u0027deterministic_arbitration\u0027, \u0027onchain_bullish_confirmation\u0027]",
"reason_codes": [
"ml_trust_low"
],
"reduce_only": false,
"risk": {
"cancel_after_sec": null,
"stop_loss": 0.03715833,
"take_profit": null,
"time_in_force": "GTC"
},
"side": "None",
"signal": {
"calibration_score": null,
"candidate_models": null,
"ensemble_weights": null,
"exit_policy": null,
"model": null,
"model_runtime_score": null,
"model_selection_score": null,
"quality_score": null,
"realized_vol_short": null,
"regime": {
"regime_confidence": null,
"regime_factors": null,
"regime_label": null
},
"threshold_used": null
},
"size": {
"base_qty": null,
"dynamic_sizing": null,
"max_position_usd": null,
"quote_notional": null,
"size_multiplier": null
},
"size_multiplier": 0.0,
"source_quality_score": 0.64,
"symbol": "BTC/USDT",
"timeframe": "1h",
"trade_class": "paper_only"
},
"trade_intent": {
"action": "unknown",
"autotrade_safe": false,
"confidence": 0.2,
"deterministic_route_quality": "degraded_deterministic",
"disagreement_score": 0.0,
"entry": {
"aggressiveness": "neutral",
"execution_style": null,
"max_slippage_bps": null,
"price": null,
"slices": null,
"type": null
},
"guards": {
"blocking_factors": [],
"compliance_ok": true,
"execution_ok": null,
"overrides": [],
"portfolio_ok": null,
"risk_ok": true,
"winner_factors": [
"risk_approved",
"compliance_clear",
"deterministic_arbitration",
"onchain_bullish_confirmation"
]
},
"health": {
"calibration_score": null,
"degraded_sources": [
"strategy",
"trading",
"supervisor",
"risk"
],
"drift_detected": false,
"health_state": "unknown",
"ml_trust_score": null,
"pipeline_quality": "degraded"
},
"llm_status": "exception",
"meta_decision": {
"action": "paper_only",
"autotrade_safe": false,
"confidence": 0.2,
"deterministic_route_quality": "degraded_deterministic",
"edge_score": 0.1251,
"entry_quality_score": 0.42,
"execution_vote": "allow",
"expected_value_score": 0.1026,
"explanation": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"final_summary": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"llm_status": "exception",
"mode": "degraded",
"needs_manual_review": true,
"price_asymmetry_score": 0.35,
"quality": "degraded",
"raw_refs": {},
"reason": "All connection attempts failed",
"reason_codes": [
"ml_trust_low"
],
"refs_used": [],
"risk_vote": "allow",
"should_trade": false,
"signal": {
"calibration_score": null,
"drift_detected": false,
"health_state": "unknown",
"ml_trust": 0.0,
"synthetic_price": true,
"trend_direction": "flat"
},
"size_multiplier": 0.0,
"skip_reason": "ml_trust_low",
"trend_alignment_score": 0.4
},
"needs_manual_review": false,
"quality": "degraded",
"reason": "TradingAgent deterministic fallback used because LLM was unavailable or invalid. Final intent was derived from StrategyAgent output and RiskAgent constraints. | winner_factors=[\u0027risk_approved\u0027, \u0027compliance_clear\u0027, \u0027deterministic_arbitration\u0027, \u0027onchain_bullish_confirmation\u0027]",
"reason_codes": [
"ml_trust_low"
],
"reduce_only": false,
"risk": {
"cancel_after_sec": null,
"stop_loss": 0.03715833,
"take_profit": null,
"time_in_force": "GTC"
},
"side": "None",
"signal": {
"calibration_score": null,
"candidate_models": null,
"ensemble_weights": null,
"exit_policy": null,
"model": null,
"model_runtime_score": null,
