Research Methods (Page 15 of 21)

Searches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research documentation saved as new Notion pages.

Use when the user asks a question about a topic, requests research, or when you need to understand something before planning.

Loop 1 of the Three-Loop Integrated Development System. Research-driven requirements analysis with iterative risk mitigation through 5x pre-mortem cycles using multi-agent…

Autonomous research pipeline — topic to structured documents with HTML/PDF output. Proven at HEL (28 docs, 91K words) and OOPS (9 docs, 20K words) scale.

An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair.

Prepare ethics applications, develop informed consent protocols, and navigate institutional review processes for human subjects research

Assists authors in researching topics, verifying facts, and ensuring accuracy in their writing. Particularly useful for historical fiction, non-fiction, science fiction, and any…

Handle web research failures by pivoting to internal knowledge for content generation

Handle web research failures with explicit error recognition and domain-specific fallback strategies

Use when managing the money for an internal R&D program or portfolio — building a multi-period program budget with the F&A (indirect) split, tracking burn rate and runway against…

Research-first development methodology that investigates existing solutions, brainstorms alternatives, and evaluates trade-offs before any implementation begins.

Build knowledge bases that build software — research before code, teach before execute

Synthesize a folder of mixed local files (articles, notes, excerpts) into a structured thematic report with key findings and gaps.

Diseña y ejecuta user research estructurado en 6 bloques (Propósito -> Plan -> Criterios -> Análisis -> Conclusiones -> Next Steps) usando JTBD como lente y Mom Test + Field Study…

Identify research gaps and opportunities from literature review. Use when user says 'find gaps', 'what's missing', 'research opportunities'.

Build the mutual citation graph, find connected components, identify isolated clusters, and optionally search for bridge candidates and file gap issues.

Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, signific — from…

Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, signific — from…

Analyzes research hotspots and recommends literature based on a disease or topic. Use when the user wants to identify current research trends, hot topics, or get literature…

Investigate current challenges, limitations, and proposed solutions in Japanese NLP for a topic. Surveys the existing awesome-japanese-nlp-resources dataset to see what already…

Shared reference for the research-knowledge cluster: the evidence ladder (lightest lane first → escalate on synthesis need), the four provenance tiers every claim carries,…

Route a research or knowledge task to the right skill among 12 specialists — current-web research, neural discovery, multi-source cited synthesis, systematic literature review,…

Run the research corpus lint ruleset to detect structural and referential integrity issues — orphan notes, missing frontmatter, broken references, missing GRADE assessments.

Search and analyze research papers, find related work, summarize key ideas. Use when user says \"find papers\", \"related work\", \"literature review\", \"what does this paper…

Look up current research information using parallel-cli search (primary, fast web search), the Parallel Chat API (deep research), or Perplexity sonar-pro-search (academic paper…

Look up current research information using Perplexity Sonar Pro Search or Sonar Reasoning Pro models through OpenRouter.

Records research provenance as a post-task epilogue, scanning conversation history at the end of a coding or research session to extract decisions, experiments, dead ends, claims,…

Hierarchical information retrieval following strict order: KB first (smart_query/crag_search), then MCP/Context7, then web search, then LLM knowledge as last resort.

Processes research branches from Claude Code Web sessions - merges content, moves docs to docs/research/, and creates GitHub issues.

Best practices for systematic research, source evaluation, and evidence gathering

Research methodology in psychology. Covers experimental design (independent/dependent variables, random assignment, control conditions, between/within-subjects designs), research…

Anti-hallucination protocol for tasks where accuracy matters. Enforces evidence-first reasoning, source-cascade workflow, and explicit "I don't know" over speculation.

Use when targeting 《经济与管理研究》(Research on Economics and Management — 首都经济贸易大学主办的经管交叉月刊, 1980 创刊, 北大核心/CSSCI, 不收费) or deciding whether a Chinese econ/management manuscript fits this…

Use when targeting 《财经问题研究》(Research on Financial and Economic Issues — 辽宁省教育厅主管、东北财经大学主办的经济管理类月刊, 1979 创刊, CN 21-1096/F, 双向匿名审稿, 不收任何费用, 在线投稿 cjwt.cbpt.cnki.net) or deciding…

中文优先：用于研究运维相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Evidence-first current-state research workflow for ECC.

Use when planning, funding, scoping, or synthesizing enterprise research across workstreams — clinical study design, R&D program finance, market sizing/surveys, or product/user…

Parallel research agent orchestration dispatching 5-10 concurrent agents for comprehensive multi-source research with synthesis and validation.

研究总编排入口：为新方向启动、已有报告增量扩展、专题深挖、概念边界辨析、概念注册表同步、survey 到技术方案转换、repo 页面维护、机构路线图拆解、critical thinking 报告、methodology/样本流深挖与主稿成熟化合并选择合适的中文研究工作流，并串联…

Bootstrap a structured research project on any topic — generate an initial items list and research-field schema from model knowledge, supplement with up-to-date web search, then…

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.

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.

Create refined user personas from research data — 3 personas with JTBD, pains, gains, and unexpected insights.

Full research pipeline: Workflow 1 (idea discovery) \u2192 implementation \u2192 Workflow 2 (auto review loop).

Discovery group skill. Designs the evidence-gathering plan based on what access is actually available.

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…

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…

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.

กำหนด RQ ที่ดี testable + relevant | สำหรับ นักศึกษา. Triggers when user says (Thai/EN): 'research question', 'คำถามวิจัย

Find research directions, labs, and mentors worth chasing by getting specific about problem, proof of interest, and the first room to enter.

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 proposal…

Run a deep research dive on any topic and either produce a polished Quarto HTML report (official mode — files written to research//