AI Agent Workflow Collection

Master AngularJS to Angular migration, including hybrid apps, component conversion, dependency injection changes, and routing migration.

Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis.

Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.

Build secure, scalable authentication and authorization systems using industry-standard patterns and modern best practices.

Build robust, production-grade backtesting systems that avoid common pitfalls and produce reliable strategy performance estimates.

Master automated billing systems including recurring billing, invoice generation, dunning management, proration, and tax calculation.

Comprehensive patterns and techniques for analyzing compiled binaries, understanding assembly code, and reconstructing program logic.

Guide for implementing and maintaining context as a managed artifact alongside code, enabling consistent AI interactions and team alignment through structured project documentation.

Implement data quality validation with Great Expectations, dbt tests, and data contracts.

Transform debugging from frustrating guesswork into systematic problem-solving with proven strategies, powerful tools, and methodical approaches.

Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems.

Master major dependency version upgrades, compatibility analysis, staged upgrade strategies, and comprehensive testing approaches.

Master C/.NET patterns for building production-grade APIs, MCP servers, and enterprise backends with modern best practices (2024/2025).

Build reliable, fast, and maintainable end-to-end test suites that provide confidence to ship code quickly and catch regressions before users do.

Guide to selecting and optimizing embedding models for vector search applications.

Design and implement event stores for event-sourced systems.

Practical implementation guide for GDPR-compliant data processing, consent management, and privacy controls.

Turn any public URL into a production-grade 9-section design.md spec (colors, typography, components, layout, depth, motion, responsive, prompt guide) using the agent's own built-in tools — WebFetch, browser/screenshot, and file writes. Use when the user asks to "generate a design system from a URL", "extract brand tokens", "write a design.md", clone a site's style, or reverse-engineer a design system from a live page. Triggers on phrases like "design spec", "style guide from URL", "brand tokens", or any request that pastes a URL and asks for a design document.

Master Go concurrency with goroutines, channels, sync primitives, and context.

Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization.

Create and manage production-ready Grafana dashboards for comprehensive system observability.

Comprehensive guidance for creating, organizing, and managing Helm charts for packaging and deploying Kubernetes applications.

Configure secure, high-performance connectivity between on-premises and cloud environments using VPN, Direct Connect, and ExpressRoute.

Combine vector and keyword search for improved retrieval.