"model_selection_score": null,
"quality_score": null,
"realized_vol_short": null,
"regime": {
"regime_confidence": null,
"regime_factors": null,
"regime_label": null
},
"threshold_used": null
},
"size": {
"base_qty": null,
"dynamic_sizing": null,
"max_position_usd": null,
"quote_notional": null,
"size_multiplier": null
},
"size_multiplier": 0.0,
"source_quality_score": 0.64,
"symbol": "BTC/USDT",
"timeframe": "1h",
"trade_class": "paper_only"
},
"ts": "2026-04-08T03:02:12.517282+00:00"
},
"ref": "artifact://19964",
"store": "postgres",
"trace_id": "a554671585eb470ab77d1cb1ce49da16"
},
{
"created_at": "2026-04-08T03:02:12.509517+00:00",
"id": 19963,
"kind": "autotrade.decision.bundle",
"payload": {
"action": "unknown",
"agents": {
"compliance": {
"confidence": 0.0,
"constraints": {},
"decision_override": null,
"explanation": "LLM returned invalid output; ComplianceAgent used compliance_snapshot fallback.",
"mode": "degraded",
"raw_refs": {},
"reasons": [
"quality.llm_invalid_output"
],
"refs_used": [],
"signal": {},
"trading_allowed": true,
"violations": []
},
"execution": {
"confidence": null,
"constraints": {},
"entry_type": null,
"execution_style": null,
"explanation": "ExecutionAgent assessed entry timing and execution style.",
"max_slippage_bps": null,
"mode": "llm_error",
"raw_refs": {},
"reasons": [],
"refs_used": [
{
"kind": "market_liquidity",
"ref": "artifact://19671",
"title": "None",
"why": "Liquidity evidence used to decide passive/aggressive entry"
},
{
"kind": "market_snapshot",
"ref": "artifact://19682",
"title": "None",
"why": "Market snapshot used for execution context"
}
],
"signal": {},
"slices": null
},
"macro": {
"action": "hold",
"bias": "neutral",
"confidence": 0.514605211729746,
"constraints": {},
"explanation": "LLM returned invalid output; MacroAgent used macro_snapshot structural signals fallback.",
"macro_score": null,
"mode": "degraded",
"raw_refs": {},
"reasons": [
"quality.llm_invalid_output",
"macro.structural_fallback"
],
"refs_used": [],
"regime": "neutral",
"signal": {
"macro_regime": "neutral",
"macro_structural_factors": [
"crypto_macro_score",
"usd_strong_crypto_headwind",
"equity_risk_off"
],
"macro_structural_score": -0.08787575617766433
}
},
"meta_decision": {
"action": "paper_only",
"confidence": 0.2,
"constraints": {},
"edge_score": 0.1251,
"entry_quality_score": 0.42,
"execution_vote": "allow",
"expected_value_score": 0.1026,
"explanation": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"final_summary": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"mode": "degraded",
"price_asymmetry_score": 0.35,
"raw_refs": {},
"reason_codes": [
"ml_trust_low"
],
"reasons": [],
"refs_used": [],
"risk_vote": "allow",
"should_trade": false,
"signal": {
"calibration_score": null,
"drift_detected": false,
"health_state": "unknown",
"ml_trust": 0.0,
"synthetic_price": true,
"trend_direction": "flat"
},
"size_multiplier": 0.0,
"skip_reason": "ml_trust_low",
"trend_alignment_score": 0.4
},
"ml_judge": {
"accepted_refs": [],
"agreement_score": null,
"confidence": null,
"constraints": {},
"explanation": "MLJudgeAgent assessed prediction trustworthiness and model agreement.",
"horizon_fit": null,
"mode": "llm_error",
"raw_refs": {},
"reasons": [],
"refs_used": [
{
"kind": "ml_judgement",
"ref": "artifact://19831",
"title": "None",
