Developers often struggle to find current industry standards and proven approaches for implementation challenges. This skill provides researched best practices, design patterns, and recommendations tailored to specific project contexts.

Understanding new or complex codebases takes significant time and effort. This skill provides systematic investigation techniques to quickly map code structure, trace dependencies, identify patterns, and find key implementations without reading every file manually.

Understanding code structure and patterns helps developers navigate unfamiliar codebases faster. This skill identifies design patterns, architectural styles, and recurring code structures to provide insights into how software is organized.

Manually searching and extracting Zhihu article data is time-consuming and error-prone. This skill automates the process through the BrowserAct API, returning structured article details and full content with just a keyword.

Manually watching hours of competitor videos is time-consuming and expensive. This skill extracts YouTube transcripts via API and performs structured 8-dimension analysis to reveal competitor messaging, audience targeting, and content gaps in minutes.

Manually copying YouTube search results is slow and error-prone. This skill automates structured data extraction via the BrowserAct API, delivering clean titles, descriptions, view counts, and URLs directly in your terminal.

Finding the right YouTube influencers for campaigns takes hours of manual searching. This skill automates discovery by querying the BrowserAct API and returning structured profiles with subscriber counts, emails, and social links.

Finding full WeChat articles manually is slow and fragmented. This skill uses the BrowserAct API to search by keywords and return structured article data including full body text, author, and publication date.

Copying content from websites is slow and error-prone. This skill automatically extracts clean Markdown text from any public URL using the BrowserAct API, giving you structured content without HTML noise.

This skill solves the problem of restricted web access during AI-assisted research. It searches the internet using the BrowserAct API and generates structured research reports with source citations.

Collecting structured Reddit data for market research is slow and error-prone with manual methods. This skill extracts Reddit posts and comments through the BrowserAct API without CAPTCHA or IP restrictions.

Manually searching Google News and copying results is slow and error-prone. This skill automates news extraction with structured data including headlines, sources, dates, and article links through a single API call.

Manually searching and collecting image data from Google Images is slow and repetitive. This skill automates image metadata extraction using the BrowserAct API, returning structured results with titles, thumbnails, and source links.

Manually searching GitHub for contributors and project details is time-consuming. This skill automates discovery by connecting to the BrowserAct API to extract repository metrics and contributor contact information.

Research agents often hit API rate limits and show unclear progress, frustrating users. This skill adds exponential backoff, proper web search integration, and real-time progress updates so users stay informed during long research tasks.

Diagnose unexpected outcomes and anomalies by generating ranked explanations with evidence. This skill helps identify root causes when you have incomplete data and need to infer what happened.

Startups often struggle to validate market opportunities with data-backed insights. This skill provides structured frameworks for TAM/SAM/SOM analysis, competitive mapping, and customer profiling to inform go/no-go decisions.

Understanding unfamiliar codebases takes significant time and effort. DeepWiki MCP provides AI-powered repository analysis and RAG-based Q&A for GitHub, GitLab, and Bitbucket projects.

SRAgent helps researchers work with NCBI Sequence Read Archive and GEO databases. It converts between accession formats, extracts metadata from sequencing experiments, and finds associated publications automatically.

When you need to summarize research materials, you often blend quotes with paraphrases or make unsupported claims. This skill ensures neutral synthesis with clear source attribution and explicit uncertainty flags about what is and is not supported by the provided text.