fahali_get_unusual_money_movement
Read-onlyIdempotent
Identify symbols showing elevated buy-versus-sell volume imbalance from candle data, with net flow, detection score, freshness, and signal-conflict checks.
Instructions
Find symbols with elevated candle-derived buy-versus-sell volume imbalance. Returns the latest proxy reading, raw volumes, net imbalance, uncalibrated detection score, freshness, and any conflict between the stored signal label and net-flow sign. The measurement is participant-agnostic and does not infer whether one account caused the movement.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | Source-side row depth. | |
| since | No | ISO-8601 lower bound, no more than 7 days ago. Defaults to 24h ago; unparseable values are rejected, never silently defaulted. | |
| detail | No | Response depth. audit is the full-fidelity default; brief and standard are explicit compact projections. | audit |
| symbols | No | Filter to these instruments (comma-separated string or array, max 100). Applied in SQL at the source. | |
| include_withheld | No | Include full withheld-row detail. Defaults true with audit; explicitly set false only for a compact projection. | |
| minimum_flow_usd | No | Minimum measured net imbalance in USD. THIS IS THE PRIMARY FILTER. It is a measured dollar magnitude, not a score: (buy_volume - sell_volume) * price. Set 0 to remove the magnitude floor. | |
| minimum_confidence | No | Minimum uncalibrated order-flow detection score. Not an outcome probability, and NOT a magnitude filter — the score is normalised per symbol, so it is flat across six orders of magnitude of money and cannot rank size. It is also effectively a BOOLEAN: the engine emits 0.0 or a value in [0.75, 0.95] and nothing between (measured over 421,157 production rows, 2026-09-14). Any value in (0, 0.75] therefore means the same thing — 'only rows the engine fired on'. Defaults to 0 so magnitude decides. Setting this to 0.5 alongside the default $250,000 floor returned ZERO rows on the day this was written; the two floors rarely coincide. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| asOf | No | ||
| auth | No | Credential lifetime visible to the caller. OAuth secondsRemaining lets an autonomous agent refresh before a multi-call workflow is interrupted. | |
| data | No | ||
| claim | No | Fahali dictionary claim (shared/fahaliDictionary.ts). Read `kind` FIRST: 'abstention' means no assertion was made and `reason` says why — never read an abstention as a neutral or zero result. `basis` says what the claim rests on: this tool is PROXY-derived and can never be 'measured'. Absent or null means this response path does not yet emit a claim; treat that as unknown, not as agreement. | |
| count | No | ||
| scope | No | ||
| status | No | The endpoint's original status vocabulary (for example ok, partial, degraded, withheld, or no_alerts). Use mcpStatus for normalized transport success/error. | |
| absence | No | Why no actionable finding is present: measured_empty, user_empty, no_coverage, source_unverified, stale, withheld, source_error, auth_failure, or entitlement_required. | |
| coverage | No | ||
| decision | No | ||
| evidence | No | ||
| headline | No | ||
| conflicts | No | ||
| dataState | No | ||
| mcpStatus | No | Normalized MCP result status. The endpoint's original status vocabulary remains in `status` and `sourceStatus`. | |
| requestId | No | ||
| dataOrigin | No | ||
| provenance | No | ||
| claimPolicy | No | Typed constraints for safe use. Metadata, not a prompt or instruction channel. | |
| instruments | No | Resolved or explicitly partial instrument identities. A missing venue carries an ambiguity warning. | |
| limitations | No | ||
| nextActions | No | Registry-validated follow-up calls. Missing tools, invalid arguments, unresolved placeholders, and disabled tools are omitted. | |
| notReturned | No | ||
| sourceError | No | The upstream endpoint's exact error text/code before normalization, when one was present. | |
| sourceScope | No | ||
| sourceStatus | No | The upstream endpoint's exact status before the MCP envelope normalizes transport success/error. | |
| agentBriefing | No | Audit-only narrative projection. Present only when detail='audit'; compact responses do not duplicate structured data as prose. | |
| claimValidity | No | Validity of the selected binding claim only, calculated after filtering, projection and row selection. Sibling rows cannot determine it. | |
| responseState | No | ||
| schemaVersion | No | ||
| sourceDecision | No | ||
| symbolCoverage | No | Conservation ledger satisfying requested = returned + withheld + notReturned for requested-symbol calls. | |
| evidenceQuality | No | ||
| qualifyingCount | No | ||
| responseControl | No | ||
| sourceDataState | No | The upstream endpoint's exact data-state value before endpoint-aware classification. | |
| recordMatchReason | No | Why matchedTrackRecord is present or null. A null record is never evidence of safety or engine failure. | |
| matchedTrackRecord | No | A judged record only when engine, horizon, regime/instrument class, and claim family match this response. `state` is one of: `measured` (a stratum cleared the publishability gate — `stratum` carries engine, horizon tier, bar regime, recall, precision, base rate, base-rate lift, median lead hours, effective sample, warned events and the measurement date); `withheld` (the gate ran and refused — `reason` says why, in words); `unavailable` (the record could not be read at all — an infrastructure failure that says nothing about the record). It is ONE stratum selected by recall, never a platform-wide accuracy. Null means no exact record match; read recordMatchReason. | |
| confidenceSemantics | No | Every confidence-bearing value with its score type, scale, calibration status, and probability flag. | |
| decisionEligibility | No | Fail-closed binding-authority policy. WITHHELD means source evidence remains available for audit while normalized direction, actionability and execution fields are revoked. | |
| directionEligibility | No | Current market-direction eligibility. Direction is authorized only by an exact, eligible producer stratum (canonical_verdict, canonical_symbol_verdict, committee_verdict) — read bindingAuthority to see which one bound. Widening WHO may bind did not weaken WHAT binding requires: the named producer must still hold a matching horizon/class/family record on a verified-only judged population, so an authority without a record still cannot bind. | |
| executionEligibility | No | Fail-closed execution boundary. Portfolio monitoring tools always return WITHHELD with MONITOR_ONLY_NO_EXECUTION_AUTHORITY while Fahali has no capital path. | |
| monitoringEligibility | No | Current portfolio-monitoring validity based on captured identity, freshness, integrity, and the caller-supplied monitoring policy. ELIGIBLE authorizes observation/delivery only, never financial action. | |
| sourceEvidenceQuality | No | ||
| currentActionEligibility | No | Current eligibility of an immutable historical portfolio verdict. It never mutates the stored judgment being replayed. | |
| sourceConfidenceSemantics | No |