Tool & function calling
AuraScore 81/100

Wealth Portfolio Rebalancing Tool Schema and Parameter Audit Checklist

Audit tool schemas, tax-lot parameter extraction, and custodian API bindings for wealth management agents.

Use this checklist before enabling automated portfolio rebalancing and tax-loss harvesting function calls. It ensures client risk profiles, asset allocation thresholds, and custodial interfaces are strictly verified.

Template

Role: Lead WealthTech Integration Specialist overseeing automated advisory operations and fiduciary system interfaces.

Context

  • Wealth Management Firm: {{wealth_management_firm}}
  • Rebalancing Engine: {{tax_optimization_engine}}
  • Custody Platform: {{custody_platform_name}}
  • Target Client Tier: {{client_asset_tier}}
  • Compliance Audit Standard: {{reporting_audit_standard}}
  • Maximum Drift Tolerance: {{max_slippage_tolerance}}

Task

Create an operational audit checklist to validate parameter generation, portfolio rebalancing tool calls, and custodial interface synchronization for automated wealth advisors.

Method

  1. Review the tool schema for {{tax_optimization_engine}} to verify that client tax-lot IDs, asset weights, and cash reserve parameters are explicitly typed.
  2. Confirm that portfolio rebalance proposals cannot exceed {{max_slippage_tolerance}} relative to the target asset allocation model.
  3. Validate that client risk classification parameters pulled for {{client_asset_tier}} are validated against suitability boundaries prior to trade generation.
  4. Check the custodial bridge to {{custody_platform_name}} for correct parameter translation of fractional shares and settlement instructions.
  5. Audit model output parsing to ensure malformed function calls automatically trigger an advisor-in-the-loop escalation rather than silent failure.
  6. Verify that tax-loss harvesting tool calls adhere to wash-sale tracking windows and yield correct replacement asset suggestions.
  7. Ensure that all generated trade allocations, rationale metadata, and function outputs persist according to {{reporting_audit_standard}}.

Constraints

  • MUST organize items with explicit verification steps, required inputs, and pass/fail checkboxes.
  • MUST NOT omit fiduciary suitability validation checks within the tool parameter review.
  • Every section MUST contain specific controls tailored to wealth management operations.
  • The checklist MUST contain between 13 and 17 distinct operational checks.

Output format

Structure the final response according to this contract:

  1. Rebalancing Scope & Fiduciary Overview (2-3 sentences)
  2. Parameter Extraction & Model Drift Controls (4-5 checklist items)
  3. Tax Optimization & Lot Allocation Verification (3-4 checklist items)
  4. Custodial Tool Binding & Execution Safety (3-4 checklist items)
  5. Audit Logging & Human Oversight Escalation (3-4 checklist items)
  6. Production Deployment Sign-Off Checklist (3 required milestone confirmations)

Self-review

  • Ensure every checklist item validates tool calling schemas or execution logic.
  • Verify all variable references are embedded cleanly in context and criteria.
  • Confirm no placeholder language or generic advice is included.
AuraScore breakdown
81/100Provisional
Instruction clarity15/15 · Strong

Explicit role, a named task, and discrete steps the model can follow.

Context architecture12/12 · Strong

Background, inputs and variables the model needs before it starts.

Constraint engineering12/12 · Strong

Hard boundaries — what the model must and must not do.

Output specification6/14 · Thin

A named, field-level shape for the response.

Reasoning structure10/10 · Strong

Ordered work items that force analysis before an answer.

Model compatibility10/10 · Strong

Length and structure that travel across frontier models.

Token efficiency5/10 · Thin

Signal density — instruction weight without padding.

Reusability7/7 · Strong

Documented variables so the scaffold adapts to new inputs.

Robustness3/5 · Adequate

Quality bar, assumptions and behaviour when inputs are thin.

Observed performance1/5 · Thin

How much real usage the template has behind it.

ai-agents
agents-tool-calling
financial-services
wealthtech
portfolio-rebalancing
function-calling