Use the standard quick, normal, deep-dive, and adversarial report formats for worker briefs and final synthesis.
Build and maintain a research repository that makes findings findable, reusable, and cumulative across the organization.
Use when registering predefined compute resources, probing short-term availability, choosing placement, allocating capacity, or releasing an allocation.
Get a deep critical review of research from Claude via claude-review MCP. Use when user says \"review my research\", \"help me review\", \"get external review\", or wants critical…
蒙多科研辩证思维引擎 — 将顶级期刊(Nature/Science/Cell)级别的科研严谨性注入蒙多的每一个任务。 核心方法论：盲假设协议 + 证据质量Rubric + 跨模型对审 + 观察生命周期 + 校准反馈循环。 适用场景：论文写作、实验设计、数据分析、方案论证、技术选型、架构评审、任何需要严谨推理的任务。…
Use when automating research session rituals in Claude Code with hooks, such as session-start context injection, daily research logging, session-end persistence, or pre-commit…
Route broad or ambiguous life-sciences research requests to the right skills, normalize core entities, optionally parallelize independent evidence gathering with subagent — from…
Use when the user invokes /research-run or asks to execute, continue, monitor, verify, or finish an existing research package.
Deep Research を完全自動実行するスキル。ネイティブ `/deep-research`（クラウド環境でも直接実行可能・Opus orchestrator）を主エンジン、Gemini Deep Research Max を第2、DIY（Sonnet 4.6 +…
Use when defining or revising governed Project, Direction, or Experiment intent.
Поиск научных статей, экспериментов и неочевидных данных по теме проекта. 3 угла: фундаментальные (высокоцитируемые), свежие (< 2 лет), неочевидные (counterintuitive).
Fast research sweep — arxiv, semantic scholar, github, web. Finds papers, scores relevance, extracts actionable insights, stores to wiki.
Use when user says "research", "리서치", "조사해줘", "wiki에서 찾아", "연구해줘", or wants to ask questions against their knowledge base and have answers automatically filed back.
Setup wizard for the research pipeline. Detects infrastructure, configures vault, installs optional tools. Run once per vault, re-run to update.
Research software tools via source code, GitHub, web. Use when creating skills, learning new tools, finding undocumented features, or bleeding-edge patterns.
Use when deduplicating overlapping research materials, AI notes, excerpts, transcripts, and source packs.
When the user wants to find information sources for content ideation, competitor monitoring, or industry tracking.
Recherchefahrplan für eine Rechtsfrage — einschlägige Normen, Rechtsprechungsbereiche, Kommentarliteratur, Suchbegriffe für juris/beck-online/dejure.
Research roadmap for a legal issue — statutes to check, case law areas to investigate, regulatory frameworks, Westlaw search terms.
Research roadmap for a legal issue — statutory starting points, case law areas, agency guidance, secondary sources (NCLC, Shriver Center, practice manuals), search terms for free…
Research file storage conventions and templates for dokhak agents. Use when: (1) saving research results from research-collector or researcher agents, (2) reading cached research…
Structured research summarization agent skill for non-dev users. Handles academic papers, web articles, reports, and documentation.
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
Araştırma bulgularını özetleme, insight çıkarma ve actionable recommendations oluşturma rehberi.
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.
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,…
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 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.
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),…
Track manuscript resubmission deadlines and automatically generate phase-appropriate task breakdowns for academic researchers based on remaining time.
Specialized research and analysis prompt methodology for Claude. Provides 11 tested approaches (3 identity, 4 reasoning, 4 output) for data analysis, policy research, systematic…
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.
Design and run chaos experiments using Litmus or Chaos Mesh. Test system resilience via controlled fault injection, validate hypothesis-driven tests, improve failure recovery.
Use Open Deep Research when an agent should run a configurable research job that searches, compresses, synthesizes, and writes a cited report across multiple model and search…
Use Academic Research Skills to guide Claude Code through research planning, literature review, drafting, review, revision, citation checks, and publication preparation.
Use Local Deep Research to run private agentic research passes across web, academic, and local document sources with citations and an encrypted knowledge base.
Use DeerFlow to orchestrate subagents, memory, sandboxes, tools, and skills for supervised research, coding, and creation tasks that take minutes to hours.