"why": "Judgement artifact used as trust source"
}
],
"rejected_refs": [],
"signal": {},
"trust_score": null,
"usable": null
},
"onchain": {
"bearish_signals": [],
"bias": "bullish",
"bullish_signals": [
"cross_exchange_funding_negative:0.0001 \u2014 shorts overextended cross-exchange (squeeze risk)",
"fear_greed_extreme_fear:17/100 \u2014 extreme panic, contrarian buy signal",
"market_cap_rise:3.7% \u2014 mild broad market strength"
],
"confidence": 0.6836,
"constraints": {},
"data_quality": "live",
"derivatives_signal": "neutral",
"exchange_flow_signal": "neutral",
"explanation": "On-chain signals lean BULLISH (score: +0.318). Bullish factors: cross_exchange_funding_negative:0.0001 \u2014 shorts overextended cross-exchange (squeeze risk); fear_greed_extreme_fear:17/100 \u2014 extreme panic, contrarian buy signal; market_cap_rise:3.7% \u2014 mild broad market strength.",
"mode": "deterministic",
"network_signal": "neutral",
"onchain_available": true,
"raw_refs": {},
"reasons": [],
"refs_used": [
{
"kind": "onchain_snapshot",
"ref": "artifact://19800",
"title": "None",
"why": "Primary on-chain evidence"
}
],
"score": 0.318,
"signal": {},
"valuation_signal": "unknown"
},
"portfolio": {
"allow_add": null,
"confidence": null,
"constraints": {},
"explanation": "PortfolioAgent assessed exposure and sizing constraints.",
"exposure_warning": null,
"mode": "llm_error",
"raw_refs": {},
"reasons": [],
"recommended_size_multiplier": null,
"refs_used": [
{
"kind": "portfolio_snapshot",
"ref": "artifact://19809",
"title": "None",
"why": "Portfolio snapshot used for exposure and correlation checks"
}
],
"signal": {}
},
"price": {
"confidence": 0.25,
"constraints": {},
"expected_close": 71381.93,
"expected_high": 72238.51315999999,
"expected_low": 70525.34684,
"expected_move_pct": 0.0,
"explanation": "Deterministic price corridor from ML bias and realized volatility.",
"horizon": "1h",
"mode": "degraded",
"path_shape": "chop",
"predicted_close_is_synthetic": true,
"price_range_68": {
"high": 72238.51315999999,
"low": 70525.34684
},
"price_range_95": {
"high": 73009.43800399998,
"low": 69754.42199599999
},
"raw_refs": {},
"reasoning_summary": "Deterministic price corridor from ML bias and realized volatility.",
"reasons": [],
"refs_used": [],
"signal": {
"ml_score": 0.0,
"predicted_close_is_synthetic": true,
"realized_vol_short": 0.012
},
"sl_hard": 70486.8005978,
"sl_soft": 70953.63841999999,
"tp1": 71810.22158,
"tp2": 72195.684002
},
"rag_judge": {
"accepted_refs": [],
"confidence": null,
"consistency_score": null,
"constraints": {},
"explanation": "RAGJudgeAgent evaluated context relevance and quality.",
"mode": "llm_error",
"raw_refs": {},
"reasons": [],
"refs_used": [
{
"kind": "rag_judgement",
"ref": "artifact://19827",
"title": "None",
"why": "Judgement artifact used as base evaluation"
}
],
"rejected_refs": [],
"relevance_score": null,
"signal": {},
"usable": null
},
"risk": {
"action_after_risk": "hold",
"action_before_risk": "hold",
"active_risk_factors": [
{
"blocking": false,
"evidence": {
"ml_mode": null,
"signal_source": "deterministic_fallback"
},
"explanation": "Model confidence context is degraded or based on fallback inference.",
"id": "model_degraded_or_fallback",
"mitigation": "Lower aggressiveness and prioritize market/liquidity confirmation.",
"refs": [
