Generates submission-ready Elsevier/SCI Highlights from manuscript text or extracted PDF/DOCX/TXT content.
Use when writing recommendation letters, reference letters, or award nominations for students, postdocs, or colleagues.
Detects content similarity, verifies standardized citations and abbreviations, and flags potential academic integrity risks; use it before submission, during academic writing QA,…
12-agent academic paper writing pipeline. 10 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure).
Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research…
Systematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready manuscript.
End-to-end academic paper drafting for CHI, HBR, journals, and conferences with venue-specific templates, drafting workflows, and revision strategies.
Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific…
Systematic strategic planning framework for philosophy and interdisciplinary academic papers targeting preprint platforms (PhilArchive, arXiv, PhilSci-Archive).
Convert academic PDF papers to GitHub-renderable GFM markdown with math equations. TRIGGERS - PDF, GitHub markdown, math
Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize.
Generates publication-quality figures for ML papers from research context. Given a paper section or description, extracts system components and relationships to generate…
Polish academic prose, de-AI-ify text, control claim strength, or rewrite method sections for CS/AI/ML papers. Executes Prose Quality Gate, Claim Strength Audit, and de-AI pass.
Complete workflow for generating academic research posters from PDF literature; use when you need to extract paper content from PDFs and produce a LaTeX-based poster…
Repair transcript errors, grade disputes, documentation mistakes, prerequisite problems, and integrity-safe academic appeals with clean evidence and escalation.
Search academic papers, build literature reviews, and synthesize research findings — combines Exa MCP (research_paper category, arxiv filtering) with arxiv-mcp-server for paper…
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.
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).
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 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…
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 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
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.
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.
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.
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.
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…
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…
Use when preparing the data, code, and model materials for an Agricultural Systems (AgSy) manuscript.
Detect AI/LLM-generated text patterns in research writing. Use when: (1) Reviewing manuscript drafts before submission, (2) Pre-commit validation of documentation, (3) Quality…
Shared collaboration protocol, modes, and prompt templates for AI collab skills. Consumed by gemini-collab, codex-collab, and ultra-verify as a shared foundation.
Surface concrete in-task-collaboration protocols when the user describes an AI workflow informally — URL-as-entity-reference, durable PR-comment threads as session memory, "fit…
Навык запуска и сопровождения workflow bundle project-analyse (ADR-015) в системе AI-KOD: установка bundle из git/локального пути, запуск (project-analyse)/research-structure и…
Use when analyzing stakeholder psychology for negotiations, proposals, or persuasion. Creates research-backed personas revealing hidden motivations.
Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search, Exa Search, Exa Answer, Claude, GPT-4, Gemini via OpenRouter.
Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search, Exa Search, Exa Answer, Claude, GPT-4, Gemini via OpenRouter.
Autonomous AI agent that continuously researches, learns, and enhances skills. Self-improving system that discovers new opportunities and updates workflows.
Discover local Brave, Comet/Komet, Chrome, or Edge profiles and run ChatGPT/Gemini research or agent workflows with hidden/headless launch arguments and screenshot-backed E2E…
Deep research and AI workflow orchestration patterns for Octane. Use when working on brand guide generation, market analysis, competitive analysis, content brief, or any…
Scrapes Airbnb for property listings, availability, and pricing for target destinations and date ranges via Playwright.
Use when defending the research design of an American Journal of Political Science (AJPS) manuscript — causal identification for observational work, experimental and…