Research & Search

theneoai Bundle

Research Project Manager

theneoai Bundle

Expert academic translator with 15+ years experience in scientific paper translation, language editing, and publication preparation

theneoai Bundle

Senior animal experiment technician with 10+ years experience in rodent and small animal research. Expert in surgical procedures, handling/restraint, drug administration, and IACUC compliance. Specializes in

theneoai Bundle

Expert-level Graduate Supervisor with deep knowledge of doctoral mentoring, thesis supervision, research methodology guidance, and academic career development

theneoai Bundle

Expert museum curator specializing in collection stewardship, exhibition development, research, and public engagement. Use when developing exhibitions, managing collections, conducting provenance research, or designing educational programs. Covers art, history, science, and cultural heritage museums.

theneoai Bundle

Expert technology transfer manager specializing in patent portfolio management, technology commercialization, industry partnerships, and intellectual property licensing

fridrichmethod Bundle

Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis. Use when organizing research materials into notebooks, ingesting diverse content sources (PDFs, videos, audio, web pages, Office documents), generating AI-powered notes and summaries, creating multi-speaker podcasts from research, chatting with documents using context-aware AI, searching across materials with full-text and vector search, or running custom content transformations. Supports 16+ AI providers including OpenAI, Anthropic, Google, Ollama, Groq, and Mistral with complete data privacy through self-hosting.

fridrichmethod Bundle

Semantic search across UK Biobank's 12,000+ data fields and publications — find the right variables for your research question.

fridrichmethod Bundle

Runs JACKS (Joint Analysis of CRISPR/Cas9 Knockout Screens; Allen et al 2019 Genome Research) which models per-sgRNA log-fold-change as the product of a treatment-dependent gene-essentiality term and a treatment-independent guide-efficacy term. Covers the Bayesian decomposition math, the hierarchical efficacy prior shared across screens performed with the same library, when JACKS outperforms MAGeCK (multi-screen joint analysis, libraries with broad efficacy variance) and when it does not (single screen, novel libraries with no prior efficacy), library-reuse efficacy transfer, downstream essentiality interpretation, and the 2.5x sample-size reduction enabled by efficacy-aware testing. Use when running multiple screens with the same library, when guide-level noise is suspected to dominate per-gene signal, when reusing published essentiality reference screens for efficacy priors, or when comparing screens performed across cell lines that share library but differ biologically.

fridrichmethod Bundle

Process many sequence files in batch (count, merge, split, convert, summarize) with memory-safe streaming and on-disk indexing using Biopython, pysam, or pyfastx. Use when iterating over a directory of FASTA/FASTQ files, merging or splitting datasets, building random access across many or huge files, or automating per-file operations without exhausting RAM.

theneoai Bundle

OpenAI Researcher: AGI-focused research methodology, scaling laws (Kaplan et al.), RLHF/Constitutional AI, iterative deployment, safety-first research culture. Triggers: OpenAI research, AGI development, GPT architecture, RLHF training, scaling laws.

theneoai Bundle

Research Integrity Officer

theneoai Bundle

Clinical Research Associate (CRA)

theneoai Bundle

Expert-level Clinical Research Coordinator with 10+ years of experience in multi-phase clinical trials, IRB/ethics committee submissions, patient recruitment strategies, and FDA/EMA/PMDA regulatory compliance

fridrichmethod Bundle

Calculates tumor mutational burden from WES/WGS/panel data with Friends of Cancer Research harmonization equations, per-assay calibration (FDA 10/Mb = 7.8 TSO500 = 8.4 OncomineTML), synonymous/indel/germline filtering, hypermutator tiering, blood TMB, and integration with HLA-LOH and neoantigen quality (Luksza 2017 fitness). Use when assessing ICI eligibility under tumor-specific cutoffs (McGrail 2021), comparing tissue vs bTMB, or auditing TMB-H reporting against ESMO 2024 and FDA pembrolizumab pan-tumor 2020.

fridrichmethod Skill

Structured ideation methods: SCAMPER, Six Thinking Hats, Morphological Analysis, TRIZ, Biomimicry, plus more. Decision framework for picking methods by challenge type (stuck, improving, systematic exploration, contradiction). Use when generating research ideas or exploring interdisciplinary connections.

fridrichmethod Skill

Semantic Similarity Index for disease research literature using PubMedBERT embeddings

fridrichmethod Skill

Conducting systematic, scoping, and narrative literature reviews. Covers PRISMA/PRISMA-ScR protocols, search strategy (Boolean, MeSH), database selection (PubMed, Scopus, Web of Science, Embase), screening, data extraction, evidence synthesis (narrative, meta-analysis, thematic), and reporting. Use when planning or executing a formal literature review.

fridrichmethod Bundle

Create, analyze, and visualize complex networks and graphs in Python with NetworkX. Use when working with network/graph data structures, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks (random, scale-free, small-world), reading/writing graph file formats, or drawing network topologies. Common applications include social, biological, transportation, and citation networks.

fridrichmethod Bundle

Web toolkit powered by Exa, tuned for scientific and technical content. Use this skill when the user needs to search the web or fetch/extract URL content. Covers: web search (semantic lookups, research, current info — with optional research-paper category and academic domain filtering) and URL extraction (fetching pages, articles, academic PDFs in batch). Use this skill for web-related tasks when the user wants high-quality search or scholarly filtering via category=research paper. Triggers on requests to search, look up, fetch a page, or extract an article.

fridrichmethod Bundle

Create professional infographics using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3.6 Flash for quality review. Integrates research-lookup and web search for accurate data. Supports 10 infographic types, 8 industry styles, and colorblind-safe palettes.

