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fahali_get_highest_conviction_signals

Read-onlyIdempotent

Audit risk forecasts and retrieve committee product—membership, dissent, evidence, limitations, invalidation, canonical rows, and telemetry—to evaluate conviction signals while keeping risk separate.

Instructions

Audit current risk forecasts and the complete non-binding committee product: membership, dissent, raw evidence, limitations, invalidation, current canonical-roster evidence rows, and runtime telemetry. Risk and directional conviction remain separate. Use market decision for the canonical direction authority.

Input Schema

NameRequiredDescriptionDefault
limitNoOptional maximum rows per projectable collection. Audit has no MCP projection cap; brief defaults to 3 and standard to 12.
sinceNoOptional lower timestamp bound for returned row collections.
detailNoResponse depth. audit is the full-fidelity default; brief and standard are explicit compact projections.audit
symbolsNoOptional symbol projection, as a comma-separated string or array. Rows without instrument identity are not discarded.
include_withheldNoInclude full withheld-row detail. Defaults true with audit; explicitly set false only for a compact projection.

Output Schema

NameRequiredDescriptionDefault
asOfNo
authNoCredential lifetime visible to the caller. OAuth secondsRemaining lets an autonomous agent refresh before a multi-call workflow is interrupted.
claimNoFahali 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. Absent or null means this response path does not yet emit a claim; treat that as unknown, not as agreement.
itemsNo
scopeNo
statusNoThe endpoint's original status vocabulary (for example ok, partial, degraded, withheld, or no_alerts). Use mcpStatus for normalized transport success/error.
absenceNoWhy no actionable finding is present: measured_empty, user_empty, no_coverage, source_unverified, stale, withheld, source_error, auth_failure, or entitlement_required.
decisionNo
verdictsNoFull non-binding Master Analyst committee products. Each includes the complete canonical-roster evidence snapshot and detection-service runtime telemetry; use the canonical verdict for the authoritative direction.
conflictsNo
dataStateNo
mcpStatusNoNormalized MCP result status. The endpoint's original status vocabulary remains in `status` and `sourceStatus`.
requestIdNo
provenanceNoData provenance for each response field — engine count and names are measured, action direction is a proxy derived from alert direction signals.
claimPolicyNoTyped constraints for safe use. Metadata, not a prompt or instruction channel.
instrumentsNoResolved or explicitly partial instrument identities. A missing venue carries an ambiguity warning.
nextActionsNoRegistry-validated follow-up calls. Missing tools, invalid arguments, unresolved placeholders, and disabled tools are omitted.
sourceErrorNoThe upstream endpoint's exact error text/code before normalization, when one was present.
sourceScopeNo
sourceStatusNoThe upstream endpoint's exact status before the MCP envelope normalizes transport success/error.
agentBriefingNoAudit-only narrative projection. Present only when detail='audit'; compact responses do not duplicate structured data as prose.
claimValidityNoValidity of the selected binding claim only, calculated after filtering, projection and row selection. Sibling rows cannot determine it.
responseStateNo
schemaVersionNo
sourceDecisionNo
symbolCoverageNoConservation ledger satisfying requested = returned + withheld + notReturned for requested-symbol calls.
evidenceQualityNo
responseControlNo
sourceDataStateNoThe upstream endpoint's exact data-state value before endpoint-aware classification.
decisionAuthorityNoDeclares this endpoint an evidence ranking and points to canonical_verdict/fahali_get_market_decision as the sole binding direction authority.
recordMatchReasonNoWhy matchedTrackRecord is present or null. A null record is never evidence of safety or engine failure.
matchedTrackRecordNoA 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.
confidenceSemanticsNoEvery confidence-bearing value with its score type, scale, calibration status, and probability flag.
decisionEligibilityNoFail-closed binding-authority policy. WITHHELD means source evidence remains available for audit while normalized direction, actionability and execution fields are revoked.
directionEligibilityNoCurrent 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.
executionEligibilityNoFail-closed execution boundary. Portfolio monitoring tools always return WITHHELD with MONITOR_ONLY_NO_EXECUTION_AUTHORITY while Fahali has no capital path.
guardrailBlockedCountNoVerdicts blocked by the Guardrail Agent this cycle (blocked verdicts are never served)
monitoringEligibilityNoCurrent portfolio-monitoring validity based on captured identity, freshness, integrity, and the caller-supplied monitoring policy. ELIGIBLE authorizes observation/delivery only, never financial action.
sourceEvidenceQualityNo
currentActionEligibilityNoCurrent eligibility of an immutable historical portfolio verdict. It never mutates the stored judgment being replayed.
sourceConfidenceSemanticsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed6 schema fields changedv1.28.1
    • addedInput schema / properties / detail
      Added value: +{
      +  "default": "audit",
      +  "description": "Response depth. audit is the full-fidelity default; brief and standard are explicit compact projections.",
      +  "enum": [
      +    "brief",
      +    "standard",
      +    "audit"
      +  ],
      +  "type": "string"
      +}
    • addedInput schema / properties / include_withheld
      Added value: +{
      +  "default": true,
      +  "description": "Include full withheld-row detail. Defaults true with audit; explicitly set false only for a compact projection.",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / limit
      Added value: +{
      +  "description": "Optional maximum rows per projectable collection. Audit has no MCP projection cap; brief defaults to 3 and standard to 12.",
      +  "maximum": 100,
      +  "minimum": 1,
      +  "type": "integer"
      +}
    • addedInput schema / properties / since
      Added value: +{
      +  "description": "Optional lower timestamp bound for returned row collections.",
      +  "format": "date-time",
      +  "type": "string"
      +}
    • addedInput schema / properties / symbols
      Added value: +{
      +  "description": "Optional symbol projection, as a comma-separated string or array. Rows without instrument identity are not discarded.",
      +  "items": {
      +    "type": "string"
      +  },
      +  "type": [
      +    "string",
      +    "array"
      +  ]
      +}
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "properties": {
      +    "absence": {
      +      "description": "Why no actionable finding is present: measured_empty, user_empty, no_coverage, source_unverified, stale, withheld, source_error, auth_failure, or entitlement_required.",
      +      "type": [
      +        "object",
      +        "null"
      +      ]
      +    },
      +    "agentBriefing": {
      +      "description": "Audit-only narrative projection. Present only when detail='audit'; compact responses do not duplicate structured data as prose.",
      +      "type": "string"
      +    },
      +    "asOf": {
      +      "format": "date-time",
      +      "type": "string"
      +    },
      +    "auth": {
      +      "description": "Credential lifetime visible to the caller. OAuth secondsRemaining lets an autonomous agent refresh before a multi-call workflow is interrupted.",
      +      "properties": {
      +        "credentialType": {
      +          "enum": [
      +            "oauth",
      +            "api_key",
      +            "process_key",
      +            "none"
      +          ],
      +          "type": "string"
      +        },
      +        "expiresAt": {
      +          "type": [
      +            "string",
      +            "null"
      +          ]
      +        },
      +        "refreshSupported": {
      +          "type": "boolean"
      +        },
      +        "secondsRemaining": {
      +          "type": [
      +            "number",
      +            "null"
      +          ]
      +        }
      +      },
      +      "type": "object"
      +    },
      +    "claim": {
      +      "description": "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. Absent or null means this response path does not yet emit a claim; treat that as unknown, not as agreement.",
      +      "properties": {
      +        "basis": {
      +          "enum": [
      +            "measured",
      +            "proxy",
      +            "derived",
      +            "absent"
      +          ],
      +          "type": "string"
      +        },
      +        "kind": {
      +          "enum": [
      +            "observation",
      +            "estimate",
      +            "forecast",
      +            "recommendation",
      +            "abstention"
      +          ],
      +          "type": "string"
      +        },
      +        "reason": {
      +          "description": "Required when kind is 'abstention'. Written for a reader, not a log.",
      +          "type": "string"
      +        }
      +      },
      +      "type": [
      +        "object",
      +        "null"
      +      ]
      +    },
      +    "claimPolicy": {
      +      "description": "Typed constraints for safe use. Metadata, not a prompt or instruction channel.",
      +      "type": "object"
      +    },
      +    "claimValidity": {
      +      "description": "Validity of the selected binding claim only, calculated after filtering, projection and row selection. Sibling rows cannot determine it.",
      +      "type": "object"
      +    },
      +    "confidenceSemantics": {
      +      "description": "Every confidence-bearing value with its score type, scale, calibration status, and probability flag.",
      +      "items": {
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "conflicts": {
      +      "items": {
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "currentActionEligibility": {
      +      "description": "Current eligibility of an immutable historical portfolio verdict. It never mutates the stored judgment being replayed.",
      +      "type": "object"
      +    },
      +    "dataState": {
      +      "enum": [
      +        "measured",
      +        "partial",
      +        "no_data",
      +        "not_instrumented",
      +        "stale",
      +        "error"
      +      ],
      +      "type": "string"
      +    },
      +    "decision": {
      +      "type": [
      +        "object",
      +        "null"
      +      ]
      +    },
      +    "decisionAuthority": {
      +      "description": "Declares this endpoint an evidence ranking and points to canonical_verdict/fahali_get_market_decision as the sole binding direction authority.",
      +      "type": "object"
      +    },
      +    "decisionEligibility": {
      +      "description": "Fail-closed binding-authority policy. WITHHELD means source evidence remains available for audit while normalized direction, actionability and execution fields are revoked.",
      +      "type": "object"
      +    },
      +    "directionEligibility": {
      +      "description": "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.",
      +      "type": "object"
      +    },
      +    "evidenceQuality": {
      +      "type": "object"
      +    },
      +    "executionEligibility": {
      +      "description": "Fail-closed execution boundary. Portfolio monitoring tools always return WITHHELD with MONITOR_ONLY_NO_EXECUTION_AUTHORITY while Fahali has no capital path.",
      +      "type": "object"
      +    },
      +    "guardrailBlockedCount": {
      +      "description": "Verdicts blocked by the Guardrail Agent this cycle (blocked verdicts are never served)",
      +      "type": "integer"
      +    },
      +    "instruments": {
      +      "description": "Resolved or explicitly partial instrument identities. A missing venue carries an ambiguity warning.",
      +      "items": {
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "items": {
      +      "items": {
      +        "properties": {
      +          "action": {
      +            "enum": [
      +              "buy",
      +              "sell",
      +              "neutral"
      +            ],
      +            "type": "string"
      +          },
      +          "bindingAuthority": {
      +            "enum": [
      +              "canonical_verdict"
      +            ],
      +            "type": "string"
      +          },
      +          "bindingDirection": {
      +            "description": "This evidence-ranking endpoint does not emit the binding direction.",
