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Automates database testing workflows by generating realistic test data, managing transactional integrity, and validating schemas.
Detects, analyzes, and resolves database deadlocks by monitoring lock contention and transaction patterns.
Orchestrates real-time command execution and forensic data collection across LimaCharlie EDR sensors for incident response and fleet management.
Integrates GitHub pull requests with Linear issue tracking to automate requirement validation and comprehensive code reviews.
Navigates and optimizes your AI development environment by recommending the best combinations of Claude Code skills, MCP servers, and CLI tools.
Ensures Claude Code plugins meet structural, security, and marketplace standards through automated validation and auto-fixing capabilities.
Enforces database integrity and business rules by automating the validation of data types, ranges, and complex formats.
Scaffolds a structured personal knowledge management system with microdatabases, VitePress documentation, and automated Claude hooks.
Optimizes application caching strategies by analyzing hit rates, TTL configurations, and key designs for improved system performance.
Automates web interactions on bot-protected sites using stealth techniques to bypass Cloudflare and other security measures.
Automates SOC2 audit preparation by gathering evidence, identifying security compliance gaps, and generating readiness reports.
Generates production-ready CI/CD configurations for GitHub Actions, GitLab CI, and Jenkins to automate software delivery workflows.
Constructs and configures custom neural network architectures including CNNs, RNNs, and Transformers directly within the Claude Code environment.
Implements scalable, production-ready Node.js backend architectures using Express or Fastify with industry-standard patterns.
Automates the end-to-end deployment of machine learning models to production environments through API generation and containerization.
Deploys web applications and static sites to Vercel instantly without requiring pre-configured authentication or API keys.
Provides a unified overview of Discord and Telegram connection states, sync progress, and configuration health.
Automates mobile application testing for iOS and Android using frameworks like Appium, Detox, and Espresso.
Detects and reports discrepancies between live infrastructure and desired configurations to maintain environment integrity.
Builds production-ready Model Context Protocol (MCP) servers using the FastMCP Python framework.
Generates production-ready, high-fidelity mega-prompts through a structured 7-question flow and 69 professional domain presets.
Validates API integrity and consumer compatibility using Pact and OpenAPI specifications to prevent breaking changes.
Analyzes code coverage metrics and identifies untested code paths to ensure software quality and reliability.
Implements and optimizes Google Cloud Vector Search 2.0 for high-performance similarity search and AI applications.
Automates the fine-tuning and adaptation of pre-trained machine learning models for specific datasets and tasks.
Performs comprehensive statistical analysis including hypothesis testing, regression modeling, and Bayesian inference with APA-compliant reporting.
Automates the creation of mocks, stubs, spies, and fakes to accelerate unit testing workflows across multiple frameworks.
Evaluates machine learning model performance using a comprehensive suite of metrics to ensure accuracy and deployment readiness.
Automates the design, implementation, and scaling of database replication and sharding architectures for high-availability systems.
Performs exact symbolic mathematics in Python, including calculus, algebra, and complex equation solving.
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