USE FOR: running the 5-role synthesis engine (Α-S Scanner / Β-S Clusterer / Γ-S Distiller / Δ-S Verifier / Ε-S Publisher) — Scan-Cluster-Distill-Verify-Publish (SYNTHESIZE) loop,…
Systematic methodology for gathering, analyzing, and synthesizing research from multiple sources into coherent insights and actionable knowledge.
Synthesize research findings from memory into structured reports with evidence grading, contradiction resolution, and actionable recommendations
Synthesizes research outputs from parallel researcher agents into SUMMARY.md. Spawned by /gsd:new-project after 4 researcher agents complete.
Araştırma bulgularını özetleme, insight çıkarma ve actionable recommendations oluşturma rehberi.
Run reproducible research: freeze a pre-registration of question, hypotheses, falsifiers, and stopping rules, run labeled confirmatory and exploratory experiments, then bind every…
Author a Quarto reveal.js deck for an academic research presentation: conference talk, seminar, job talk, brown bag, workshop.
Research Tanstack Query (React Query) patterns for server state management using Exa code search and Ref documentation
Deep research on a topic, creating persistent documentation for future reference. Use for technology decisions, competitive analysis, or complex topics.
Autonomous multi-source research agent group. Given an unknown bug or technology topic, research-team spawns parallel sub-agents to search StackOverflow, GitHub Issues, official…
Use before or while designing when you need to understand users — their goals, context, mental models, and real behavior.
Apply research-through-design (RtD) methodology to investigate wellbeing in design contexts. Use when conducting user research, creating prototypes for understanding user needs,…
Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable. — from majiayu000/claude-skill-registry
Researches infrastructure best practices and generates deployment-ready configurations, Terraform modules, Dockerfiles, and CI/CD pipelines.
주제를 심층 리서치하여 Notion 페이지로 생성. AI/일반 기술/제품/트렌드/비교 분석에 적합. 업무 기술(Spring, Kafka 등)은 master-guide 스킬로 안내. Use when user says 'research and write to notion', '분석해서 노션에 정리', URL +…
Use when turning raw research (interview notes, support tickets, sales call logs, analytics, survey responses) into a small set of validated customer pains, before any IA, journey…
Umbrella, fully self-contained workflow that takes a research idea all the way to a submission-ready manuscript, depending on NO other skill.
Render a finished manuscript into submission formats — LaTeX (.tex), Word (.docx), and optionally PDF — depending on no other skill.
Build a trustworthy literature library with NO dependency on any other skill: search five literature databases (OpenAlex, Europe PMC, PubMed, Semantic Scholar, CrossRef), verify…
Reduce the AI-detection signature of academic prose and make it read like careful human writing, with no dependency on any other skill.
Decide the direction of a paper BEFORE searching or writing, by researching the field first and then discussing with the user one question at a time.
Draft and revise an academic manuscript end to end in either of two modes — Build From Materials or Rewrite Existing — across scenes journal/论文, conference/会议论文, report/报告,…
Turn a topic or question into a source-backed publication, optionally an editable Xiaohongshu carousel, by composing claim-led research, synthesis, and deterministic visual…
Pinned participatory pipeline — research industry best-practice → write a plan → multi-round dialectic review (loop until it converges) → expand into a tracked project → execute…
AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary - mvanhorn/last30days-skill
Manage autonomous AI research agents with SQLite-based state tracking. Use when spawning long-running research sub-agents, tracking multi-step investigations, coordinating agent…
Analyze current trends in Japanese NLP for a topic. Surveys the existing awesome-japanese-nlp-resources dataset and augments it with up-to-the-minute web research to produce a…
Research-based learning tutor skill. Activated automatically when the user asks to learn, study, or understand any topic.
Research voids (cognitive gaps, unchartable territories). Daily. Outputs research notes for voids articles.
Conduct preliminary research on a topic and generate research outline. For academic research, benchmark research, technology selection, etc. — from majiayu000/claude-skill-registry
Conduct preliminary research on a topic and generate research outline. For academic research, benchmark research, technology selection, etc. — from majiayu000/claude-skill-registry
Conduct thorough research with proper citations and source verification for academic and professional content
Investigate a topic against preserved sources and write a provisional research article under `research/` in a Knowledge Base project (the `knowledge-base` starter pack).
Research the etymology of a word by tracing proto-language roots, identifying cognates across language families, documenting semantic drift with dated attestations, and flagging…
Multi-source research recipe via caveman-mcp — gather URLs/PDFs/PRs in parallel, compress each, synthesize with provenance. Pairs with knowledge-hygiene for conflict detection.
Systematic research workflow orchestrating multi-source research operations for comprehensive domain investigation.
Align research-team outputs across literature review, data analysis, manuscript drafting, and project orchestration.
Research writing conventions for academic and professional contexts. Covers the research process (question formation, literature review, methodology, evidence evaluation),…
Systematic research before planning - gather documentation, security concerns, tech stack analysis, and community insights.
Analyzes codebase, searches documentation, investigates dependencies and architecture patterns
Research Zod validation patterns, schema design, and TypeScript integration using Exa code search and Ref documentation
Research and analyze information from web, docs, and memory. Use when user needs data collection, fact verification, literature review, competitive analysis.
Use when comprehensive literature research is needed, especially when quantitative parameters must be sourced from primary literature with proper citations and context (s — from…
Use when comprehensive literature research is needed, especially when quantitative parameters must be sourced from primary literature with proper citations and context (s — from…
Codebase research procedure for the researcher agent — the investigation method (trace, pattern recognition, constraint discovery) and the compressed research-report output…
Gate on identity questions to the user. Before any "who is X?" (or role / relationship question) reaches the user, exhaust the brain's lookup chain: think → search + page read →…
Track manuscript resubmission deadlines and automatically generate phase-appropriate task breakdowns for academic researchers based on remaining time.
Automated LaTeX citation and numeric claim auditing system for IEEE and academic research papers. Use when analyzing .tex and .bib source files, verifying numerical claims against…
Orchestrator playbook and routing rules for Ringer, the verified-swarm delegation tool (ringer.py). TRIGGER — load BEFORE acting, not after — whenever: you are about to run ANY…
Use when metrics drop or spike unexpectedly - systematically investigates using 4-dimension segmentation (People, Geography, Technology, Time), intrinsic vs extrinsic factors, and…
Specialized research and analysis prompt methodology for Claude. Provides 11 tested approaches (3 identity, 4 reasoning, 4 output) for data analysis, policy research, systematic…
Build airtight Recognition of Prior Learning (RPL) applications that map professional experience to university learning outcomes.
Use when designing or auditing the experimental campaign for an RSS (Robotics: Science and Systems) paper — hypothesis-shaped robot experiments, trial protocols and per-condition…
Interact with R and RStudio environments for scientific research tasks including creating projects, running analyses, managing dependencies, and generating publication-quality…
Use Aut Sci Write to let an agent search scholarly sources, download papers, extract PDF evidence, sync Zotero citations, and produce review or presentation artifacts.
Guide literature review, experiment tracking, evidence records, result reporting, and paper-writing work through a structured research-agent workflow.
Use claude-code-my-workflow when a research task needs a Claude Code workflow for papers, slides, data analysis, or replication packages with specialist-agent review and…
Use Notebook Intelligence to add chat, inline edit, autocomplete, MCP tools, Claude Code mode, and coding-agent launchers directly inside JupyterLab.
Use GPT Researcher to plan, gather, source, and assemble cited web or local research reports through a repeatable agent workflow.
Bind a research profile to a FAROS blueprint and execute an AutoResearch chain from idea generation through experiment scaffolding, paper drafting, and reviewer simulation.