Discovers, classifies, and masks repetitive elements and transposable elements with RepeatModeler2 (de novo family library), RepeatMasker (masking against a library), EDT — from…
Collaborator memory recall — restores past collaboration history at session start. Pulls relevant context from all 5 folders of 30_Claude (01_Sessions, 02_Learnings, 04_Plans,…
Use this agent when you need to research a repository's structure, documentation, and patterns -- architecture files, GitHub issues, contribution guidelines, and implementation…
Enforce academic rigor in technical report writing with mandatory structure, justified design decisions, formal IEEE citations, and objective impersonal style.
Use when targeting Reports on Progress in Physics (RoPP) or deciding whether a physics review manuscript fits this IOP authoritative progress-report venue.
Export any bioinformatics analysis as a reproducible bundle with Conda environment, Singularity container definition, and Nextflow pipeline.
ML reproducibility checklist, hardware specs, data versioning, code archival. Use prior to publishing code, sending a paper for review, or finalizing an experiment setup.
用于把 knowledge/experiment-plan/ 的 P4 实验规划转成 req-suite 下一棒 prompt，要求拆 TASK-EXP-* 并绑定 verifier。不用于亲自创建任务文件。
Generate user demand research reports from real user feedback. Scrape and analyze feature requests, complaints, and questions from Reddit, X, GitHub, YouTube, LinkedIn, a — from…
Extracts every outstanding action item from research team email threads — tasks assigned in lab meetings, follow-up analyses requested, methods to investigate, experiments to run,…
Research agent for external documentation, best practices, and library APIs via MCP tools
Design d'agents de recherche autonomes pour collecter, analyser et synthétiser de l'information. Se déclenche avec "research agent", "agent de recherche", "agent web", "w — from…
Optimize the research agent for rate limit handling, API call efficiency, web search integration fixes, and improved streaming UX with granular progress updates and source…
Use this agent when you need comprehensive research across multiple sources with synthesis of findings into actionable insights, trend identification, and detailed reporting.
Comprehensive research and synthesis agent specializing in multi-source information gathering, critical analysis, and integrated knowledge synthesis.
Use when targeting 《研究与发展管理》(R&D Management — 复旦大学主办的研发/创新管理双月刊, 三审三校) or deciding whether a Chinese R&D/innovation-management manuscript fits this venue.
Distill complex topics into layered, actionable summaries. Start with the key insight, layer in detail, end with recommended next action.
Research Apple developer documentation using the local cupertino MCP server. Starts the server, runs queries, then kills the server when done.
Scrape AI research URLs, archive with frontmatter, create GitHub Issues with identity verification. TRIGGERS - scrape research, archive findings, save ChatGPT share, save Gemini…
Preserve LLM research runs across Slack, AutomationMemory, Zotero, and R2. Use for `/learn` runs that collect papers and `/save` requests that ask to store research artifacts.
Search academic papers, find citations, and explore research using Semantic Scholar. Use when user asks about scientific papers, research, citations, or academic topics.
Produces a structured research brief for a reporter starting a new story assignment — covering the key questions to answer, the types of sources to seek, documents to obtain, and…
Curate public-source links, saved notes, newsletters, documentation updates, release notes, market signals, and research snippets into safe daily or weekly briefs with source…
Caches research findings to avoid redundant web searches. Stores best practices by topic with sources and dates. Use before researching to check existing knowledge.
Whenever you do real external research (WebFetch, WebSearch, or Explore-agent fetches of URLs outside the repo), catalog it in docs/research/ before sending the synthesis back to…
Use when verifying claims before decisions, fact-checking statements against sources, conducting due diligence on vendor/competitor assertions, evaluating conflicting evidence,…
Tiefe technische Recherche zu Libraries, Open-Source-Repos, Patterns und Integrationsoptionen die Implementierungsaufwand sparen. Fokus auf kostenlose, battle-tested Loesungen.
B2B company research producing professional PDF reports. Use when asked to research a company, analyze a business, create an account profile, or generate market intelligence from…
Automatically check and update folder-specific AGENTS.md during research. Before investigating a domain, read nearest AGENTS.md for existing context.
research/ 문서를 조회하여 패턴, 규칙, best practice 질문에 답변하고, 코드 조각의 패턴 부합 여부를 빠르게 확인한다. '어떻게 해야 해?', 'best practice가 뭐야?', '이 패턴 맞아?', '어떤 접근이 좋을까?', 'research에서 뭐라고 해?' 등 패턴 질문이나 의사결정 도움…
Research Coordinator v12.0 - Human-Centered Edition (Systematic Review Automation) Context-persistent platform with 24 specialized agents across 9 categories (A-G, I, X).
USE FOR: orchestrating a 5-member Lean 4 research council (Α / Β / Γ / Δ / Ε) — RESEARCH loop (dual to RALPH), Rumsfeld epistemic mapping (known/unknown × known/unknown),…
Systematic research methodology for formulating problems, building evidence-based arguments, and communicating findings in academic contexts.
Critical analysis of research papers evaluating methodology, claims-evidence alignment, and contribution significance.
複数の `.research//` プロジェクトの primary metric を集約し、統計検定込みで cross-project 比較レポートを生成する skill。paired bootstrap (B=10000) や Welch's t、 Cohen's d / Cliff's delta、ranking…
Audit research data management infrastructure -- score FAIR principles compliance (Findable, Accessible, Interoperable, Reusable) across all sub-principles, evaluate data…
Turn messy user research notes, interviews, support tickets, surveys, and product context into an evidence-backed decision room: a single HTML artifact with an evidence ledger,…
Read research outline, launch independent agent for each item for deep research. Disable task output.
Get detailed information about a specific research finding or observation. Use when injected research mentions "[/research-detail ID]" for more sources and context.
Curates a rolling 12-week digest of high-signal papers, working papers, and publications on Org Design, Workforce Planning, and AI impact on the workforce.
Use when the user wants a local research digest from tracked topics or wants to manage tracked research topics.
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.
취미 종류와 학습 방식을 보고 필수·권장·선택 장비를 카테고리별로 정리하고 총 예상 비용을 계산할 때 사용합니다. gear-advisor Agent가 이 매뉴얼을 따릅니다.
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…