商業

Generate validated stakeholder personas using the Vianeo Business Validation framework. This skill routes to Strategic Persona Builder with Vianeo framework support. Produces evidence-backed personas for partners, innovators, stakeholders, and beneficiaries with dual outputs (strategic + platform-ready).

Data engineering, ETL pipelines, data warehousing, and analytics. Master data infrastructure and pipeline design.

Standards for generating enterprise documents (Word, Excel, PDF) using Template-First architecture.

Work with MongoDB (document database, BSON documents, aggregation pipelines, Atlas cloud) and PostgreSQL (relational database, SQL queries, psql CLI, pgAdmin). Use when designing database schemas, writing queries and aggregations, optimizing indexes for performance, performing database migrations, configuring replication and sharding, implementing backup and restore strategies, managing database users and permissions, analyzing query performance, or administering production databases.

List email engagements from HubSpot CRM. Load when user says 'list emails', 'show emails', 'email history', 'hubspot emails'. Returns logged email records.

Generate all copywriting and asset specifications needed for iOS App Store submissions. Use when preparing an app for App Store Connect, creating app descriptions, keywords, screenshots specs, promotional text, release notes, or any App Store metadata. Covers iPhone/iPad/Watch screenshots, App Clips, iMessage apps, and review information.

Create a new company in HubSpot CRM. Load when user says 'create company', 'add company', 'new company'. Requires name, optional domain, industry, city.

Email operations skill for sending, fetching, and reading emails via IMAP/SMTP.Uses curl with OpenSSL/LibreSSL for reliable TLS compatibility with Tencent Enterprise Mail and other providers.Credentials are securely stored in macOS Keychain.

Creates a detailed technical design document from a product opportunity through collaborative workshopping. Use this when the user wants to create a technical spec, design document, or needs to plan a new feature or project through an interactive process with discovery, alternatives exploration, and iterative feedback before finalizing.

Enterprise GitFlow automation, PR policy enforcement, Git 2.47-2.50 features, trunk-based development, comprehensive branching strategies, commit conventions, GitHub CLI 2.83.0 integration

Manage SEO, sitemaps, and metadata for optimal search engine visibility

Implement disaster recovery and backup strategies for Proxmox. Create and manage backups, test recovery procedures, and ensure business continuity for your infrastructure.

Load when working on revenue tracking, financial forecasting, P&L statements,unit economics, or business financial planning. Contains frameworks andtemplates for creator business financial management.

Apply domain-driven design principles for business logic, entities, events and aggregate boundaries. Use when modeling domain concepts, implementing business rules, or defining clear separation between domain and infrastructure layers.

Implement comprehensive input validation on both client and server sides with clear error messages, type checking, and sanitization to prevent security vulnerabilities. Use this skill when validating user input, implementing form validation, checking data types and formats, sanitizing input to prevent injection attacks (SQL, XSS, command injection), validating business rules, providing field-specific error messages, implementing server-side validation for all entry points (API endpoints, web forms, background jobs), using client-side validation for immediate user feedback, applying allowlists over blocklists, validating ranges and required fields, or ensuring consistent validation across the application. Apply this skill when handling any user input, building forms, creating API endpoints, or reviewing code for security and data integrity.

Reportei marketing report generation API via curl. Use this skill to manage clients, reports, templates, integrations and webhooks for automated marketing analytics.

Enterprise-grade PowerPoint deck generation system using evidence-based prompting techniques, workflow enforcement, and constraint-based design. Use when creating professional presentations (board decks, reports, analyses) requiring consistent visual quality, accessibility compliance, and integration of complex data from multiple sources. Implements html2pptx workflow with spatial layout optimization, validation gates, and multi-chat architecture for 30+ slide decks.

Ability to plan, direct, and oversee the development, operation, and governance of information systems to meet organisational objectives. Includes aligning technology strategy with business needs, managing teams and resources, ensuring system reliability and security, overseeing budgets and vendors, and governing risk and compliance. Applies across public and private sector contexts and is independent of specific technologies or platforms, with human accountability retained for strategic decisions, assurance, and outcomes.

Elite AI/ML Senior Engineer with 20+ years experience. Transforms Claude into a world-class AI researcher and engineer capable of building production-grade ML systems, LLMs, transformers, and computer vision solutions. Use when: (1) Building ML/DL models from scratch or fine-tuning, (2) Designing neural network architectures, (3) Implementing LLMs, transformers, attention mechanisms, (4) Computer vision tasks (object detection, segmentation, GANs), (5) NLP tasks (NER, sentiment, embeddings), (6) MLOps and production deployment, (7) Data preprocessing and feature engineering, (8) Model optimization and debugging, (9) Clean code review for ML projects, (10) Choosing optimal libraries and frameworks. Triggers: "ML", "AI", "deep learning", "neural network", "transformer", "LLM", "computer vision", "NLP", "TensorFlow", "PyTorch", "sklearn", "train model", "fine-tune", "embedding", "CNN", "RNN", "LSTM", "attention", "GPT", "BERT", "diffusion", "GAN", "object detection", "segmentation".

Эксперт по SMM. Используй для стратегий в Instagram, Facebook, TikTok, LinkedIn, контент-планов и community management.