Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Orchestrates the end-to-end manuscript workflow from research through review to submission-ready .docx.
Synthesizes market research, interviews, and notes into findings, themes, and recommendations. Use when the user asks to summarize or distill market research.
Use this skill for any work involving a MATLAB Project (.prj file) — creating a new project, tracking files, managing the project path, configuring Simulink cache and…
8つの検索ソース（Tavily/SerpAPI/Brave/NewsAPI/Perplexity/Twitter/DuckDuckGo/WebSearch）を統合した最強リサーチシステム。API版＋MCP版＋組み込み版を完全統合。
Apply structured problem-solving using MECE principle, issue trees, hypothesis-driven approach, and the Pyramid Principle.
When the user needs to gather information from multiple sources including web searches, academic databases (arXiv), PDF documents, and professional profiles.
Use this skill whenever the user wants to configure school/library access, reuse a logged-in Chrome institutional session, search library databases, download legitimate…
Generates complete network toxicology + molecular docking research designs from a user-provided toxicant and disease/phenotype.
Real-time web intelligence powered by Nimble Search API. Perform intelligent web searches with 8 specialized focus modes (general, coding, news, academic, shopping, social, geo,…
Deep technical assistant for projects that combine Neural Quantum States (FFNN and Transformer-based) with Sample-based Quantum Diagonalization (SQD).
Use this skill when the user is discussing daily research work, TODOs, plans, standups, meetings, milestones, or general project progress that should be reflected in Obsidian…
Use this skill to build academic-style .docx output: journal / conference / thesis chapters carrying formal citation style (APA, Chicago, IEEE, MLA), numbered equations, figure &…
This skill should be used as the entry gate for build/create/implement requests. Triggers on "build X", "create Y", "implement Z", "add feature", "try both approaches", " — from…
ALWAYS invoke FIRST on ANY "build/create/implement/add feature" request. This skill WRAPS brainstorming - it decides the approach.
Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works — from…
Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works — from…
This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web), presentation videos (Paper2Video),…
Produce publication-grade figures for scientific papers — reproducible matplotlib/seaborn data figures and original TikZ method/framework/architecture figures, held to a four-axis…
Chinese-user variant of the paper-reader skill. Use this skill whenever a Chinese-speaking user asks about research papers, academic literature, technical concepts from papers,…
Read a research paper end to end and produce a single Heilmeier-style analysis that doubles as both summary and critique.
End-to-end AI-assisted workflow for taking analysis findings and producing a publication-ready manuscript reference document.
Act as a critical scientific paper reviewer. Use this skill whenever the user shares paragraphs, sections, or excerpts from an academic paper and wants feedback on logic, clarity,…
This skill should be used when the user asks to "найди новые статьи", "поищи свежие статьи по моей теме", "scan for new papers", or wants a library-aware arXiv shortlist written…
This skill should be used when user asks to "search for papers", "find research papers", "search arXiv", "search PubMed", "find academic papers", "search IEEE", "search Scopus",…
This skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure", "self-review before submission", or mentions…
Use when testing code, skills, commands, or configs through mental execution — trace logic line-by-line with concrete values to find bugs, logic errors, edge cases, contract…
Verifies whether a scientific or biomedical claim is actually supported by the cited original papers rather than by citation drift, overstatement, selective citation, or…
Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output files.
Create academic and research presentations using the パラグラフテンプレート (paragraph template) — a custom 4:3 slide template with topic-header/message/supporting-content structure.
Generates complete programmed-cell-death (PCD) / regulated-cell-death (RCD) bulk-transcriptome oncology research designs from a user-provided disease and mechanism theme — from…
Structured research-plan-implement workflow for non-trivial tasks. Researches the codebase deeply and writes findings to a persistent file, then produces an annotatable…
Walk a founder or early-stage PM through finding product-market fit on a specific bet. Use when the user is pre-PMF (no validated value hypothesis), has a candidate insight +…
Guide user through defining initial PMF narrative with 6 dimensions, confidence scores, and validation priorities.
This skill should be used when the user asks to "prepare conference presentation", "create presentation slides", "design poster", "make academic poster", "write promotion…
触发：当你提出了方案、假设或判断，需要通过实践验证、试错迭代或复盘升级认知时调用；常见信号包括 experiment、prototype、validate、iterate、feedback loop。 English: Trigger when an idea, hypothesis, or plan must be tested in practice…
This skill should be used when the user asks for a publication-quality scientific figure or table, wants help choosing the right chart for results, needs a paper-ready pubfig or…
Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via the Zotero…
Use this skill whenever the user wants to search, verify, screen, compare, or organize real academic papers and return traceable paper addresses or links, especially for…
User-authored report workflow skill. Use this skill whenever the user is creating, writing, or editing a report, academic assignment, or document.
Use this skill whenever a researcher wants to test, validate, stress-test, or falsify a research idea or hypothesis — especially in AI/ML/deep learning.
Gathers and lists research resources (academic papers, patents, websites, business cases) for specified research domains.
General-purpose web research and evidence synthesis. Decomposes any question into precise sub-questions, searches systematically, evaluates source quality, cross-checks claims…
Iteratively refines a research analysis through multi-specialist critique and quality gates until it reaches publication-ready quality.
Specialist evidence synthesis for medical, public health, and epidemiological questions. Frames questions using PICO/PECO, prioritises systematic reviews, meta-analyses, and…
Package conversation research into a GSD-ready mission package. Produces a three-stage Vision → Research → Mission pipeline as a LaTeX PDF following GSD/NASA SE methodology,…
Review and analyze academic research papers. Use this skill when the user asks to review a paper, analyze a publication, summarize research, critique methodology, extract key…
A structured workflow for AI-assisted development using research, planning, and systematic implementation phases. Users refer to this skill as RPI, rpi or Research Plan Implement.
Evidence synthesis for policy, economics, and social science questions. Integrates quantitative and qualitative evidence, maps major schools of thought and their evidential bases,…
This skill should be used when the user asks to "create issues from research", "turn research into GitHub issues", "create issues from feature spec", "turn plan into issues",…
Adversarially review an academic draft with independent multi-reviewer rounds, depending on no other skill.
Reframe a plan, idea, or decision before the user commits to it. Use when the user asks to rethink, step back, pressure-test, gut-check, decide, right-size, simplify, think bigger…
This skill should be used when the user asks to write, reorganize, polish, or format Chinese master's or doctoral thesis chapters, especially literature reviews, introductions,…
Use this skill whenever the user asks for a graphical abstract, mechanism illustration, study design schematic, concept explainer, scientific cover art, or any non-data academic…
Automated hypothesis generation and testing using large language models. Use this skill when generating scientific hypotheses from datasets, combining literature insights with…
This skill analyses user session recordings and usability tests to identify research-backed design insights.
No Inference / Source-Locked Verification. Forces Claude to answer ONLY from user-provided materials and/or online sources actually accessed — no inference, no assumptions, no…
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…
Enforces Millrace research-loop spec quality for GoalSpec and incident fix_spec artifacts using verifiable requirements, ambiguity bans, and deterministic traceability.
Conduct statistical hypothesis testing including null/alternative hypothesis formulation, p-values, Type I/II errors, and test statistic selection.