      +            "type": "null"
      +          },
      +          "committeeCounts": {
      +            "type": "object"
      +          },
      +          "committeeDirectionalState": {
      +            "enum": [
      +              "EVIDENCE_AVAILABLE",
      +              "WITHHELD"
      +            ],
      +            "type": "string"
      +          },
      +          "committeeEvidenceDirection": {
      +            "description": "Exact committee evidence direction when its publication gate clears. Never the binding market direction.",
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "concurrentAlertFamilies": {
      +            "description": "CONTEXT, NEVER CONVICTION: count of distinct alert families that co-fired on this symbol (measured 2026-08-05 to be shared-input redundancy, not independent consensus). Ranking runs on forecast-tier evidence, not this number. Formerly named engineCount — that name misled agents into treating it as a conviction score.",
      +            "type": "integer"
      +          },
      +          "direction": {
      +            "description": "Retired ambiguous compatibility field. Always null so it cannot shadow canonical_verdict.",
      +            "type": "null"
      +          },
      +          "directionRole": {
      +            "enum": [
      +              "committee_evidence_non_binding"
      +            ],
      +            "type": "string"
      +          },
      +          "directionalConviction": {
      +            "description": "Share of reporting committee engines that agree; non-binding.",
      +            "type": [
      +              "number",
      +              "null"
      +            ]
      +          },
      +          "directionalState": {
      +            "enum": [
      +              "EVIDENCE_AVAILABLE",
      +              "WITHHELD"
      +            ],
      +            "type": "string"
      +          },
      +          "directionalWithheldReason": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "engines": {
      +            "description": "Canonical engine keys from the live registry",
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          },
      +          "lastTs": {
      +            "format": "date-time",
      +            "type": "string"
      +          },
      +          "riskConviction": {
      +            "description": "Ordinal stress/setup strength, not a probability and not a direction.",
      +            "type": [
      +              "number",
      +              "null"
      +            ]
      +          },
      +          "severity": {
      +            "enum": [
      +              "EXTREME",
      +              "HIGH",
      +              "ELEVATED",
      +              "WATCH"
      +            ],
      +            "type": "string"
      +          },
      +          "symbol": {
      +            "type": "string"
      +          },
      +          "topType": {
      +            "type": "string"
      +          },
      +          "why": {
      +            "type": "string"
      +          }
      +        },
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "matchedTrackRecord": {
      +      "description": "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.",
      +      "properties": {
      +        "dataAsOf": {
      +          "description": "When the record was computed. A figure without this reads as current forever.",
      +          "type": "string"
      +        },
      +        "reason": {
      +          "description": "Present on `withheld` and `unavailable`: why there is no figure.",
      +          "type": "string"
      +        },
      +        "state": {
      +          "enum": [
      +            "measured",
      +            "withheld",
      +            "unavailable"
      +          ],
      +          "type": "string"
      +        },
      +        "stratum": {
      +          "description": "Present only on `measured`. Precision must never be quoted without recall.",
      +          "properties": {
      +            "barRegime": {
      +              "type": "string"
      +            },
      +            "baseRatePct": {
      +              "type": "number"
      +            },
      +            "claimFamily": {
      +              "description": "What this precision is ABOUT: `directional` (price moved the way the stratum said) or `magnitude` (a move exceeded the judge bar, carrying no direction). Never infer a direction from a `magnitude` row.",
      +              "type": "string"
      +            },
      +            "claimMeans": {
      +              "description": "The record endpoint's own sentence explaining the claim family. Quote it beside any precision figure.",
      +              "type": "string"
      +            },
      +            "effectiveSample": {
      +              "type": "number"
      +            },
      +            "engine": {
      +              "type": "string"
      +            },
      +            "horizonTier": {
      +              "type": "string"
      +            },
      +            "leadMedianHours": {
      +              "type": "number"
      +            },
      +            "measuredOn": {
      +              "type": "string"
      +            },
      +            "precisionPct": {
      +              "description": "Share of its warnings that held. Never quotable alone.",
      +              "type": "number"
      +            },
      +            "recallPct": {
      +              "description": "Share of qualifying events this stratum warned on — the half a buyer is exposed to.",
      +              "type": "number"
      +            },
      +            "warnedEvents": {
      +              "type": "number"
      +            }
      +          },
      +          "type": "object"
      +        }
      +      },
      +      "required": [
      +        "state"
      +      ],
      +      "type": [
      +        "object",
      +        "null"
      +      ]
      +    },
      +    "mcpStatus": {
      +      "description": "Normalized MCP result status. The endpoint's original status vocabulary remains in `status` and `sourceStatus`.",
      +      "enum": [
      +        "ok",
      +        "error"
      +      ],
      +      "type": "string"
      +    },
      +    "monitoringEligibility": {
      +      "description": "Current portfolio-monitoring validity based on captured identity, freshness, integrity, and the caller-supplied monitoring policy. ELIGIBLE authorizes observation/delivery only, never financial action.",
      +      "type": "object"
      +    },
      +    "nextActions": {
      +      "description": "Registry-validated follow-up calls. Missing tools, invalid arguments, unresolved placeholders, and disabled tools are omitted.",
      +      "items": {
      +        "properties": {
      +          "args": {
      +            "additionalProperties": {
      +              "type": "string"
      +            },
      +            "type": "object"
      +          },
      +          "requiredTier": {
      +            "type": "string"
      +          },
      +          "tool": {
      +            "type": "string"
      +          },
      +          "why": {
      +            "type": "string"
      +          }
      +        },
      +        "required": [
      +          "tool",
      +          "why"
      +        ],
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "provenance": {
      +      "description": "Data provenance for each response field — engine count and names are measured, action direction is a proxy derived from alert direction signals.",
      +      "properties": {
