Skill UI

This tool guides researchers in evaluating whether their economic project topic is suitably specialized and ambitious for elite, growth-focused academic journals. It helps users frame their research question around core growth mechanisms, such as human capital accumulation, endogenous growth theory, or institutional dynamics, ensuring the work meets the standard of a "first-order growth question."

This skill implements an advanced reference pattern for integrating with Monitoring Control Platform (MCP) servers. It ensures accurate data retrieval by first reading a domain-specific 'gotchas' reference file, mitigating query failures caused by complex server behaviors, pagination limits, or subtle API quirks. It analyzes issue data, groups errors by root cause, and generates a structured, actionable markdown report for improved system health visibility.

Provides an interactive and comprehensive onboarding experience for new Ouroboros users. This skill systematically checks the environment setup, validates required configuration files (like API keys and system YAML), and guides the user through the initial setup process, ensuring all dependencies are met before use. Useful for first-time setup or validating system readiness after upgrades.

A comprehensive content methodology distilled from top-tier AI media platforms. This framework teaches how to structure high-impact articles, ranging from rapid news briefs (50+ daily updates) to deep, authoritative long-form reports. Key techniques include adopting a conflict-first narrative style, maximizing emotional intensity through exclamation marks, prioritizing Chinese cultural context over direct translation, and establishing industry authority through structured rankings and comprehensive coverage.

A skill that captures Guixingren's AI technology media creation mindset, featuring Silicon Valley first-line perspectives, China-US dual-line narratives, rapid news aggregation structure, and AI community productization operations. Suitable for AI industry news writing, Silicon Valley reporting, China-US AI comparison analysis, developer tool reviews, and AI community operations, including hackathons, podcasts, and offline events.

Query self-hosted or Matomo Cloud analytics as a privacy-first GA4 alternative. Pull organic traffic, landing pages, device, country, referrer and keyword reports via the Matomo Reporting API.

Design and implement robust API integrations using expert patterns for REST, GraphQL, and webhooks. Focus on contract-first design, resilience, observability, and security. Includes strategies for authentication, rate limiting, error handling, and debugging to ensure production-ready solutions.

Reduce time-to-first-API-call (TTFAC) by optimizing the developer onboarding journey. Covers authentication simplification, sandbox environments, interactive documentation, and eliminating common failure points to boost developer adoption.

Design and build official Apify integrations for company products with minimal external help. Covers workflow automation, AI agent plugins, framework packages, and direct clients. Includes guidance on vocabulary mirroring, asynchronous run flows, and cost controls. Use Apify MCP for research and follow category-specific reference files for UX design and capability matrices to ensure a first-class integration.

This skill empowers you to implement secure backend coding practices, focusing on input validation, authentication, and API security. It covers vulnerability prevention, defensive programming, and secure architecture implementation. Ideal for building security-first applications that resist common attack vectors like SQL injection, XSS, and CSRF. Includes expertise in database protection, secret management, and HTTP security headers.

Bilig WorkPaper provides a code-first runtime environment for complex spreadsheet business logic. It allows agents to interact with structured data using formulas and JSON workbooks via deterministic API calls (MCP/TypeScript). This is ideal for replacing unreliable UI automation in use cases like quote calculators, budget modeling, and data validation, ensuring calculation integrity through explicit read-back proof.

A token-efficient protocol for accessing web content, including GitHub repos, specific URLs, and search queries. Uses layered fetch depth, API-first for GitHub, and skimming techniques to minimize tokens and avoid full-page fetching waste.