Research AI Skills

Market strategy analyst performing SWOT, competitive positioning, market-timing assessment, and go-to-market recommendations from research findings. Use after the research-agent has produced market…

Review and validate claims using counter-hypothesis testing. Use when verifying technical content, checking references, validating API endpoints, or performing quality assurance on deliverables.

进行市场研究、竞争分析、投资者尽职调查和行业情报，附带来源归属和决策导向的摘要。适用于用户需要市场规模、竞争对手比较、基金研究、技术扫描或为商业决策提供信息的研究时。

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate…

Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to validated, pilot-tested ideas. Use when…

Meta-agent that routes bioinformatics requests to specialised sub-skills. Handles file type detection, analysis planning, report generation, and reproducibility export.

Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct…

Domain-specific visualization best practices for cognitive and neuroscience data, encoding plot type selection, color standards, and publication formatting

Discord ops via the message tool (channel=discord).

Run web scrapers and extract data from websites and social media platforms using Apify actors. Supports Instagram, TikTok, Twitter/X, LinkedIn, Facebook, YouTube, Google Search, and general web…

Harmonize data management of multiple experimental assays performed on an overlapping set of specimens. It provides a familiar Bioconductor user experience by extending concepts from…

Structured competitive analysis with feature matrices, SWOT, positioning maps, and UX review. Covers research frameworks, pricing comparison, review mining, and visual deliverables. Use for: market…

Standardizes the creation and evaluation of high-density Agent Skills (Claude, Cursor, Windsurf). Ensures skills achieve high Activation (specificity/completeness) and Implementation…

Diagnose and repair the clarity and logic of manuscript prose, journal-agnostic. Use when a passage is technically correct but hard to follow: buried topic sentences, missing logical bridges,…

Answer questions about PDF content, summarize, and extract information

Generate and verify BibTeX entries from paper notes, writing `citations/ref.bib` and `citations/verified.jsonl`.

Comprehensive startup idea validation and market analysis tool. Use when users need to evaluate a startup idea, assess market fit, analyze competition, validate problem-solution fit, or determine…

Assess research idea novelty through systematic literature search. Multi-round search-evaluate loops with harsh critic persona. Binary novel/not-novel decision with justification. Use before…

Search arXiv preprint repository for papers in physics, mathematics, computer science, quantitative biology, and related fields

Detect friction signals; graduate patterns into rules. Use for session retrospectives.

Create, edit, and analyze Excel spreadsheets — research data, experimental results, statistical analysis, and data visualization. Use when the user asks to build, modify, or analyze .xlsx files,…

Design, evaluate, and challenge quantitative investment ideas using an integrated research workflow that covers factor and asset-pricing logic, signal generation, signal validation, backtesting,…

Use this skill for web search, extraction, mapping, crawling, and research via Tavily’s REST API when web searches are needed and no built-in tool is available, or when Tavily’s LLM-friendly format is…

This skill should be used when the user asks to "分析错题", "错因分析", "整理错题本", "我这道题做错了", "帮我分析错因", "归类薄弱知识点", "错误模式", "巩固练习", "这道题怎么错了", "为什么做错了", "帮我看看这道题", "我的答案和标准答案不一样", "老师说我这题错了", "这几道题都错了帮我看看",…

Build production-ready web scrapers for any website using Bright Data infrastructure. Guides you through site analysis, API selection, selector extraction, pagination handling, and complete scraper…

Systematic multi-angle web research methodology.

