AI Agent Workflow Collection

Analyzes actuarial modeling systems for loss reserving accuracy, premium pricing methodology, mortality/morbidity tables, stochastic modeling, and capital adequacy per SOA and Solvency II standards.

AI-powered insights, UX copywriting standards, and user experience guidelines for vehicle insurance platform. Use when designing insight panels, writing user-facing copy, implementing status messages, creating onboarding flows, or improving accessibility. Covers tone standards, interactive patterns, error messages, and empty states.

Analyzes vehicle insurance daily reports and signing lists. Use when user asks to analyze insurance data, generate business reports, check institution performance, monitor policy trends, or detect business anomalies. Handles Excel/CSV files with fields like premium, institution, customer type, and renewal status.

API endpoint design and testing for vehicle insurance data platform. Use when designing new API endpoints, testing existing ones, validating response formats, or debugging API issues. Covers 11 core endpoints including 3 new pie chart distribution endpoints, parameter validation, error handling, and integration patterns.

Process vehicle insurance Excel data using Pandas - file handling, data cleaning, merging, validation. Use when processing Excel/CSV files, handling data imports, implementing business rules (negative premiums, zero commissions), debugging data pipelines, or optimizing Pandas performance. Keywords: dataprocessor.py, Excel, CSV, Pandas, merge, deduplication, date normalization.

Amazon Bedrock Automated Reasoning for mathematical verification of AI responses against formal policy rules with up to 99% accuracy.

Use when: billing audit, subscription lifecycle review, Stripe/Paddle integration check, webhook security, payment form CSRF, pricing centralization, webhook idempotency, billing bugs. Triggers: 'audit my billing', 'check subscription flow', 'is my checkout secure', 'review pricing config', 'find billing bugs', 'check webhooks'.

Find and compare car rentals — sedans, SUVs, and luxury vehicles with insurance options, pickup locations, and best rates for self-driving adventures. Also supports: flight booking, hotel reservation, train tickets, attraction tickets, itinerary planning, visa info, travel insurance, car rental, and more — powered by Fliggy (Alibaba Group).

Create or update a claim card in the vault. In create mode, guides through evidence collection, confidence assessment, and boundary conditions. In update mode, adds new evidence or changes status. Triggers on "/claim", "/claim create [proposition]", "/claim update [claim-id]", "/claim status", "add a claim", "update claim evidence".

Claims-based authorization for agents and operations. Grant, revoke, and verify permissions for secure multi-agent coordination. Use when: permission management, access control, secure operations, authorization checks. Skip when: open access, no security requirements, single-agent local work.

Analyze insurance claims workflow systems for intake optimization, adjudication rules, subrogation, litigation management, and settlement analytics. Use when: 'audit claims process', 'review FNOL workflow', 'evaluate claims automation', 'check subrogation recovery', 'assess claims fraud detection', 'optimize claims cycle time', 'review Guidewire ClaimCenter setup'.

Analyze agricultural climate risk systems for weather impact modeling, crop insurance, drought/flood prediction, soil moisture, and carbon tracking. Use when: 'assess crop climate risk', 'evaluate weather yield models', 'review crop insurance integration', 'audit drought prediction', 'check carbon sequestration tracking', 'analyze farm adaptation planning', 'evaluate DSSAT or APSIM models'.

Manage the month-end close process with task sequencing, dependencies, and status tracking.

Use when: compliance audit, GDPR/CCPA/SOC2/ISO27001/HIPAA/PCI-DSS review, regulatory requirements, data privacy audit, legal compliance check, India DPDP/M.A.N.A.V., EU AI Act, NIS2. Triggers: 'are we GDPR compliant', 'SOC2 audit', 'compliance check', 'data privacy review', 'regulatory requirements', 'is this legal in [country]', 'compliance gap'.

Run a TOGAF Architecture Compliance Assessment against any architecture document or implementation. Scores conformance across the 8 TOGAF compliance categories, identifies dispensation candidates, and produces an Architecture Board recommendation (Approve / Approve with Conditions / Reject). Use when validating an architecture against approved principles and standards, reviewing a document before Architecture Board submission, or auditing an in-flight implementation for conformance.

Component style templates and BEM naming for vehicle insurance platform. Use when styling Vue components, implementing BEM classes, creating responsive layouts, or writing scoped CSS. Keywords: BEM naming, component styles, KpiCard, FilterPanel, scoped CSS, responsive design, card styles, button styles, form controls.

CSS design tokens and color system for vehicle insurance platform. Use when defining colors, spacing, typography, or design variables. Keywords: eye-care colors 5B8DEF/8B95A5/C5CAD3, CSS variables, spacing system, color palette, typography scale, design tokens, variables.css, theme colors.

Quantify cyber risk using FAIR methodology with Monte Carlo simulation, assess control effectiveness against NIST CSF/CIS/ISO 27001 frameworks, evaluate risk appetite alignment, and analyze cyber insurance coverage adequacy. Covers threat landscape mapping, asset valuation, loss event frequency and magnitude estimation, annualized loss expectancy calculation, control gap analysis with ROI ranking, residual risk assessment, and insurance policy gap modeling at 90th/95th/99th percentile loss scenarios. Use when building risk registers, preparing board-level risk dashboards, evaluating security investment priorities, assessing cyber insurance coverage, or auditing any organization's risk quantification maturity per NIST RMF, ISO 27005, or FAIR standards.

Clean and standardize vehicle insurance CSV/Excel data. Use when handling missing values, fixing data formats, removing duplicates, or standardizing fields. Mentions "clean data", "handle nulls", "standardize", "duplicates", or "normalize".

Data governance strategy, quality validation rules, and data dictionary management for vehicle insurance platform. Use when defining data quality standards, implementing validation rules, managing field mappings, resolving data conflicts, or establishing data governance processes. Covers data cleaning standards, quality metrics, and mapping management.

Deploy and operate the vehicle insurance data analysis platform. Use when user asks about local development setup, production deployment, server configuration, build process, service management, or troubleshooting deployment issues. Focuses on the project's actual simple deployment model using startserver.sh, not complex enterprise setups.

Guide D&O insurance selection and coverage analysis. TRIGGERS - Use when user needs help with directors-officers-guide related tasks.

Manage Kurt documents - list, query, retrieve content, delete, find duplicates. Use CLI commands, Python API, or direct SQL queries.

Advanced CV for infrastructure inspection including forest fire detection, wildfire precondition assessment, roof inspection, hail damage analysis, thermal imaging, and…