"artifact://19682",
"artifact://19861",
"artifact://19809"
],
"score": 0.68,
"severity": "elevated",
"source": "ml.prediction",
"title": "Model quality / fallback risk",
"type": "model_risk"
},
{
"blocking": false,
"evidence": {
"degraded_dependencies": [
"strategy_agent_degraded"
]
},
"explanation": "Some dependencies/refs are missing or degraded, reducing operational confidence.",
"id": "system_degraded_dependencies",
"mitigation": "Run in caution mode or force manual review.",
"refs": [
"artifact://19682",
"artifact://19861",
"artifact://19809"
],
"score": 0.7,
"severity": "high",
"source": "pipeline.refs",
"title": "System/dependency degradation",
"type": "system_risk"
}
],
"autotrade_allowed": true,
"blocking_risks": [],
"caution_risks": [
{
"blocking": false,
"evidence": {
"ml_mode": null,
"signal_source": "deterministic_fallback"
},
"explanation": "Model confidence context is degraded or based on fallback inference.",
"id": "model_degraded_or_fallback",
"mitigation": "Lower aggressiveness and prioritize market/liquidity confirmation.",
"refs": [
"artifact://19682",
"artifact://19861",
"artifact://19809"
],
"score": 0.68,
"severity": "elevated",
"source": "ml.prediction",
"title": "Model quality / fallback risk",
"type": "model_risk"
},
{
"blocking": false,
"evidence": {
"degraded_dependencies": [
"strategy_agent_degraded"
]
},
"explanation": "Some dependencies/refs are missing or degraded, reducing operational confidence.",
"id": "system_degraded_dependencies",
"mitigation": "Run in caution mode or force manual review.",
"refs": [
"artifact://19682",
"artifact://19861",
"artifact://19809"
],
"score": 0.7,
"severity": "high",
"source": "pipeline.refs",
"title": "System/dependency degradation",
"type": "system_risk"
}
],
"confidence": 0.5070467925420864,
"confidence_after_risk": 0.17409358508417275,
"confidence_before_risk": 0.19246075662472575,
"constraints": {},
"degraded_dependencies": [
"strategy_agent_degraded"
],
"explanation": "Risk level low (score=0.14); 2 active factors, 0 blocking. Action hold -\u003e hold; size x1.00, confidence 0.19-\u003e0.17.",
"explanation_for_chat": "Detected risks: model_degraded_or_fallback, system_degraded_dependencies. Main impact: allow.",
"explanation_for_ui": "Risk level low (score=0.14); 2 active factors, 0 blocking. Action hold -\u003e hold; size x1.00, confidence 0.19-\u003e0.17.",
"manual_review_required": false,
"max_position": 100.0,
"mitigations": [
"Lower aggressiveness and prioritize market/liquidity confirmation.",
"Run in caution mode or force manual review."
],
"mode": "degraded",
"ok": true,
"raw_refs": {
"market_snapshot": "artifact://19682",
"portfolio": "artifact://19809",
"rag": [],
"strategy_agent_output": "artifact://19861"
},
"reasons": [
"model_degraded_or_fallback",
"system_degraded_dependencies"
],
"recommended_size_modifier": 1.0,
"refs_used": [
{
"kind": "market_snapshot",
"ref": "artifact://19682",
"title": "None",
"why": "Used as current market context for risk constraints and sizing checks."
},
{
"kind": "strategy_agent_output",
"ref": "artifact://19861",
"title": "None",
"why": "Used as the proposed strategy intent being evaluated by RiskAgent."
},
{
"kind": "portfolio_snapshot",
"ref": "artifact://19809",
"title": "None",
"why": "Used as portfolio exposure context for risk budgeting."
