GOD MODE deep research skill. Multi-phase autonomous research loop: query decomposition → multi-source crawling → claim cross-referencing → conflict resolution → structured…
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,…
Use when a researcher asks where to start, which project skill fits the current stage of a study, or in what order literature scoping, source access, vault upkeep, drafting,…
Research and investigate Lightdash API endpoints to understand request/response schemas and behavior.
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 — from…
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.
Scaffold a research-grade experiment that tests whether a Looped / Recurrent-Depth Transformer (RDT) is better than a parameter-matched vanilla transformer at vulnerability…
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.
On-demand deep-dive on a single ticker. Use when the user asks to "research NVDA" or similar.
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.
Produces a Research Brief (deep mode) or Landscape Map (wide mode) document synthesizing findings into actionable recommendations.
Research Next.js 15 patterns, examples, and documentation using Exa code search and Ref documentation
Generate a professional Word document research note
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…
Use when turning a new or existing workspace into a PM-ratifiable Project proposal.
Use when a governed research-state query, package mutation, Scope commit, knowledge registration, run reconciliation, or self-evolve transition is required.
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…
Implement research-related code, parsers, analysis scripts, demos, simulations, or PoC tools after reading relevant research-os wiki context.
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.
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).
Discovery group skill. Designs the evidence-gathering plan based on what access is actually available.
Use when targeting Research Policy or deciding whether an innovation-studies / science-technology-policy manuscript fits this venue.
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…
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 up the…
Turn vague research needs into one precise deep-research prompt with context and output criteria.
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…
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.
Research React 19 patterns, hooks, and best practices using Exa code search and Ref documentation
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…
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…</div>
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