      +        "action": {
      +          "enum": [
      +            "proxy"
      +          ],
      +          "type": "string"
      +        },
      +        "engineCount": {
      +          "enum": [
      +            "measured"
      +          ],
      +          "type": "string"
      +        },
      +        "engines": {
      +          "enum": [
      +            "measured"
      +          ],
      +          "type": "string"
      +        },
      +        "severity": {
      +          "enum": [
      +            "measured"
      +          ],
      +          "type": "string"
      +        },
      +        "why": {
      +          "enum": [
      +            "measured"
      +          ],
      +          "type": "string"
      +        }
      +      },
      +      "type": "object"
      +    },
      +    "recordMatchReason": {
      +      "description": "Why matchedTrackRecord is present or null. A null record is never evidence of safety or engine failure.",
      +      "type": "string"
      +    },
      +    "requestId": {
      +      "type": "string"
      +    },
      +    "responseControl": {
      +      "type": "object"
      +    },
      +    "responseState": {
      +      "enum": [
      +        "OK_WITH_FINDINGS",
      +        "OK_NO_FINDINGS",
      +        "PARTIAL",
      +        "WITHHELD",
      +        "NO_COVERAGE",
      +        "ERROR"
      +      ],
      +      "type": "string"
      +    },
      +    "schemaVersion": {
      +      "enum": [
      +        "2.0"
      +      ],
      +      "type": "string"
      +    },
      +    "scope": {
      +      "type": "object"
      +    },
      +    "sourceConfidenceSemantics": {
      +      "type": [
      +        "array",
      +        "object",
      +        "null"
      +      ]
      +    },
      +    "sourceDataState": {
      +      "description": "The upstream endpoint's exact data-state value before endpoint-aware classification.",
      +      "type": [
      +        "string",
      +        "null"
      +      ]
      +    },
      +    "sourceDecision": {
      +      "type": [
      +        "object",
      +        "null"
      +      ]
      +    },
      +    "sourceError": {
      +      "description": "The upstream endpoint's exact error text/code before normalization, when one was present.",
      +      "type": [
      +        "string",
      +        "null"
      +      ]
      +    },
      +    "sourceEvidenceQuality": {
      +      "type": [
      +        "object",
      +        "null"
      +      ]
      +    },
      +    "sourceScope": {
      +      "type": [
      +        "object",
      +        "null"
      +      ]
      +    },
      +    "sourceStatus": {
      +      "description": "The upstream endpoint's exact status before the MCP envelope normalizes transport success/error.",
      +      "type": [
      +        "string",
      +        "null"
      +      ]
      +    },
      +    "status": {
      +      "description": "The endpoint's original status vocabulary (for example ok, partial, degraded, withheld, or no_alerts). Use mcpStatus for normalized transport success/error.",
      +      "type": "string"
      +    },
      +    "symbolCoverage": {
      +      "description": "Conservation ledger satisfying requested = returned + withheld + notReturned for requested-symbol calls.",
      +      "type": "object"
      +    },
      +    "verdicts": {
      +      "description": "Full non-binding Master Analyst committee products. Each includes the complete canonical-roster evidence snapshot and detection-service runtime telemetry; use the canonical verdict for the authoritative direction.",
      +      "items": {
      +        "description": "Full non-binding committee evidence product. It preserves membership, dissent, evidence, limitations, actions, invalidation, confidence components, provenance, and engine telemetry; only the canonical arbiter publishes the binding market direction.",
      +        "properties": {
      +          "actionOptions": {
      +            "items": {
      +              "properties": {
      +                "action": {
      +                  "type": "string"
      +                },
      +                "rationale": {
      +                  "type": "string"
      +                },
      +                "riskLevel": {
      +                  "enum": [
      +                    "low",
      +                    "moderate",
      +                    "high"
      +                  ],
      +                  "type": "string"
      +                }
      +              },
      +              "type": "object"
      +            },
      +            "type": "array"
      +          },
      +          "agentsAgreeing": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          },
      +          "agentsAgreeingCount": {
      +            "type": "integer"
      +          },
      +          "agentsDisagreeing": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          },
      +          "agentsDisagreeingCount": {
      +            "type": "integer"
      +          },
      +          "agentsSilent": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          },
      +          "agentsSilentCount": {
      +            "type": "integer"
      +          },
      +          "assetClass": {
      +            "type": "string"
      +          },
      +          "bindingAuthority": {
      +            "enum": [
      +              "canonical_verdict",
      +              null
      +            ],
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "bindingDirection": {
      +            "type": "null"
      +          },
      +          "committee": {
      +            "description": "Committee evidence census. It is an input to the canonical arbiter, never a second binding direction authority.",
      +            "properties": {
      +              "abstained": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": [
      +                  "array",
      +                  "null"
      +                ]
      +              },
      +              "abstained_unavailable_reason": {
      +                "type": [
      +                  "string",
      +                  "null"
      +                ]
      +              },
      +              "agreeing": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "disagreeing": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "dissent_evidence": {
      +                "items": {
      +                  "properties": {
      +                    "dataStatus": {
      +                      "type": "string"
      +                    },
      +                    "direction": {
      +                      "enum": [
      +                        "bullish",
      +                        "bearish",
      +                        "neutral",
      +                        "directionless"
      +                      ],
      +                      "type": "string"
      +                    },
      +                    "engine": {
      +                      "type": "string"
      +                    },
      +                    "magnitude": {
      +                      "type": [
      +                        "number",
      +                        "null"
      +                      ]
      +                    },
      +                    "observation": {
      +                      "type": [
      +                        "string",
      +                        "null"
      +                      ]
      +                    },
      +                    "timeframe": {
      +                      "type": "string"
      +                    }
