Search Skills

Enables synthesis of multi-source information and evaluation of analogies for problem-solving, pattern identification, and cross-domain knowledge transfer.

Automates Windows desktop applications using UI Automation and Win32 APIs for element discovery, input simulation, and process interaction, with strict security protocols.

Expertise in designing, configuring, and optimizing Celery distributed task queues for asynchronous processing, workflow orchestration, and production monitoring.

Expert guidance on designing high-performance database schemas with normalization, indexing, and full-text search optimization for desktop applications.

Enables secure real-time bidirectional communication with built-in CSWSH prevention, authentication, and message validation for WebSocket endpoints.

Transforms theoretical documents (PDF, markdown, research papers) into reusable, actionable skills for future productivity.

Expert implementation of secure auto-update systems for Tauri applications with signature verification, rollback, and staged rollouts.

Integrates local LLMs via llama.cpp and Ollama with secure model loading, inference optimization, and protection against LLM vulnerabilities.

Enables wake word detection for voice assistants using openWakeWord, featuring audio monitoring, keyword spotting, and privacy-focused always-listening capabilities.

Validates product ideas through low-cost experiments like fake doors and concierge MVPs to test desirability and feasibility before development.

Securely integrates cloud AI APIs (Claude, GPT-4, Gemini) with key management, rate limiting, and cost optimization.

Facilitates structured adversarial review to identify strategic risks, validate decisions, and prevent groupthink before implementation.

Monitors external trends and PESTLE factors to enable strategic planning and scenario development for business foresight.

Converts probabilistic forecasts into optimal betting decisions using Kelly Criterion and Brier score optimization for edge calculation and bet sizing.

Evaluates ethical, safety, and fairness impacts of AI/tech decisions, identifies vulnerable populations, and proposes risk mitigation strategies.

Expertise in implementing Kanidm for secure identity management, SSO, authentication systems, and infrastructure access control.

Performs test coverage analysis for code and Storybook to verify testing adequacy and quality.

Automates security audits to detect hardcoded secrets, dangerous code patterns, and unsafe practices in source code.

Performs architecture dependency analysis to validate feature isolation and adherence to composition root pattern in software design.

Automates static code analysis to enforce security standards, architectural patterns, and code quality compliance.

Automates technical documentation generation by analyzing codebases, detecting patterns, and creating diagrams for clarity and completeness.

Validates Claude Code plugins against official development guidelines to prevent installation failures and ensure compliance.

Performs dependency analysis to identify outdated and unused packages, enhancing codebase maintainability and health.

Provides standardized validation methodologies, consistency checks, and failure pattern analysis for Claude Code operations to ensure code quality and reliability.