This skill should be used when performing web research beyond a simple single search -- looking into topics, comparing options, investigating questions, finding recommendations,…
Autonomous skill generator that learns new technologies from the web. Use when, users want to learn about a new library/framework/tool, need to create a skill for an unfamiliar…
Turn an investment agent into a supply-chain bottleneck hunter. Use this skill for source-backed investment research, live market/theme scans, AI/semi/technology value-chain…
This skill analyses user session recordings and usability tests to identify research-backed design insights.
Statistical analysis of trading sessions — London, New York, Tokyo, and their overlaps. Use this skill whenever the user asks about "best time to trade", "session analysis",…
Designs complete single-cell research plans from a user-provided biomedical direction. Always use this skill whenever a user wants to design, scope, or structure a single — from…
MANDATORY META-SKILL: Governs how the AI agent interacts with ALL other skills. Enforces disciplined skill reading, smart selection, complete execution, speed, and quality.
Decision criteria for when to extract content into skills vs keep inline, and when to amplify terse instructions via research.
Search the web for real-time information using the Skywork web search API. Use this skill whenever the user needs up-to-date information from the internet — for example,…
Deep multi-round PR code review for the slax-reader-client Kotlin Multiplatform Compose project. Runs visible-quality triage (performance, idiomaticity, elegance), researches…
This skill should be used when the user asks to "spawn an agent team", "run agents in parallel", "multi-agent review", "build an agent team", "fan out work to agents", or asks for…
Research and shortlist target speakers for B2B marketing events — webinars, fireside chats, customer panels, podcast guests, virtual summits, conference sessions, and roadshow…
Research devcontainer spec, official CLI, and VS Code extension behavior before making design decisions.
Spec-driven development orchestrator that turns vague, top-of-mind feature requests into production-grade specifications before any code is written.
Apply causal inference methods — counterfactual framework, instrumental variables, propensity score matching, and difference-in-differences — to estimate causal effects from…
Conduct Exploratory Data Analysis (EDA) using descriptive statistics, visualizations, and data quality checks.
Conduct statistical hypothesis testing including null/alternative hypothesis formulation, p-values, Type I/II errors, and test statistic selection.
Sample-size and statistical power calculations for planning studies. Use whenever someone asks "how many subjects/samples/replicates do I need", wants an a priori power analysis,…
Comprehensive stock market analysis skill covering A-share (China), Hong Kong, and US equities. Priority use cases: stock analysis and buy/sell/hold recommendations by ticker…
Refines broad, vague, or aspirational biomedical research objectives into clear, bounded, measurable, executable, and downstream-ready study objective statements.
Research an affiliate program and create a verified listing for openaffiliate.dev. Use this skill when the user asks anything about listing a program, adding an affiliate program…
Summarize an academic research paper for an intelligent non-specialist audience and save the summary as a Markdown or PDF file.
This skill should be used when the user asks to "swap tokens", "trade ETH for USDC", "exchange tokens on Uniswap", "buy tokens", "sell tokens", "convert ETH to stablecoins", "find…
Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations algebraically, performing…
Implement Syncfusion Blazor Chart (SfChart) component for comprehensive data visualization. Use this when creating line charts, bar/column charts, area charts, financial charts,…
Replace real PII in a dataset with realistic synthetic equivalents while preserving row counts, column types, and statistical distributions.
Use this skill when the user wants a systematic literature review, survey, or synthesis across multiple academic papers on a topic.
Comprehensive guide for writing systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides paragraph-level structural blueprints, writing patterns, venue-specific…
Conduct comprehensive AI-powered research with citations via the Tavily CLI. Use this skill when the user wants deep research, a detailed report, a comparison, market analysis,…
This skill should be used when the user wants to "search tax regulations", "find latest tax laws", "look up tax policies", "check tax rates", "research tax compliance…
Generate professional company tear sheets using S&P Capital IQ data via the Kensho LLM-ready API MCP server.
This skill should be used when the user asks to "기술 의사결정", "뭐 쓸지 고민", "A vs B", "비교 분석", "라이브러리 선택", "아키텍처 결정", "어떤 걸 써야 할지", "트레이드오프", "기술 선택", "구현 방식 고민", or needs deep analysis…
CLI tool for compiling LaTeX documents to PDF without TeX Live, MiKTeX, or any external LaTeX distribution.
This skill should be used when the user asks to "use the oracle" or "ask the oracle" for deep research, analysis, or architectural questions.
Use whenever the user mentions "báo cáo", "đồ án", "đồ án tốt nghiệp", "chương 1/2/3/4/5", "phần mở đầu", "kết luận", "lời cảm ơn", "lời cam đoan", "mục lục", "danh mục…
Use this skill when the user asks to "think-big", think big, explore possible futures, map strategic possibilities, synthesize signals, generate scenarios, find second-order…
Use when the user asks to draw, refactor, extract, compile, or review a TikZ/PGF figure, especially structural diagrams such as flowcharts, DAGs, trees, commutative diagrams,…
Use this skill when working with scientific research tools and workflows across bioinformatics, cheminformatics, genomics, structural biology, proteomics, and drug discovery.
Rapidly maps the evidence landscape around a medical topic by organizing major research streams, target populations, endpoints, methods, evidence density, and thin areas.
This skill should be used when creating session handoffs, logging research findings, or reading previous trail notes.
Designs studies for predicting treatment response or resistance in biomedical and clinical research. Always use this skill when the user needs a treatment-response or resistance…
Extract structured metadata from clinical trial Protocol and Statistical Analysis Plan (SAP) documents into a standardized JSON format.
Call this SKILL when the user asks about tech conferences, industry summits, product launches, or exhibition information.
Generates complete tumor immune-infiltration-guided bulk-transcriptome diagnostic biomarker and machine-learning research designs from a user-provided cancer type and stu — from…
Researches UI/UX best practices and design inspiration for a specific feature or product and produces a structured design brief (Markdown document + downloaded reference…
Default web reading, AI search, and deep research tools. Use this skill for all web-related tasks including reading webpage content, searching the web, and conducting deep…
Extracts concrete unmet clinical needs from guidelines, reviews, real-world studies, and clinical-practice evidence.
Upgrade a single eRegistrations instance under `Conf-/compose//docker-stack.yml` from 2.13 to 2.14, where `` is one of dev/test/preview/prelive/live.
This skill should be used when the user needs structured research and ranking of US academic programs (PhD, Master
Use this skill when the user wants to build a personalized AI configuration through structured self-interview rather than copying templates.
Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM.
Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM.
Expert vehicle designer combining industrial design rigor with entertainment artistry. This skill embodies the methodologies of Scott Robertson's "How to Draw" precision, Syd…
Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), acade — from…
Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), acade — from…
Adversarial review protocol applied across three domains: external research that informs decisions (research domain — ADR-008), production implementations whose behaviour matters…
Use this skill for requests related to web research; it provides a structured approach to conducting comprehensive web research
Use whenever you need to search the web, look something up, find current information, check the latest version of a library, research a topic, fetch documentation, get recent…
This skill enhances Claude's ability to conduct web research and translate findings into actionable GitHub issues.
This skill initializes a cogni-website project by discovering content sources from cogni-portfolio, cogni-marketing, cogni-trends, and cogni-research, selecting a theme, and…