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fahali_daily_brief

Read-onlyIdempotent

Deliver a compact daily market orientation with key changes, rationale, evidence quality, and next actions so agents can assess market state without a large payload.

Instructions

Lightweight daily orientation for agents that need the market state without a large payload. Returns the key change, why it matters, evidence quality, and next actions. Use market briefing for depth or market verdict for named symbols.

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.
noteNo
as_ofNo
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.
scopeNo
sinceNo
regimeNo
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
withheldNo
conflictsNo
dataStateNo
mcpStatusNoNormalized MCP result status. The endpoint's original status vocabulary remains in `status` and `sourceStatus`.
requestIdNo
data_stateNo
risk_levelNo
risk_scoreNo
top_signalNo
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.
prior_intelNo
sourceErrorNoThe upstream endpoint's exact error text/code before normalization, when one was present.
sourceScopeNo
regime_stateNo
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
alert_activityNo
response_stateNo
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.
regime_freshnessNo
withheld_reasonsNo
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.
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. Addedv1.28.1

TDQS

A3.7/5.0
Behavior3/5

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

Annotations already declare readOnly, idempotent, non-destructive and open-world, so safety is covered; the description adds payload-size intent and the shape of the response. However, it claims the tool is lightweight 'without a large payload' while the schema's `detail` parameter defaults to `audit` (described as full-fidelity), and the description never reconciles that — an agent following the prose alone would get the opposite of what is promised.

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

Conciseness5/5

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

Three short sentences: purpose first, then return contents, then sibling routing. No filler and the most decision-relevant information is front-loaded.

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, so return values need not be re-explained. But for a tool whose entire selling point is a small payload, the description omits the one thing an agent must know to honor that: the `detail` default is `audit`, not `brief`, and `include_withheld` defaults to true, so the caller must override parameters to actually get the lightweight response described.

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 description coverage is 100%, so the schema already documents all five parameters (limit, since, detail, symbols, include_withheld) with defaults and enum semantics. The description adds no parameter-level meaning beyond that, which is the expected baseline when the schema does the heavy lifting.

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

Purpose4/5

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

The description clearly frames the tool as a compact daily market orientation and enumerates what it returns (key change, why it matters, evidence quality, next actions). It names the two sibling tools it is not (market briefing, market verdict), so an agent can distinguish it without opening the schema. It falls short of a 5 only because the framing is payload-centric rather than a crisp verb+resource statement.

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

Usage Guidelines4/5

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

It explicitly routes the agent: use market briefing for depth, market verdict for named symbols, implying this is the default-shallow, symbol-agnostic entry point. There is no explicit when-not guidance (e.g. don't use this for a specific instrument question), but the alternatives are named and the selection condition is inferable.

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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