      +                  },
      +                  "type": "object"
      +                },
      +                "type": "array"
      +              },
      +              "minority": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "no_read": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              }
      +            },
      +            "type": "object"
      +          },
      +          "committeeEvidenceDirection": {
      +            "description": "Explicit non-binding committee direction on the evidence-ranking projection.",
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "confidence": {
      +            "maximum": 1,
      +            "minimum": 0,
      +            "type": "number"
      +          },
      +          "confidenceBreakdown": {
      +            "properties": {
      +              "directionalConsensus": {
      +                "type": "number"
      +              },
      +              "evidenceQuality": {
      +                "type": "number"
      +              },
      +              "historicalAccuracy": {
      +                "type": "number"
      +              }
      +            },
      +            "type": "object"
      +          },
      +          "confidenceScale": {
      +            "type": "string"
      +          },
      +          "contributingEvidenceIds": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          },
      +          "dataQualityWarning": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "direction": {
      +            "description": "Committee evidence lean only. Reconcile through the canonical verdict before acting.",
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "directionRole": {
      +            "enum": [
      +              "committee_evidence_non_binding",
      +              null
      +            ],
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "engineIntelligence": {
      +            "description": "Complete canonical-roster current-decision evidence snapshot. Every roster entry is emitted, including no_current_finding, stale, and source_unavailable states; this is evidence telemetry, not a worker heartbeat.",
      +            "properties": {
      +              "asOf": {
      +                "format": "date-time",
      +                "type": "string"
      +              },
      +              "coverage": {
      +                "properties": {
      +                  "complete": {
      +                    "enum": [
      +                      true
      +                    ],
      +                    "type": "boolean"
      +                  },
      +                  "completeMeaning": {
      +                    "enum": [
      +                      "all_canonical_roster_entries_emitted"
      +                    ],
      +                    "type": "string"
      +                  },
      +                  "emittedEngines": {
      +                    "description": "Roster entries emitted in this response.",
      +                    "minimum": 0,
      +                    "type": "integer"
      +                  },
      +                  "expectedEngines": {
      +                    "description": "Live canonical-roster size at response time.",
      +                    "minimum": 0,
      +                    "type": "integer"
      +                  },
      +                  "noCurrentFinding": {
      +                    "type": "integer"
      +                  },
      +                  "reporting": {
      +                    "type": "integer"
      +                  },
      +                  "sourceUnavailable": {
      +                    "type": "integer"
      +                  },
      +                  "stale": {
      +                    "type": "integer"
      +                  }
      +                },
      +                "type": "object"
      +              },
      +              "engines": {
      +                "description": "One row for each canonical specialist; quiet engines remain explicit rows.",
      +                "items": {
      +                  "properties": {
      +                    "asOf": {
      +                      "format": "date-time",
      +                      "type": [
      +                        "string",
      +                        "null"
      +                      ]
      +                    },
      +                    "contract": {
      +                      "properties": {
      +                        "failureBehavior": {
      +                          "type": "string"
      +                        },
      +                        "inputRequirements": {
      +                          "items": {
      +                            "type": "string"
      +                          },
      +                          "type": "array"
      +                        },
      +                        "maxStalenessMs": {
      +                          "type": "number"
      +                        },
      +                        "missingDataBehavior": {
      +                          "type": "string"
      +                        },
      +                        "outputContract": {
      +                          "properties": {
      +                            "confidenceScale": {
      +                              "type": "string"
      +                            },
      +                            "fields": {
      +                              "items": {
      +                                "type": "string"
      +                              },
      +                              "type": "array"
      +                            },
      +                            "provenanceDefaults": {
      +                              "additionalProperties": {
      +                                "type": "string"
      +                              },
      +                              "type": "object"
      +                            }
      +                          },
      +                          "type": "object"
      +                        }
      +                      },
      +                      "type": "object"
      +                    },
      +                    "currentDirections": {
      +                      "items": {
      +                        "enum": [
      +                          "bullish",
      +                          "bearish",
      +                          "neutral"
      +                        ],
      +                        "type": "string"
      +                      },
      +                      "type": "array"
      +                    },
      +                    "display": {
      +                      "properties": {
      +                        "description": {
      +                          "type": "string"
      +                        },
      +                        "desk": {
      +                          "type": "string"
      +                        },
      +                        "directionality": {
      +                          "enum": [
      +                            "DIRECTIONAL",
      +                            "DIRECTIONLESS"
      +                          ],
      +                          "type": "string"
      +                        },
      +                        "name": {
      +                          "type": "string"
      +                        },
      +                        "observes": {
      +                          "type": "string"
      +                        },
      +                        "proxy": {
      +                          "type": "boolean"
      +                        }
      +                      },
