1. Software Development

Builds electronic market making systems with emphasis on market microstructure, optimal execution, and order routing algorithms.

Provides compiler infrastructure code following Chris Lattner's principles, emphasizing modular design, reusable components, and progressive lowering for language toolchains.

Autonomously extracts non-obvious debugging solutions into reusable skills for future development sessions.

Provides type-safe input/output validation for Blong API handlers using TypeScript or TypeBox, automatically generating OpenAPI documentation and runtime checks.

Orchestrates end-to-end TypeScript feature implementation including specifications, testing, coding, and review for multi-story features.

Ensures thorough code and architecture analysis by dispatching two competing reviewers (architectural and implementation) before technical decisions.

Checks .NET code architecture against MSBuild and CPM rules to ensure compliance and quality.

Provides optimized JavaScript solutions for LeetCode problems, including time/space complexity analysis and adherence to coding standards.

Organizes code handlers into functional layers (gateway, adapter, orchestrator, error, test) for improved structure and deployment control within a Blong application.

Conducts thorough code reviews to ensure security, performance, style compliance, and adherence to best practices in software development.

Provides protocol implementation utilities for Blong, handling serialization, deserialization, and request/response matching for HTTP (OpenAPI, JSON-RPC) and TCP (ISO8583, SMPP) codecs.

Enables REST API implementation in Blong using OpenAPI/Swagger, supporting server-side gateways and client-side adapters with OpenAPI codec integration.

Provides typed error definitions and throwing utilities for the Blong framework, supporting parameterized messages, HTTP status codes, and error wrapping.

Creates modular business domains in the Blong framework, enabling independent deployment as monoliths or microservices.

Coordinates business logic in Blong, decoupled from integration protocols. Orchestrators manage adapter coordination, define API namespaces, and run as Kubernetes services for workflows and saga patterns.

Orchestrates end-to-end Python feature implementation including specification, coding, testing, and review for multi-story features or auto-implementation.

Step-by-step guidance for developing, modifying, and debugging plugins within the ancplua-claude-plugins monorepo.

Creates API handlers and library functions in Blong using semantic triple naming for business operations and reusable logic.

Forces verification through test execution and output validation before developers claim code completion, preventing premature success claims.

Automates test case generation for Blong handlers using step-based patterns with context passing, supporting assertions and TDD workflows.

Automates local development server startup with intelligent port management, project detection, and automatic browser opening.

Generates interactive debugging interfaces to visualize internal system states, data flows, and behaviors for developers understanding complex mechanisms.

Offers adapter pattern for seamless integration with external systems including REST APIs, SQL databases, and TCP protocols.

Blocks commits with warning suppressions, commented tests, or deleted assertions to enforce code quality and prevent development shortcuts.