paulasilvatech Skill

Analyze a Git repository and create two archaeology deliverables: REPOSITORY_SUMMARY.md with technical architecture and THE_STORY_OF_THIS_REPO.md with a narrative from commit history. Use when asked to summarize a repo, explain its architecture, inspect git history, identify contributors, or tell the story of repository evolution.

paulasilvatech Skill

Research a feature request and produce a structured autonomy plan at plans/{feature-name}/plan.md with commit-sized implementation steps, affected files, branch name, tests, and clarification markers. Use when asked to plan a feature, prepare structured autonomy implementation, or create a PR-sized development plan without writing code.

paulasilvatech Bundle

Analyze git diffs, staged changes, or plain change descriptions and generate narrative Conventional Commits messages that explain why the change matters. Use when asked to "write a commit message", "generate a commit", "describe my changes", "what should I commit this as", "commit this", "summarize my diff", or "help me commit".

tryboy869 Bundle

Conducts multi-turn iterative deep research on specific topics within a codebase with zero tolerance for shallow analysis. Use when the user wants an in-depth investigation, needs to understand how something works across multiple files, or asks for comprehensive analysis of a specific system or pattern.

jantoniofc Skill

Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Systematizes the "search for existing solutions before implementing" approach. Use when starting new features or adding functionality.

aiskillstore Bundle

Delegate noisy investigation to one or more subagents so the orchestrator's context stays clean, then work from the distilled answer. Use this skill whenever answering a question would require reading many files, long logs, large diffs, or wide codebase surveys — i.e. when producing the answer generates far more noise than the answer itself. Use it for "how does X work", "where is Y used", "what's the root cause of Z", "summarize this PR/log" style questions, and reach for it liberally before reading a pile of files inline.

om-scogo Bundle

Create a proto-persona from current research, market signals, and team knowledge. Use when you need a working customer profile before deeper validation.

solizardking Bundle

Use when asked to run deep research or AI-Q research through a reachable NVIDIA AI-Q Blueprint backend.

zhizhunbao-ai-dev-config Bundle

Comprehensive RL learning assistant for coursework and self-study. Use when studying Q-Learning, Policy Gradient, Actor-Critic, MDP, Bellman equations, or any RL concepts. Helps with (1) concept explanation with analogies, (2) code analysis and debugging, (3) homework guidance without direct answers, (4) lab experiment setup and analysis, (5) quiz generation for self-assessment, (6) knowledge summarization and review materials, (7) project planning and implementation advice, (8) research paper reading and comprehension.

dirnbauer Bundle

When the user wants to find, qualify, and build a list of prospects to reach out to — across B2B SaaS, general B2B, or local small businesses. Also use when the user mentions "prospecting," "build a prospect list," "find prospects," "find leads," "lead gen list," "find SaaS companies that," "find B2B companies," "find local businesses," "ICP-fit accounts," "who should we go after," "outbound list," "target account list," "find clients near me," "businesses without websites," "prospect research," or "qualified leads." Use this for the list-building and qualification phase. For writing the outbound copy after the list is built, see cold-email. For deep competitive research on specific accounts, see competitor-profiling.

infrasity-labs Bundle

FLOW framework integration for bloggers. Evidence-led content workflow using the Find, Optimize, Win loop with stage-specific AI prompts from the FLOW knowledge base (30 blog-applicable prompts). Use when user says "FLOW", "FLOW framework", "blog flow", "evidence-led blogging", "find optimize win", or wants stage-specific blog prompts.

infrasity-labs Bundle

Semantic topic cluster planning and automated execution engine for claude-blog. Performs SERP-based keyword research, groups keywords by search intent and SERP overlap, builds a hub-and-spoke cluster architecture, generates an interactive SVG cluster map, and executes the full cluster by orchestrating blog-write calls with shared cluster context and automatic internal-link injection. Fills the strategy-to-execution gap: blog-strategy plans the blueprint, blog-cluster builds the house. Use when user says "blog cluster", "topic cluster", "content cluster", "cluster plan", "cluster execute", "pillar content", "hub and spoke", "content ecosystem", "cluster map".

infrasity-labs Skill

Research what people are actually saying about a topic in the last 30 days across Reddit, X / Twitter, YouTube, Hacker News, dev.to, Medium, and other public discourse platforms. API-free; uses WebSearch with platform-targeted site operators plus recency filters. Produces DISCOURSE.md (a structured brief) and JSON output the writer can consume. Complements blog-researcher (which focuses on authority sources) with a recency-and-engagement lens. Use when user says "blog discourse", "discourse research", "what are people saying about", "research what people are saying", "voice of customer", "social listening", "30-day research", "trend research", "what's the discussion on", "real-time research", "practitioner discourse", "/blog discourse".

sahit-sai Skill

用户研究助手。帮产品团队做用户画像、用户访谈、问卷设计、可用性测试方案。当用户说「帮我做用户研究」「用户画像」「用户访谈」「问卷设计」「可用性测试」「用户调研」「persona」「user interview」「user research」「usability test」「用户需求分析」「用户行为分析」「同理心地图」时触发。关键词：用户研究、用户画像、用户访谈、问卷设计、可用性测试、persona、用户调研、user research、user interview、usability testing、用户旅程、用户行为、需求分析、痛点分析、empathy map、同理心地图、A/B测试、用户反馈、NPS、用户满意度、焦点小组、卡片分类、五秒测试、场景分析、需求挖掘、定性研究、定量研究

vishuwa2004 Skill

Persist tool results once, avoid re-writing duplicates, and summarize via previews so long outputs stay accessible yet capped.