Research

Generate comprehensive API documentation including OpenAPI/Swagger specifications, endpoint references, SDK documentation, and integration guides from code or specifications

data-collection for evidence-based learning research and evaluation.

Scrape content from RedNote/Xiaohongshu including posts, images, videos, and complete comment threads with nested replies. Use when researching topics on RedNote, extracting social media content for analysis, or gathering RedNote posts and discussions. Works with any remote browser providing a WebSocket URI (WSS).

CSS Grid utilities using Utopia fluid spacing. Reference for the grid variables and utility classes defined in this project.

Create and edit Mermaid diagrams for software engineering work, architectural ideas, and technical documentation. Use when the user asks to create, edit, or work with Mermaid diagrams. Provides comprehensive syntax references, common pitfalls, styling guidance, and software architecture patterns.

Agent-optimized Test-Driven Development workflow based on research from Codex, CodeT, Self-Debugging, TICoder, and SWE-bench Verified. Use when fixing bugs (generate fail-to-pass test first), implementing new features (acceptance tests first), or when user requests "TDD", "test-first", or "test-driven" approach. Provides high-confidence code changes with comprehensive test coverage.

Create a new TypeScript exercise with starter code, test cases, and reference solution

Эксперт анализа распределений. Используй для statistical distributions, data analysis и hypothesis testing.

A workflow for capturing evidence and citations to create reproducible analyses and audit trails.

Chain multiple operations together in pipelines. Use for multi-step workflows, combining research with analysis, and complex automated tasks.

Live testing and validation of production research API for strategy optimization loops

Chaos experiment design methodology. Hypothesis formation, success criteria definition, blast radius control, validation patterns, and SLI monitoring for effective chaos engineering.

Enforces online documentation research before any technical implementation. Use when implementing features to ensure code follows current best practices by researching official documentation first.

This skill should be used when the user asks about "MakerKit patterns", "CLAUDE.md files", "what MCP tools are available", "how does MakerKit structure", "personal vs team accounts", "RLS patterns in MakerKit", or needs quick reference for MakerKit conventions.

Drive quantitative analysis, factor diagnostics, and reporting for ATFT-GAT-FAN outputs.

Classifies information into PACER categories (Procedural, Analogous, Conceptual, Evidence, Reference) and recommends appropriate digestion protocols. Use when learning new material, studying, reading educational content, processing information for retention, or when user asks about how to study or remember something.

Probability, distributions, hypothesis testing, and statistical inference. Use for A/B testing, experimental design, or statistical validation.

Comprehensive research, analysis, and content extraction system. Multi-source parallel research using available researcher agents. Deep content analysis with extended thinking. Intelligent retrieval for difficult sites. Fabric pattern selection for 242+ specialized prompts. USE WHEN user says 'do research', 'extract wisdom', 'analyze content', 'find information about', or requests web/content research.

Analyze arXiv research papers and explain them in accessible terms. Use when the user mentions arXiv, research paper, academic paper, scientific paper, preprint, or provides an arxiv.org URL.

Codex MCP tool reference. Supplemental parameter docs for codex tool (tuannvm/codex-mcp-server).