Earnings sentiment analysis, analyst estimates vs guidance, earnings surprise history, consensus sentiment, earnings revision trends, analyst rating changes, earnings beat miss track record, guidance…

Use when analyzing server logs to understand how AI crawlers (GPTBot, ClaudeBot, PerplexityBot) interact with your site. Use when optimizing content placement for LLM retrieval, diagnosing why AI…

Search scientific and technical sources and write one idea file and one Ideas row for the direction the user confirms. Comes after review, beside the backlog. Do not call research-ml-practice. Do not…

When the user wants to analyze local search competitors, benchmark against map pack rivals, or understand why competitors outrank them. Also use when the user mentions "competitor analysis," "who's…

Add or change what an agent can do — a new tool the model can call, a new capability (knowledge, web search, charts, a guardrail, a compaction strategy), a tool rename, or a per-tool approval gate.…

Switch Claude's personality/persona between specialized modes — researcher, coder, analyst, creative, advisor.

Export WoS records to Zotero, RIS, BibTeX, or Excel.

This skill MUST be invoked when users want to create, build, or develop MCP (Model Context Protocol) servers. Should be used for any task involving MCP server creation, whether simple calculator tools…

A C-level strategy advisory board, run as a team of named specialist agents, that takes an executive from a raw strategic question to a defended, board-ready recommendation. Use this skill whenever…

Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and…

Clean, deduplicate and validate BibTeX/BibLaTeX bibliographies before submission. Use when a .bib file has duplicate keys or works, missing fields, broken DOIs, lost acronym capitalization (e.g.…

🇺🇸 Open-Source Marketing & GitHub Stars Growth System — Decision framework for each growth stage. Pre-launch readiness → Show HN / Reddit / Product Hunt launch → 6-month growth loop. README rules,…

Audit a game feature, flow, event, onboarding step, progression action, monetization surface, retention mechanic, or social prompt using the Fogg Behavior Model: Motivation, Ability, Prompt. Use when…

Verification + citation workflow. Use whenever the user asks you to look up information, mentions latest/today/real-time, requests news/weather/prices/scores, or whenever you plan to reference…

Use when fact-checking a single wiki page against its cited sources — verifies that every footnote actually supports its claim and surfaces uncited factual claims. Run after ingesting a high-stakes…

法宝超链增强，用于把法律文书、答复、备忘或研究材料中的法规、案例引用转成可追溯链接。Use when：用户已经有现成文本，希望增强可点击、可追溯的交付版本。NOT for：检索新法规、检索新案例、法条精确查询、法条引用核验。要求链接与引用实体必须来自当次工具返回，不得手工拼接伪链接。

End-stage QA for a finished figure and table set (callouts, numbering, cross-references, text-to-exhibit consistency, captions and notes, accessibility, SI and replication linkage). Use when preparing…

Запуск нескольких субагентов параллельно с автоматической сборкой результатов в единый отчёт. Используй для независимых задач которые можно выполнить одновременно. Триггеры: 'параллельно', 'несколько…

向现有调研outline补充items（调研对象）。

성경 본문 한 단위(절·단락·장)를 입력받아 7가지 핵심 분석법(원문 언어·구조·평행 본문·키아스무스·신학·문학·역사문화)을 자동으로 동시 산출하고, 추가 10가지 분석법(문맥적 배경·수사학·사회정치·심리·해석사·신비·묵상·페미니스트·윤리·포스트콜로니얼)을 메뉴로 제시하는 다각도 통합 본문 분석 스킬. 분석 과정에서 한국 강단에 흔한 가짜 어원·풍유적…

Discovers, enriches, and scores local businesses in any neighborhood using Nimble Web Search Agents (WSAs) and web data. Returns a structured, ranked list with confidence scores, reviews, social…

De-AI-ifies and tightens academic prose without changing any technical claim. Use when a researcher says "this sounds like ChatGPT / AI-written", "humanize my paper", "remove the AI words", "too many…

Guides AI-assisted research across three sub-flows, Vibe Coding, Vibe Figure, and Vibe Writing, with behavioural rules that keep the user in charge of academic judgment while delegating mechanical…

Rewrite + optimize an existing published article. 6-phase workflow (Audit → Research → Chart Gen → Content Rewrite → Verification → Summary). Preserves author voice while applying 6 pillars —…

Auto-generated skill for perplexity tools via OneKey Gateway.