RESEARCH LAB / 01
Learn from evidence.
Not assumptions.
An auditable view of shadow forecast quality, missed calls, recurring weak contexts, and candidate experiments. Research annotations never alter scanner signals.
BOT OPERATIONS
AI bot health & runtime
Telemetry not connectedHealth indicators will become live when verified server-side heartbeat and bot-run telemetry are connected. These are honest setup statuses—not live monitoring.
AI Signal BotNOT VERIFIED
HeartbeatNot connected
Last run—
Signals generated—
Delivery statusNot verified
AI Auto-TraderNOT ENABLED
HeartbeatNot connected
Last run—
Trades executed—
Broker connectionNot enabled
Research EvaluatorAPI CHECK NEEDED
Evaluation queue—
Last evaluation—
Failed jobs—
Worker heartbeatNot connected
Next integration: authenticated service health endpoint with updated-at timestamps, stale-heartbeat detection, worker errors, and permission-safe status data.
Evaluated forecasts
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Recorded outcomes
Pending evaluations
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Waiting for horizon close
Directional hit rate
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Uncertainty interval: —
Forecast horizon
15 min
Shadow diagnostics
SYSTEM STATUS
Data connection
WaitingConnecting to the read-only dashboard endpoint…
01 / BASELINE
By currency pair
Pair breakdown will appear when the research API is connected.
02 / CONTEXT
By market regime
Awaiting verified records.
03 / TIMING
By UTC session
Awaiting verified records.
04 / PATTERNS
Research cautions
No verified flags yet
No qualified patterns returned.
05 / INVESTIGATE
Miss review queue
Cause may be unknownMiss investigations will appear when connected.
06 / TEST BEFORE TRUST
Candidate experiments
Human approval requiredNo candidate experiment has enough evidence yet.
07 / AUDIT TRAIL
Recent evaluated forecasts
No recent records loaded.
Research integrity. Historical directional hit rate is not trade win rate, expectancy, or profitability. Forecasts may overlap and be correlated. A repeated weak segment is a clue—not proof of cause. Candidate changes need chronological out-of-sample validation, costs, guardrails, a preserved baseline, and your explicit approval.