商業

Send messages and notifications to Slack channels using webhooks and APIs. Use when posting invoice alerts to team channels, sending payment notifications, automating status updates, or integrating invoice workflows with Slack.

Send and receive HTTP webhook notifications for event-driven automation. Use when triggering external workflows on invoice events, receiving callbacks from payment systems, integrating with third-party services, or building event-driven invoice pipelines.

Data transformation utilities for financial analysis. Use for currency conversions, percentage calculations, data normalization, and balance of payments accounting transformations.

Techniques for identifying and removing duplicate records. Use when merging datasets, cleaning CRM data, or entity resolution.

Create and manage calendar events programmatically using iCal format. Use when scheduling invoice due date reminders, creating payment follow-up events, automating meeting schedules, or generating calendar files for deadlines.

Validate data records against schemas and business rules. Use when checking required fields, validating email/phone formats, enforcing data types, or detecting duplicate records before syncing to a CRM system.

Read, write, and transform CSV files for CRM data imports and exports. Use when processing CRM exports, preparing data for bulk import, converting between CSV formats, or handling tabular contact data.

Parse and analyze COBOL source code structure, data divisions, and procedure logic. Use when migrating COBOL applications, analyzing legacy mainframe code, or extracting business rules from COBOL programs.

Build integrations between multiple CRM systems with data mapping and sync logic. Use when syncing contacts between Salesforce and HubSpot, building bidirectional data flows, implementing CRM migration pipelines, or managing multi-CRM environments.

Analyze supply chain performance and identify optimization opportunities. Use this skill when measuring supply chain KPIs, performing cost analysis, evaluating network efficiency, or generating insights from logistics data.

Search enterprise context data (Slack, docs, meetings, PRs) from the HERB benchmark to answer questions about products, employees, customers, and organizational activities. Use when answering questions that require searching through enterprise communication and documentation.

Advanced test reporting, quality dashboards, predictive analytics, trend analysis, and executive reporting for QE metrics. Use when communicating quality status, tracking trends, or making data-driven decisions.

Creates professional monthly invoice summaries for clients by analyzing Git commits and time sheet notes. Combines technical development work with business activities into clear, value-focused bullet points suitable for client invoicing. Use when creating monthly billing summaries, preparing client invoices, summarizing development work for billing periods, translating technical Git commits into client-friendly descriptions, or combining Git activity with time sheet notes for complete project summaries.

Creates requirements documents through structured 3-phase discovery process. Guides through requirements discovery, practical scoping, and generates consolidated requirements document with clear, practical language. Use when user wants to create a requirements document, needs to define what the system must do and quality constraints, or is documenting business capabilities, user workflows, and system requirements. Follows established feature development process with single consolidated document covering user stories, business data, rules, quality attributes, and success criteria.

Expert quantitative analyst specializing in financial modeling, algorithmic trading, and risk analytics. Masters statistical methods, derivatives pricing, and high-frequency trading with focus on mathematical rigor, performance optimization, and profitable strategy development.

Expert workflow orchestrator specializing in complex process design, state machine implementation, and business process automation. Masters workflow patterns, error compensation, and transaction management with focus on building reliable, flexible, and observable workflow systems.

Expert on integrating Shelby Protocol decentralized storage into applications. Helps with use case evaluation, architecture design, migration strategies, cost optimization, performance tuning for video streaming, AI training, data analytics, content delivery, and read-heavy workloads. Triggers on keywords integrate Shelby, decentralized storage integration, video streaming storage, AI training data, data analytics storage, migration to Shelby, storage architecture, content delivery, Shelby use case.

Revenue model design, unit economics, pricing strategy, and monetization optimization

Expert Terraform engineer specializing in infrastructure as code, multi-cloud provisioning, and modular architecture. Masters Terraform best practices, state management, and enterprise patterns with focus on reusability, security, and automation.

Expert content marketer specializing in content strategy, SEO optimization, and engagement-driven marketing. Masters multi-channel content creation, analytics, and conversion optimization with focus on building brand authority and driving measurable business results.