Search Skills

Designs and implements memory architectures for AI agents to persist state, maintain entity consistency, and reason over structured knowledge across sessions.

Verifies software versions, dates, status, and current state using assertions.yaml and web search to prevent AI hallucinations.

Specializes in test-driven development (TDD) for Python projects using pytest, including test writing, quality auditing, and report generation.

Extracts human-readable transcripts from JSONL session logs generated by Claude Code and Codex CLI tools.

Interactive assistant guiding self-media writers through topic selection, draft quality checks, and post-publication analytics diagnosis.

Guides the creation of new material components within the form-materials package for FlowGram.

Automates GitHub issue relationship management including parent-child hierarchies, dependencies, and cross-links via GraphQL API.

Manages backend operations for Unite-Hub, including Next.js API routes, Supabase database interactions, authentication, and third-party integrations.

Generates unit tests by analyzing existing code patterns and integrating with common testing frameworks.

Provides expert knowledge on Logseq's Datascript database schema, including attributes, relationships, and data model architecture for effective data management.

Provides a thorough code review using all available skills to analyze changes before committing, ensuring code quality and correctness.

Automates creation of detailed, reviewer-friendly PR descriptions with visual diagrams, summary tables, and structured test plans for efficient code reviews.

Automates Mac system tasks and applications using AppleScript, including Mail, Calendar, Safari, Finder, and system controls for enhanced productivity.

Optimizes Apache Spark jobs via partitioning, caching, shuffle tuning, and memory configuration to accelerate data processing pipelines and resolve performance bottlenecks.

Guides creation and enhancement of Claude Code agents through structured file organization, persona definition, tool integration, and schema validation.

Provides advanced web search using Gemini for gathering current, relevant information, preferred for complex research needs over default tools.

Automates GitHub PR merging with pre-merge validation, user confirmation, and post-merge cleanup to ensure code quality and workflow integrity.

Prevents premature success claims by requiring actual test execution and output verification before allowing completion statements.

Automates creation, modification, and validation of Claude Code agents, including YAML configuration and agent architecture design.

Guides the integration of Spec-Kit with Claude Code to streamline specification-based software development workflows.

Synthesizes provided research sources neutrally, separating direct quotes from paraphrased content while ensuring all claims are grounded in the sources.

Manages virtual environments for Python and Node.js projects, ensuring dependency isolation and consistent project setup.

An AI runtime toolkit for managing and integrating internal AI tools and external CLI tools with discovery, execution, and configuration capabilities.

Universal dataset importer for FiftyOne supporting all media types, label formats, and autonomous driving data with automatic structure detection.