}
],
"risk_breakdown": {
"data_risk": {
"score": 0.3333333333333333,
"severity": "moderate"
},
"event_risk": {
"score": 0.0,
"severity": "low"
},
"execution_risk": {
"score": 0.0,
"severity": "low"
},
"liquidity_risk": {
"score": 0.0,
"severity": "low"
},
"market_risk": {
"score": 0.0,
"severity": "low"
},
"model_risk": {
"score": 0.68,
"severity": "elevated"
},
"policy_risk": {
"score": 0.0,
"severity": "low"
},
"portfolio_risk": {
"score": 0.0,
"severity": "low"
},
"signal_risk": {
"score": 0.0,
"severity": "low"
},
"strategy_risk": {
"score": 0.0,
"severity": "low"
},
"system_risk": {
"score": 0.7,
"severity": "high"
}
},
"risk_confidence": 0.65,
"risk_level": "low",
"risk_score": 0.13633333333333333,
"risk_summary": "Risk level low (score=0.14); 2 active factors, 0 blocking.",
"signal": {},
"stop_loss": 0.03715833
},
"sentiment": {
"action": null,
"bias": null,
"confidence": null,
"constraints": {},
"event_strength": null,
"explanation": "SentimentAgent analysis based on news flow and narratives.",
"mode": "llm_error",
"raw_refs": {},
"reasons": [],
"refs_used": [
{
"kind": "narratives",
"ref": "artifact://19746",
"title": "None",
"why": "Narratives enrichment used as sentiment source"
}
],
"sentiment_score": null,
"signal": {}
},
"strategy": {
"action": "hold",
"confidence": 0.19246075662472575,
"constraints": {
"allow_short": null,
"blacklist": [],
"horizon": null,
"max_leverage": null,
"max_position_usd": null,
"preferred_assets": [],
"style": null
},
"explanation": "StrategyAgent deterministic fallback used because LLM was unavailable or invalid. Decision was derived from ML direction, market momentum/regime, narrative sentiment and news bias.",
"mode": "degraded",
"profile_summary_text": "language=Default",
"raw_refs": {
"market_snapshot": "artifact://19682",
"ml": [],
"narratives": "artifact://19746",
"news": [],
"rag": []
},
"reasons": [],
"refs_used": [
{
"kind": "market_snapshot",
"ref": "artifact://19682",
"title": "None",
"why": "Used as the primary market state input for strategy formation."
},
{
"kind": "narratives",
"ref": "artifact://19746",
"title": "None",
"why": "Used as narrative/sentiment context for structural market interpretation."
}
],
"signal": {
"asset": "BTC",
"bias": "neutral",
"blockers": [
"mostly_empty_inputs"
],
"direction": "neutral",
"factors": [
"macro_structural_bias"
],
"macd_hist": null,
"macro_agent_signed": 0.0,
"macro_agent_weight": 0.4374144299702841,
"macro_structural_score": -0.08787575617766433,
"market_momentum": 0.0002380720841353007,
"ml_score": 0.0,
"narrative_score": 0.0,
"news_score": 0.0,
"pair": "BTC/USDT",
"price_vs_slow": 0.0,
"reason_codes": [
"hold_deadband"
],
"regime": null,
"rsi": null,
"score": -0.017146621484089325,
"score_deadband": 0.042,
"source": "deterministic_fallback"
}
},
"supervisor": {
"action": "hold",
"blocking_factors": [],
"confidence": 0.2340251624265972,
"constraints": {},
"explanation": "LLM unavailable/invalid; SupervisorAgent applied deterministic arbitration.",
"mode": "degraded",
"overrides": [],
"raw_refs": {},
"reasons": [
"risk_approved",
"compliance_clear",
"deterministic_arbitration"
],
"refs_used": [
{
"kind": "compliance",
"ref": "artifact://19813",
"title": "None",
"why": "Compliance gate can override final action"
},
{
"kind": "portfolio",
"ref": "artifact://19809",
"title": "None",
"why": "Portfolio state can reduce or block adding risk"
},
{
"kind": "macro",
"ref": "artifact://19796",
"title": "None",
"why": "Macro backdrop influences regime filter"
},
{
"kind": "ml_judge",
"ref": "artifact://19831",
"title": "None",
"why": "ML trust influences final confidence"
},
{
"kind": "rag_judge",
"ref": "artifact://19827",
"title": "None",
"why": "RAG trust influences evidence usage"
}
],
"signal": {
"asset": null,
"blockers": [],
"max_position": 100.0,
"pair": "BTC/USDT",
"recommended_size_modifier": 1.0,
"risk_confidence": 0.5070467925420864,
"risk_ok": true,
"source": "deterministic_fallback",
"stop_loss": 0.03715833,
"strategy_action": "hold",
"strategy_confidence": 0.19246075662472575
},
"winner_factors": [
"risk_approved",
"compliance_clear",
"deterministic_arbitration",
"onchain_bullish_confirmation"
]
},
"trading": {
"action": "hold",
"confidence": 0.2340251624265972,
"constraints": {},
"explanation": "TradingAgent deterministic fallback used because LLM was unavailable or invalid. Final intent was derived from StrategyAgent output and RiskAgent constraints.",
"mode": "degraded",
"raw_refs": {
"compliance": "artifact://19813",
"execution": "artifact://19881",
"risk_agent_output": "artifact://19874",
"strategy_agent_output": "artifact://19861"
},
"reasons": [],
"refs_used": [
{
"kind": "strategy_agent_output",
"ref": "artifact://19861",
"title": "None",
"why": "Used as the source strategy intent to convert into final trading intent."