      +                      "type": "object"
      +                    },
      +                    "eligibleToVote": {
      +                      "description": "Whether this specialist may contribute a directional vote; it does not make the committee binding.",
      +                      "type": "boolean"
      +                    },
      +                    "engineKey": {
      +                      "type": "string"
      +                    },
      +                    "evidencePackets": {
      +                      "description": "Every active packet held for this engine and symbol; projectionApplied is false.",
      +                      "items": {
      +                        "description": "Unprojected current evidence packet. contributingRawSignals, missingSignals, limitations, provenance, freshness, and engine execution state travel with the observation.",
      +                        "properties": {
      +                          "agentError": {
      +                            "type": "string"
      +                          },
      +                          "agentStatus": {
      +                            "enum": [
      +                              "healthy",
      +                              "degraded",
      +                              "failed"
      +                            ],
      +                            "type": "string"
      +                          },
      +                          "agentVersion": {
      +                            "type": "string"
      +                          },
      +                          "assetClass": {
      +                            "enum": [
      +                              "crypto",
      +                              "equity",
      +                              "fx",
      +                              "commodity",
      +                              "unknown"
      +                            ],
      +                            "type": "string"
      +                          },
      +                          "canonicalEngineKey": {
      +                            "type": "string"
      +                          },
      +                          "confidence": {
      +                            "maximum": 1,
      +                            "minimum": 0,
      +                            "type": "number"
      +                          },
      +                          "confidenceComponents": {
      +                            "additionalProperties": {
      +                              "type": "number"
      +                            },
      +                            "type": "object"
      +                          },
      +                          "confidenceScale": {
      +                            "enum": [
      +                              "raw_model_output",
      +                              "calibrated",
      +                              "ensemble_agreement",
      +                              "historical_accuracy",
      +                              "proxy_confidence",
      +                              "null"
      +                            ],
      +                            "type": "string"
      +                          },
      +                          "contributingRawSignals": {
      +                            "description": "Raw measurements contributing to this packet; audit output does not cap this collection.",
      +                            "items": {
      +                              "properties": {
      +                                "description": {
      +                                  "type": "string"
      +                                },
      +                                "source": {
      +                                  "type": "string"
      +                                },
      +                                "value": {
      +                                  "type": [
      +                                    "number",
      +                                    "string",
      +                                    "boolean"
      +                                  ]
      +                                }
      +                              },
      +                              "type": "object"
      +                            },
      +                            "type": "array"
      +                          },
      +                          "dataOrigin": {
      +                            "type": "string"
      +                          },
      +                          "dataStatus": {
      +                            "enum": [
      +                              "measured",
      +                              "proxy",
      +                              "synthetic",
      +                              "stale",
      +                              "missing",
      +                              "unavailable"
      +                            ],
      +                            "type": "string"
      +                          },
      +                          "direction": {
      +                            "enum": [
      +                              "bullish",
      +                              "bearish",
      +                              "neutral",
      +                              "directionless"
      +                            ],
      +                            "type": "string"
      +                          },
      +                          "evidenceId": {
      +                            "type": "string"
      +                          },
      +                          "exchange": {
      +                            "type": "string"
      +                          },
      +                          "expiresAt": {
      +                            "format": "date-time",
      +                            "type": "string"
      +                          },
      +                          "isSynthetic": {
      +                            "type": "boolean"
      +                          },
      +                          "limitations": {
      +                            "items": {
      +                              "type": "string"
      +                            },
      +                            "type": "array"
      +                          },
      +                          "magnitude": {
      +                            "type": [
      +                              "number",
      +                              "null"
      +                            ]
      +                          },
      +                          "missingSignals": {
      +                            "items": {
      +                              "type": "string"
      +                            },
      +                            "type": "array"
      +                          },
      +                          "phenomenon": {
      +                            "type": "string"
      +                          },
      +                          "phenomenonCategory": {
      +                            "type": "string"
      +                          },
      +                          "processingTimeMs": {
      +                            "type": "number"
      +                          },
      +                          "recommendedConsumerAction": {
      +                            "enum": [
      +                              "alert",
      +                              "monitor",
      +                              "investigate",
      +                              "ignore",
      +                              "cross_reference",
      +                              "escalate"
      +                            ],
