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Splitrail Analyzer Integration

Streamlines the process of adding new AI agent cost and token usage trackers to the Splitrail monitoring system.

Complete Rust Development

Streamlines Rust application development by integrating standardized error handling, testing, and logging patterns through a modular composition system.

Java REST Controller Unit Testing

Generates comprehensive unit tests for Spring Boot REST controllers using MockMvc and Mockito to validate API endpoints in isolation.

LangChain4j AI Services Patterns

Simplifies the integration of large language models into Java applications using declarative interfaces and annotations.

YC Startup Advisor

Provides research-backed startup advice by accessing Y Combinator’s library of essays, founder interviews, and startup school lectures.

GKE Cluster Creator

Provisions production-ready Google Kubernetes Engine clusters using optimized templates and Google Cloud best practices.

Spring Boot OpenAPI Documentation

Automates the generation of comprehensive OpenAPI 3.0 specifications and interactive Swagger UI for Spring Boot 3.x applications.

Spring Data Neo4j Integration

Streamlines graph database development by providing standardized patterns for Spring Data Neo4j entity mapping, Cypher queries, and repository implementation.

AWS SDK for Java 2.x Core

Configures and optimizes AWS SDK for Java 2.x service clients with industry-standard patterns for authentication, performance, and resource management.

Web Application Testing & Audit

Streamlines web application testing with comprehensive E2E strategies, Playwright automation, and systematic deep audit workflows.

Project Session Management

Optimizes development workflows by enabling naming, checkpointing, and resuming of persistent Claude Code sessions.

GitHub Integration Test Reporter

Automates the creation of detailed GitHub issues for local integration test failures by analyzing logs and agent metadata.

Agent Tool Design & Architecture

Optimizes how AI agents interact with external systems through professional tool design principles, consolidation strategies, and MCP standards.

Agent Performance Evaluation

Establishes robust frameworks for measuring, testing, and optimizing AI agent performance through multi-dimensional rubrics and LLM-as-judge methodologies.

MCP Server Builder

Provides architectural principles and best practices for building robust Model Context Protocol (MCP) servers.

Filesystem Context Manager

Manages and offloads agent context to the filesystem to overcome context window limits and improve token efficiency.

Hosted Agent Infrastructure

Design and scale remote, sandboxed execution environments for autonomous and collaborative background agents.

BDI Mental State Modeling

Transforms external RDF context into formal Belief-Desire-Intention (BDI) mental states for advanced cognitive agent reasoning.

Describe Design

Generates comprehensive architectural documentation and Mermaid diagrams by researching and mapping existing codebases.

Critical Code Reviewer

Conducts rigorous, adversarial code reviews across multiple languages to identify security vulnerabilities, performance bottlenecks, and poor coding patterns.

GitHub Issue Solver

Automates GitHub issue resolution using parallel subagents and systematic quality gates to streamline complex development tasks.

Workflow Monitor

Monitors execution workflows for errors and inefficiencies to automatically generate actionable GitHub issues for improvements.

MCP Code Execution Optimizer

Optimizes tool-heavy workflows and data pipelines into efficient MCP execution patterns to maximize token savings.

Subagent Skill Testing

Validates Claude Code skills using a TDD-style methodology and fresh subagent instances to eliminate priming bias.

Hookify Rule Catalog

Installs and manages pre-configured safety and quality guardrails for Claude Code development workflows.

Bloat Detector

Identifies and eliminates codebase bloat through progressive analysis to reduce technical debt and optimize AI context usage.

Tutorial Auto-Generator & Updater

Automates the generation of high-quality technical tutorials featuring terminal and browser GIF recordings.

Imbue Feature Review

Streamlines product roadmapping by inventorying features and applying evidence-based prioritization frameworks like RICE, WSJF, and Kano scoring.

Review Chamber

Transforms ephemeral Pull Request discussions into persistent, searchable institutional memory within project memory palaces.

Browser Recording & Tutorial Generator

Automates high-quality browser session recordings and GIF conversions for web tutorials and documentation.