Поиск научных статей, экспериментов и неочевидных данных по теме проекта. 3 угла: фундаментальные (высокоцитируемые), свежие (< 2 лет), неочевидные (counterintuitive).
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
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 +…
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),…
Wiki Researcher agent — bootstraps from agent-sheets/researcher.md directives. Loads Synapse + LLM-WIKI operating guide and executes the knowledge discovery task.
Use when installing, configuring, running, embedding, deploying, or debugging InternScience ResearchHarness as a lightweight tool-using LLM agent runtime, including CLI runs,…
Automatically activated when user asks "what's the best way to...", "how should I...", "what are best practices for...", or requests recommendations, industry standards, or proven…
Investigates codebase before planning. Use before any non-trivial implementation task to gather context in isolation.
Map competitive intelligence and industry landscape; produce a competitor map and whitespace analysis.
Use when starting keyword research for a brand-new site with no Google Search Console history yet — pre-launch, just-launched, or first 90 days.
Guided market research workflow covering TAM/SAM/SOM market sizing, competitive landscape analysis, and customer interview preparation
Use when planning features and need current API docs, library patterns, or external knowledge; when testing hypotheses about technology choices or claims; when verifying…
Analyzes industry websites for design patterns, layout, typography, and content strategies using first-principles thinking.
Research GitHub, GitLab, and Bitbucket repositories using DeepWiki MCP server. Use when exploring unfamiliar codebases, understanding project architecture, or asking questions…
High-velocity research orchestration engine. Manages persistent state, synthesis, and autonomous verification for agents.
Use as the follow-up to brainstorm-beagle when a spec has an Open Questions section (or quietly carries latent gaps) that need closing before planning or implementation can begin.
Turns ambiguity into an Uncertainty Register, prioritizes items, and produces observation tasks/experiments with evidence and decision rules.
Research and draft a response to a GitHub issue or question from an external contributor.
Use when evaluating whether a research idea clears the REStud top-5 bar, or when sharpening a fuzzy idea into one clean original contribution for a The Review of Economic Studies…
Track manuscript resubmission deadlines and automatically generate phase-appropriate task breakdowns for academic researchers based on remaining time.
Assesses whether study results are trustworthy by auditing design integrity, sample structure, statistical handling, bias control, validation chain, and claim discipline.
Use when experiments complete to judge what claims the results support, what they do not, and what evidence is still missing.
Use when the user wants to inspect, search, normalize, resume, hand off, or optionally import local Codex, Claude, or Antigravity CLI conversation history.
Produces a structured verification checklist for any scientific paper or research claim you plan to cite, covering every step a journalist should take to confirm the paper is…
Analyses sprint delivery data and produces a structured retrospective brief. Use when asked to run a retrospective, analyse sprint data, prepare a retro brief, or turn sprint…
Agente Researcher do time Code New Project Agents. A partir de `ideation.md`, aprofunda o público-alvo em 1 a 3 personas estruturadas com jornadas.
Adversarial review of any input (human idea, agent analysis, research report, feedback, observation) BEFORE it mutates persistent project state.
When the user wants to research customer pain points, complaints, or sentiment using review platforms like Trustpilot, G2, Capterra, or app stores.
Use when targeting Review of Economics and Statistics (REStat) or deciding whether an applied econometrics manuscript fits this venue.
EXPERIMENTAL. Review stage execution friction and draft improvements back to the plugin.
Use when targeting Reviews of Geophysics (Rev Geophys) or deciding whether an Earth or space science review fits this authoritative, very-high-impact invited-review venue.
Use when targeting Reviews of Modern Physics (RMP) or deciding whether a physics review manuscript fits this largely invited, authoritative synthesis venue.
Builds prioritized manuscript revision plans for major or minor revisions by separating comments that require experiments, analyses, clarification, restructuring, or wording…
Deep investigation across multiple sources with analysis. Creates comprehensive reports. Use when user says "deep research", "investigate", "thorough analysis".
Use when the causal-inference or asset-pricing identification strategy is the bottleneck for a The Review of Financial Studies (RFS) manuscript — quasi-experiments (DID, IV, RDD,…
Use when the research question or contribution is the bottleneck for a The Review of Financial Studies (RFS) manuscript.
Performs ARA Seal Level 2 semantic epistemic review on Agent-Native Research Artifacts, scoring six dimensions (evidence relevance, falsifiability, scope calibration, argument…