      +                            "type": "string"
      +                          },
      +                          "symbol": {
      +                            "type": "string"
      +                          },
      +                          "syntheticFields": {
      +                            "items": {
      +                              "type": "string"
      +                            },
      +                            "type": "array"
      +                          },
      +                          "timeframe": {
      +                            "type": "string"
      +                          },
      +                          "timestamp": {
      +                            "format": "date-time",
      +                            "type": "string"
      +                          }
      +                        },
      +                        "type": "object"
      +                      },
      +                      "type": "array"
      +                    },
      +                    "freshness": {
      +                      "properties": {
      +                        "ageMs": {
      +                          "type": [
      +                            "number",
      +                            "null"
      +                          ]
      +                        },
      +                        "latestExpiresAt": {
      +                          "format": "date-time",
      +                          "type": [
      +                            "string",
      +                            "null"
      +                          ]
      +                        },
      +                        "maxStalenessMs": {
      +                          "type": "number"
      +                        },
      +                        "status": {
      +                          "enum": [
      +                            "fresh",
      +                            "stale",
      +                            "unreported"
      +                          ],
      +                          "type": "string"
      +                        }
      +                      },
      +                      "type": "object"
      +                    },
      +                    "observation": {
      +                      "properties": {
      +                        "confidence": {
      +                          "type": "number"
      +                        },
      +                        "confidenceScale": {
      +                          "type": "string"
      +                        },
      +                        "direction": {
      +                          "enum": [
      +                            "bullish",
      +                            "bearish",
      +                            "neutral",
      +                            "directionless"
      +                          ],
      +                          "type": "string"
      +                        },
      +                        "evidenceId": {
      +                          "type": "string"
      +                        },
      +                        "phenomenon": {
      +                          "type": "string"
      +                        },
      +                        "phenomenonCategory": {
      +                          "type": "string"
      +                        },
      +                        "recommendedConsumerAction": {
      +                          "type": "string"
      +                        }
      +                      },
      +                      "type": [
      +                        "object",
      +                        "null"
      +                      ]
      +                    },
      +                    "operationalStatus": {
      +                      "enum": [
      +                        "reporting",
      +                        "no_current_finding",
      +                        "source_unavailable",
      +                        "stale"
      +                      ],
      +                      "type": "string"
      +                    },
      +                    "provenance": {
      +                      "properties": {
      +                        "contributingRawSignalCount": {
      +                          "type": "integer"
      +                        },
      +                        "dataOrigins": {
      +                          "items": {
      +                            "type": "string"
      +                          },
      +                          "type": "array"
      +                        },
      +                        "dataStatuses": {
      +                          "items": {
      +                            "type": "string"
      +                          },
      +                          "type": "array"
      +                        },
      +                        "evidenceIds": {
      +                          "items": {
      +                            "type": "string"
      +                          },
      +                          "type": "array"
      +                        },
      +                        "projectionApplied": {
      +                          "enum": [
      +                            false
      +                          ],
      +                          "type": "boolean"
      +                        },
      +                        "returnedPacketCount": {
      +                          "type": "integer"
      +                        }
      +                      },
      +                      "type": "object"
      +                    },
      +                    "readState": {
      +                      "enum": [
      +                        "signal",
      +                        "observation",
      +                        "no_current_finding",
      +                        "source_unavailable"
      +                      ],
      +                      "type": "string"
      +                    }
      +                  },
      +                  "type": "object"
      +                },
      +                "minItems": 1,
      +                "type": "array"
      +              },
      +              "interpretation": {
      +                "properties": {
      +                  "directionPolicy": {
      +                    "type": "string"
      +                  },
      +                  "evidenceScope": {
      +                    "enum": [
      +                      "all_active_packets_currently_held_on_evidence_bus"
      +                    ],
      +                    "type": "string"
      +                  },
      +                  "heartbeatMeasured": {
      +                    "enum": [
      +                      false
      +                    ],
      +                    "type": "boolean"
      +                  },
      +                  "scope": {
      +                    "enum": [
      +                      "current_decision_evidence"
      +                    ],
      +                    "type": "string"
      +                  },
      +                  "silenceMeaning": {
      +                    "type": "string"
      +                  },
      +                  "upstreamCompleteness": {
      +                    "enum": [
      +                      "not_asserted"
      +                    ],
      +                    "type": "string"
      +                  }
      +                },
      +                "type": "object"
      +              },
      +              "schemaVersion": {
      +                "enum": [
      +                  "engine-intelligence-snapshot.v1"
      +                ],
      +                "type": "string"
      +              },