},
{
"kind": "risk_agent_output",
"ref": "artifact://19874",
"title": "None",
"why": "Used as the risk approval and constraint layer for final trading intent."
},
{
"kind": "execution_agent_output",
"ref": "artifact://19881",
"title": "None",
"why": "Used as execution-style guidance for final intent shaping."
},
{
"kind": "compliance_snapshot",
"ref": "artifact://19813",
"title": "None",
"why": "Used as policy context so final trading intent respects hard gates."
}
],
"signal": {
"asset": null,
"blockers": [],
"max_position": 100.0,
"pair": "BTC/USDT",
"recommended_size_modifier": 1.0,
"risk_confidence": 0.5070467925420864,
"risk_ok": true,
"source": "deterministic_fallback",
"stop_loss": 0.03715833,
"strategy_action": "hold",
"strategy_confidence": 0.19246075662472575
}
},
"trend": {
"confidence": 0.22,
"constraints": {},
"continuation_probability": 0.42,
"evidence": [
"market.momentum",
"ml.directional_bias"
],
"explanation": "Deterministic trend estimate from momentum and ML directional bias.",
"invalidators": [
"momentum_flip",
"range_break_against_direction"
],
"mode": "degraded",
"raw_refs": {},
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"mode": "degraded",
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"quality": "degraded",
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"rag": []
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"mode": "llm_error",
"model": "gemma3:12b",
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{
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"ref": "artifact://19671",
"title": null,
"why": "Liquidity evidence used to decide passive/aggressive entry"
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{
"kind": "market_snapshot",
"ref": "artifact://19682",
"title": null,
"why": "Market snapshot used for execution context"
}
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},
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"side": null,
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"error": "All connection attempts failed",
"explanation": "MLJudgeAgent assessed prediction trustworthiness and model agreement.",
"mode": "llm_error",
"model": "gemma3:12b",
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{
"kind": "ml_judgement",
"ref": "artifact://19831",
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"why": "Judgement artifact used as trust source"
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},
"rag_judge": {
"error": "All connection attempts failed",
"explanation": "RAGJudgeAgent evaluated context relevance and quality.",
"mode": "llm_error",
"model": "gemma3:12b",
"raw_refs": {},
"reason": "quality.llm_exception",
"refs_used": [
{
"kind": "rag_judgement",
"ref": "artifact://19827",
"title": null,
"why": "Judgement artifact used as base evaluation"
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}
},
"macro": {
"action": "hold",
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"bias": "neutral",
"confidence": 0.514605211729746,
"deterministic_route_quality": "degraded_deterministic",
"explanation": "LLM returned invalid output; MacroAgent used macro_snapshot structural signals fallback.",
"llm_status": "exception",
"mode": "degraded",
"needs_manual_review": true,
"quality": "degraded",
"raw_refs": {},
"reason": "All connection attempts failed",
"reasons": [
"quality.llm_invalid_output",
"macro.structural_fallback"
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"refs_used": [],
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"signal": {
"macro_regime": "neutral",
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"crypto_macro_score",
"usd_strong_crypto_headwind",
"equity_risk_off"
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"macro_structural_score": -0.08787575617766433
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},
"meta_decision": {
"action": "paper_only",
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"confidence": 0.2,
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"explanation": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
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"quality": "degraded",
"raw_refs": {},
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"ml_trust_low"
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{
"kind": "ml_judgement",
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},
"onchain": {
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"explanation": "On-chain signals lean BULLISH (score: +0.318). Bullish factors: cross_exchange_funding_negative:0.0001 \u2014 shorts overextended cross-exchange (squeeze risk); fear_greed_extreme_fear:17/100 \u2014 extreme panic, contrarian buy signal; market_cap_rise:3.7% \u2014 mild broad market strength.",
"extra_metrics": {
