Download academic papers from open-access sources when the user provides a DOI/arXiv ID or requests a keyword-based paper search, and return the saved PDF path.
Search for research papers and academic content using Exa advanced search. Full filter support including date ranges and text filtering.
Summarises academic papers into methodology, findings, limitations, statistical strength and practical implications.
End-to-end pipeline for writing ML/AI research papers — from experiment design through analysis, drafting, revision, and submission. Covers NeurIPS, ICML, ICLR, ACL, AAAI, COLM.
Research ML techniques, architectures, or papers relevant to the current task and summarize actionable insights.
4-phase research methodology: codebase recon, targeted web search, deep source analysis, and evidence synthesis.
Create refined user personas from research data — 3 personas with JTBD, pains, gains, and unexpected insights.
プロジェクト プロジェクトの Product Discovery スキル。 feature-pilot 進入前に「この機能を作るべきか?」と「どのように作るべきか?」を 業界標準フレームワーク(OST + Double Diamond + Shape Up)で検証する。
Full research pipeline: Workflow 1 (idea discovery) \u2192 implementation \u2192 Workflow 2 (auto review loop).
Use when you need a complete research workflow from initial literature search to polished, fact-checked document.
Full research pipeline: Workflow 1 (idea discovery) \u2192 implementation \u2192 Workflow 2 (auto review loop).
Turn a research interest, live BERDL data, and literature into a detailed, pre-registered RESEARCH_PLAN.md with competing hypotheses, falsification tests, and decision criteria.
Discovery group skill. Designs the evidence-gathering plan based on what access is actually available.
Investigate a question against high-trust primary sources and capture the findings as a cited Markdown file, run as a background subagent so the main session keeps workin — from…
Use when targeting Research Policy or deciding whether an innovation-studies / science-technology-policy manuscript fits this venue.
여러 연구 프로젝트를 한 번에 볼 때 사용. 연구 지도를 판으로 관리하고, 편 사이 경계와 공용 문헌 대장을 유지하고, 투고처와 졸업이나 과제 요건 점수를 계산하고, 결정이 바뀌면 고칠 문서를 찾고, 일일 점검을 한다.
Use when a lawyer or researcher needs the top most-cited or most-relevant cases on a specific legal issue in a specific jurisdiction, including citator status (still good law,…
Turn research findings into presentation outlines with narrative arc, data visualization suggestions, audience adaptation, and slide design guidance.
Research a product from the apartment renovation sale. Identifies the product from photos, finds official URLs, researches market prices on Yad2 and Facebook Marketplace, writes a…
Passive stop-signal for a research project — reads the synthesis matrix and memos by eye and reports whether the corpus has stopped changing the structure (theoretical sa — from…
Build the digest middle layer of a research project — the constructed-column synthesis matrix and analytic memos the pack previously lacked.
Initialize the Research-Aware Engineering Toolkit inside the current repository. Use when a user asks for project-level install, research folder setup, AGENTS.md integration, or…
Start a stateful, multi-week research project — the lifecycle axis, orthogonal to the depth axis the `/research` skill carries.
Synthesize a research project into its typed verdict and a self-contained governance brief. Triggers on project-lifecycle phrasing — \"synthesize the project\", \"write u — from…
Turn vague research needs into one precise deep-research prompt with context and output criteria.
Use when composing factcheck or research prompts — IFCN 원칙 기반 검증 워크플로우와 일반 리서치 템플릿을 담은 레퍼런스의 라우팅 인덱스. 본문 = references/full.md.
Draft a PhD research proposal or research plan aligned to a specific lab's current and future agenda.
Generates a comprehensive research proposal design based on input literature, including hypothesis, mechanism verification, and budget.
Gather facts from the web using evidence-first approach with mandatory citations. Use when researching topics, answering factual questions, or any task requiring web-sourced…
Research the public web without paid SERP keys; cite sources and record adapter gaps.
Audit research corpus for shallow stubs, incomplete sections, missing source files, and doc depth issues.
Search the local research corpus, read matching findings, and synthesize an answer with inline citations to REF-XXX sources. The "query" operation for the research pipeline.
Refine an ambiguous research request into a bounded question, decision target, sub-questions, evidence threshold, and stopping condition.
กำหนด RQ ที่ดี testable + relevant | สำหรับ นักศึกษา. Triggers when user says (Thai/EN): 'research question', 'คำถามวิจัย
AUTO-INVOKE when user mentions research, paper, citation, GRADE, corpus, provenance, literature review, induct paper, induct media, video/audio research, timestamp citations,…
Find research directions, labs, and mentors worth chasing by getting specific about problem, proof of interest, and the first room to enter.
Research React 19 patterns, hooks, and best practices using Exa code search and Ref documentation
Use when a user asks whether a statute is current, whether something has recently changed in a jurisdiction, or whether a previously researched answer has been superseded.
Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review.
Run an end-to-end workflow that chains `research-refine` and `experiment-plan`. Use when the user wants a one-shot pipeline from vague research direction to focused final — from…
Run an end-to-end workflow that chains `research-refine` and `experiment-plan`. Use when the user wants a one-shot pipeline from vague research direction to focused final — from…
Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.5 review.
Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative Gemini review.
Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review.
Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review.
Use when a user needs not the statute itself but the regulatory body's official interpretation — FAQs, guidance notes, policy statements, circulars, and implementing instructions…
Set up a research repository the team actually reuses — the atomic-insight format (finding + evidence + source + date), the tagging that makes old research findable by new…
Run a deep research dive on any topic and either produce a polished Quarto HTML report (official mode — files written to research///) or reply with structured…
Use the standard quick, normal, deep-dive, and adversarial report formats for worker briefs and final synthesis.
Summarize deep research results into markdown report, cover all fields, skip uncertain values. — from majiayu000/claude-skill-registry
Summarize deep research results into markdown report, cover all fields, skip uncertain values. — from majiayu000/claude-skill-registry
Build and maintain a research repository that makes findings findable, reusable, and cumulative across the organization.
Transform rough research questions into executable USACF research prompts. Use when user says "research", "research this", "investigate", "deep dive", "researcher", or pastes a…
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 — from…
Review a completed research artifact for question coverage, evidence quality, citation integrity, uncertainty, and decision usefulness.
Get a deep critical review of research from GPT using a secondary Codex agent. Use when user says \"review my research\", \"help me review\", \"get external review\", or wants…
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 — from…
Get a deep critical review of research from Gemini via gemini-review MCP. Use when user says \"review my research\", \"help me review\", \"get external review\", or wants critical…
Expertise in reviewing technical research for objectivity, evidence, and completeness. Use to ensure the "Documentarian" standard is met.