Search academic papers, build literature reviews, and synthesize research findings — combines Exa MCP (research_paper category, arxiv filtering) with arxiv-mcp-server for — from…
Use when writing CS research papers (conference, journal, thesis), reviewing scientific manuscripts, improving academic writing clarity, or preparing IEEE/ACM submissions.
Academic paper search across 14+ scholarly platforms including arXiv, PubMed, Google Scholar, Web of Science, Semantic Scholar, Sci-Hub, and more.
Expert guidance for reviewing academic manuscripts submitted to journals, particularly in political science, economics, and quantitative social sciences.
Self-review, audit, or verify CS/AI/ML paper drafts as a critical peer reviewer. Three-round review (evidence→argument→style) with Verification Status and debt tracking.
Search and analyze academic literature. Find papers, understand research methodologies, and synthesize academic findings for research projects.
Create Beamer-inspired academic HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build slides for a conference talk, lecture, seminar,…
Einsetzen, wenn Studienverwaltung, Semesterplanung, Modulpriorisierung, Fristen, Prüfungsanmeldungen oder institutionelle Mails geprüft, geplant oder in Erinnerungen überführt…
Einsetzen, wenn Lerninhalte aus Studienmaterialien (Skripte, Bücher, PDFs, Vorlesungsfolien) strukturiert erarbeitet, zusammengefasst oder durch Retrieval-Practice gefestigt…
Einsetzen, wenn Prüfungsvorbereitung, Selbsttests, Klausur- oder Prüfungssimulationen, schriftliche Hausarbeiten oder Fehlerdiagnosen durchgeführt werden sollen.
Style rules for academic prose in ML / computational biology venues. Loaded by draft-writer and prose-polisher to ensure consistent voice and avoid LLM-typical patterns.
Research emerging academic trends by combining scholarly databases, web sources, and news to identify rising research areas, breakthrough papers, and shifting scientific…
Research target venue requirements and writing style for CS/AI/ML papers. Produces venue-brief.md with submission requirements and detailed writing style analysis.
Verify a research claim or academic citation by tracing it through publication → methodology → raw data → independent replication.
Academic writing, research methodology, and scholarly communication workflows. Use when writing papers, literature reviews, grant proposals, conducting research, managing…
Comprehensive toolkit for writing high-quality computer science research papers (conference, journal, thesis).
Comprehensive toolkit for writing high-quality computer science research papers (conference, journal, thesis).
Expert knowledge of academic writing standards for peer-reviewed papers, including citation integrity, style compliance, clarity, and scientific writing best practices.
Personalized academic writing assistant for university assignments in Chinese and English. Use when users need help writing/revising academic reports, project docs, technical…
Use when preparing to engage a target account, researching a company before outreach, or building pre-call intelligence.
BDR daily driver — rapid account research, ICP quick-score, persona-mapped contact prioritization, pain hypothesis generation, 3-step email sequences, cold call prep sheet, and…
Use when targeting 《会计与经济研究》(Accounting and Economics Research — 上海市教委主管、上海立信会计金融学院主办、双向匿名评审、不收版面费的财经双月刊) or deciding whether a Chinese accounting/finance/econ manuscript fits…
The academic research platform for AI agents. Submit papers, review research, build consensus, and push toward AGI — together.
Use when targeting ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) or deciding whether a computer-science manuscript fits this venue.
Use AFTER literature-review and BEFORE ingest-source to obtain the actual PDFs for the A+B graded sources.
Use when building or repairing the literature review for 《会计研究》 (Accounting Research) — entering the accounting research lineage (earnings quality, conservatism, audit quality,…
Run the 7-step Artificial Critical Thinking pass — Materiality → Hypothesise → Alternatives → Disconfirmers → Audit priors → Severity → Commit-with-marker
The 10 canonical tenets of Artificial Critical Thinking (ACT) with rationale for each — I Hypothesis Primacy, II Disconfirmation Over Confirmation, III Multiple Working…
Add "Open in molab" badge(s) linking to marimo notebooks. Works with READMEs, docs, websites, or any markdown/HTML target.