"avg_funding_rate": 8.01e-05,
"btc_dominance_pct": 56.72525205922144,
"btc_hash_rate": 904958569112.2582,
"btc_tx_count_24h": 512112,
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"mode": "deterministic",
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"onchain_available": true,
"quality": "trusted",
"refs_used": [
{
"kind": "onchain_snapshot",
"ref": "artifact://19800",
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"why": "Primary on-chain evidence"
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],
"score": 0.318,
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"explanation": "PortfolioAgent assessed exposure and sizing constraints.",
"mode": "llm_error",
"model": "gemma3:12b",
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{
"kind": "portfolio_snapshot",
"ref": "artifact://19809",
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},
"price": {
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"explanation": "Deterministic price corridor from ML bias and realized volatility.",
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"error": "All connection attempts failed",
"explanation": "RAGJudgeAgent evaluated context relevance and quality.",
"mode": "llm_error",
"model": "gemma3:12b",
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{
"kind": "rag_judgement",
"ref": "artifact://19827",
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},
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"action_after_risk": "hold",
"action_before_risk": "hold",
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{
"blocking": false,
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"explanation": "Model confidence context is degraded or based on fallback inference.",
"id": "model_degraded_or_fallback",
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"artifact://19682",
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"score": 0.68,
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"title": "Model quality / fallback risk",
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{
"blocking": false,
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"strategy_agent_degraded"
]
},
"explanation": "Some dependencies/refs are missing or degraded, reducing operational confidence.",
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"score": 0.7,
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],
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{
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"id": "model_degraded_or_fallback",
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"score": 0.68,
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"title": "Model quality / fallback risk",
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{
"blocking": false,
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"strategy_agent_degraded"
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},
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"refs": [
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"explanation_for_chat": "Detected risks: model_degraded_or_fallback, system_degraded_dependencies. Main impact: allow.",
"explanation_for_ui": "Risk level low (score=0.14); 2 active factors, 0 blocking. Action hold -\u003e hold; size x1.00, confidence 0.19-\u003e0.17.",
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"Run in caution mode or force manual review."
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"ok": true,
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{
"kind": "market_snapshot",
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{
"kind": "strategy_agent_output",
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{
"kind": "portfolio_snapshot",
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{
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{
"kind": "market_snapshot",
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{
"kind": "narratives",
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],
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{
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{
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},
{
"kind": "ml_judge",
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{
"kind": "rag_judge",
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},
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"entry": {
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"winner_factors": [
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},
"health": {
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"final_summary": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"llm_status": "exception",
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"quality": "degraded",
"raw_refs": {},
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