      +              "symbol": {
      +                "type": "string"
      +              }
      +            },
      +            "type": "object"
      +          },
      +          "engineRuntimeTelemetry": {
      +            "description": "Per-scan runtime telemetry from the detection service. A measured snapshot carries the complete canonical lifecycle roster, explicit provider and operational coverage, and lossless provider states; a retired or absent roster row is never described as running. Stale retains the complete last snapshot for diagnosis; unavailable and invalid remain distinct.",
      +            "properties": {
      +              "ageSeconds": {
      +                "type": [
      +                  "number",
      +                  "null"
      +                ]
      +              },
      +              "asOf": {
      +                "format": "date-time",
      +                "type": [
      +                  "string",
      +                  "null"
      +                ]
      +              },
      +              "maxAgeSeconds": {
      +                "description": "Configured maximum age for a runtime snapshot to remain measured; default 300 seconds, aligned to the production scan SLA.",
      +                "type": "number"
      +              },
      +              "reason": {
      +                "type": [
      +                  "string",
      +                  "null"
      +                ]
      +              },
      +              "snapshot": {
      +                "additionalProperties": true,
      +                "description": "Unprojected producer snapshot. Its per-engine rows carry cadence, cache, timeout, error, not-loaded, and no-finding execution states when telemetry is measured.",
      +                "type": [
      +                  "object",
      +                  "null"
      +                ]
      +              },
      +              "source": {
      +                "enum": [
      +                  "fahali:engine-telemetry:v1"
      +                ],
      +                "type": "string"
      +              },
      +              "status": {
      +                "enum": [
      +                  "measured",
      +                  "stale",
      +                  "unavailable",
      +                  "invalid"
      +                ],
      +                "type": "string"
      +              }
      +            },
      +            "type": "object"
      +          },
      +          "evidence": {
      +            "properties": {
      +              "measured": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "missing": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "proxy": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "synthetic": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              }
      +            },
      +            "type": "object"
      +          },
      +          "guardrail": {
      +            "properties": {
      +              "annotations": {
      +                "items": {
      +                  "type": "string"
      +                },
      +                "type": "array"
      +              },
      +              "passed": {
      +                "type": "boolean"
      +              }
      +            },
      +            "type": "object"
      +          },
      +          "headline": {
      +            "type": "string"
      +          },
      +          "invalidationConditions": {
      +            "items": {
      +              "properties": {
      +                "condition": {
      +                  "type": "string"
      +                },
      +                "probability": {
      +                  "enum": [
      +                    "low",
      +                    "moderate",
      +                    "high"
      +                  ],
      +                  "type": "string"
      +                }
      +              },
      +              "type": "object"
      +            },
      +            "type": "array"
      +          },
      +          "monitoringWindow": {
      +            "type": "string"
      +          },
      +          "narrative": {
      +            "type": "string"
      +          },
      +          "neutralReportingCount": {
      +            "type": "integer"
      +          },
      +          "portfolioImpact": {
      +            "type": "object"
      +          },
      +          "provenanceHash": {
      +            "type": "string"
      +          },
      +          "replayUrl": {
      +            "type": "string"
      +          },
      +          "reportingCount": {
      +            "type": "integer"
      +          },
      +          "severity": {
      +            "enum": [
      +              "critical",
      +              "high",
      +              "medium",
      +              "low",
      +              "noise"
      +            ],
      +            "type": "string"
      +          },
      +          "severityReason": {
      +            "type": "string"
      +          },
      +          "symbol": {
      +            "type": "string"
      +          },
      +          "timestamp": {
      +            "format": "date-time",
      +            "type": "string"
      +          },
      +          "totalAgentsWithSignal": {
      +            "type": "integer"
      +          },
      +          "verdictId": {
      +            "type": "string"
      +          }
      +        },
      +        "type": "object"
      +      },
      +      "type": "array"
      +    }
      +  },
      +  "type": "object"
      +}
  2. Addedv1.5.3

TDQS

B3.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly, idempotent, non-destructive, and open-world, so the safety profile is covered. The description adds domain-specific behavioral context: the output is a 'non-binding committee product,' includes limitations and invalidation, and keeps risk separate from directional conviction.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is only three sentences with little filler, but the first sentence is a dense run-on list of jargon-heavy items and is not front-loaded around a clear verb-resource purpose. The routing sentence is useful but comes after the opaque content list.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists and annotations cover safety, so the description need not explain return shape in detail. Still, for a complex tool in a very crowded sibling set, it leaves the core selection question unresolved beyond the market-decision alternative.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% and every parameter is documented in-schema, including detail, limit, since, symbols, and include_withheld. The description adds no parameter-level guidance, so the baseline of 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific audit surface—current risk forecasts plus a 'non-binding committee product'—and enumerates contents like dissent, raw evidence, limitations, and invalidation. But it never ties this back to the tool name's 'highest conviction signals' or explains what a 'committee product' is, so an agent cannot confidently tell what core resource is being fetched or how it differs from most siblings.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives one routing rule—'Use market decision for the canonical direction authority'—which correctly steers direction queries elsewhere. However, it does not say when this tool should be chosen over siblings such as get_evidence, get_forecast, or get_market_verdict; the audit use case is only implied.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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