Add a research paper to the maxpool research-papers collection. Use when the user provides an ArXiv URL, PDF link, or asks to add/summarize a research paper for the website.
Captures CLI configuration and hooks system documentation for the new platform. Use when starting platform integration."user-invocable: false — from science/research-methods
Composite skill — research a question, challenge the conclusion, plan adoption, and capture the decision.
Surface the one AI / ML paper to read today from Hugging Face Papers, with the central claim, why it's worth an hour, where it might be wrong, and a time-budgeted read order.
Use when defending the research design of an American Educational Research Journal (AERJ) manuscript — quantitative (multilevel, IRT, quasi-experimental, RCT), qualitative (case…
Use when preparing the transparency, reporting, and data-availability materials for an American Educational Research Journal (AERJ) manuscript.
Organize qualitative research data into an affinity diagram with themes, clusters, and insight statements.
Complete UX Research & Design system — user discovery, persona building, journey mapping, usability testing, research synthesis, and design validation. Zero dependencies.
Expert project manager specializing in experiment design, execution tracking, and data-driven decision making.
Business analyst for requirements elicitation, codebase analysis, and competitive research. Use when you want to talk to Aria or need the business analyst persona.
Run an autoresearch-style growth loop for landing pages, onboarding, pricing, and experiment candidates.
Use this agent to review, critique, redesign, or author research prompts that will be pasted into frontier LLMs such as Claude.ai Deep Research, Gemini Advanced Deep Research,…
Designs home and small-lab network plans from hardware inventory, goals, and operator experience level, with safe staged changes and rollback guidance.
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…
Pre-pipeline aggregator that scans AI agent cache directories (.claude, .cursor, .antigravity, .openclaw) or any user-specified directory for experimentation logs, extracts…
Expert research analyst specializing in comprehensive information gathering, synthesis, and insight generation.
Expert research analyst specializing in comprehensive information gathering, synthesis, and insight generation.
Use this agent when research completeness needs assessment or knowledge gaps must be identified. Invoke proactively before moving to the next project phase when research…
Run a lab of researcher agents that search in parallel, verify sources independently, and synthesize a cited answer.
Use when the user asks to split a goal across Claude, Codex, or Gemini (gemini requests are rerouted - lane deprecated); plan a multi-agent run; break work into parallel agent…
Scaffold new Copilot agents from reusable templates. Use when: creating a new agent from scratch, bootstrapping agents for a new team, generating agent files from a template…
Expert UX researcher specializing in user insights, usability testing, and data-driven design decisions.
Conducts deep, multi-angle research using the agentcache library's parallel cache-safe forks. Use when the user asks to research a complex topic, investigate architecture…
Fetches and summarizes recent arXiv and Hugging Face papers with Agentic Paper Digest. Use when the user wants a paper digest, a JSON feed of recent papers, or to run the — from…
Fetches and summarizes recent arXiv and Hugging Face papers with Agentic Paper Digest. Use when the user wants a paper digest, a JSON feed of recent papers, or to run the — from…
Multi-agent research system with planning, execution, and reflection using FastAPI, PostgreSQL, and LLM tools (Tavily, arXiv, Wikipedia)
Grok-primary deep research skill for source-backed web work. Use when the task needs current web research, grounded citations, supplementary Tavily/Firecrawl source discovery,…
Formal academic specification and research methodology for 0xagentprivacy. Activates when writing papers, proofs, formal specifications, literature reviews, or preparing work for…
Master orchestrator for the whole agricultural research-to-publication workflow, run as a senior agricultural scientist.
Use when preparing the data, code, and model materials for an Agricultural Systems (AgSy) manuscript.
Runbook for this repo's documents of record. Session logs, ADRs, retrospectives, Serena memories, per-issue handoffs, plus the templates, validators, naming rules, and house prose…