Research

Security guidance and vulnerability review for codebases, APIs, services, CLI tools, libraries, and daemons.

Run fast, progressive experiments to map tunable parameters and their effects.

Analyze competitors with strengths, weaknesses, and differentiation opportunities.

Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities.

Identify the Ideal Customer Profile (ICP) from research data with demographics, behaviors, JTBD, and needs.

Create a structured customer interview script with JTBD probing questions, warm-up, core exploration, and wrap-up sections.

Identify 3-5 potential customer segments with demographics, JTBD, and product fit analysis.

Estimate market size using TAM, SAM, and SOM with top-down and bottom-up approaches.

Run a pre-mortem risk analysis on a PRD or launch plan.

Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights.

Create refined user personas from research data — 3 personas with JTBD, pains, gains, and unexpected insights.

Segment users from feedback data based on behavior, JTBD, and needs.

Search, browse, and retrieve scientific protocols from protocols.io via REST API.

Direct browser control via CDP.

Use Cua Driver for desktop or browser tasks that are awkward or unavailable through Bash/APIs, or when the user explicitly wants GUI interaction: app testing…

Use DeepAPI for all web search, deep research, and web scraping (websites, LinkedIn, GitHub, X/Twitter, YouTube, Instagram) instead of built-in search…

Check domain registration in batches using public RDAP APIs, without keys or login.

Search scientific papers via the BGPT MCP server and retrieve structured experimental data — methods, results, conclusions, quality scores, and 25+ metadata…

Search PubMed and bioRxiv for bioinformatics literature, synthesise results into a structured report, and build a citation graph — all locally, with a…

下载学术论文。支持 DOI、arXiv ID、关键词搜索、批量下载、Sciverse 语义检索/元数据、Elsevier API、WebVPN/CARSI 机构访问、下载失败排障。当用户要求下载论文(单篇或批量)、搜索文献、获取引文、配置 Sciverse/Elsevier API、或下载遇到…

Use when documenting a proposal's research foundation, available conditions, team support, feasibility, and risk controls from author-supplied facts.

Use when establishing a research proposal's project foundation, submission constraints, and presentation system before section drafting begins.

Use when researching, organizing, and citing the evidence base for a research proposal after its project foundation is established.

Use when translating established proposal objectives into research methods, a technical route, formal definitions, and an evaluation plan.