Create, revise, or audit academic figures for CS/AI/ML papers. Two paths: architecture figure prompting (tool-agnostic structured prompts) and data figure code generation…
Generate prompts for AI image tools to produce modern ML/RL paper-style figures matching the aesthetic of recent ICLR/NeurIPS/ICML 2024-2025 publications.
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.
Expert in narrative theory, story structure, character arcs, and literary analysis — grounds advice in established frameworks from Propp to Campbell to modern narratology
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…
Expert in human behavior, personality theory, motivation, and cognitive patterns — builds psychologically credible characters and interactions grounded in clinical and research…
Repair transcript errors, grade disputes, documentation mistakes, prerequisite problems, and integrity-safe academic appeals with clean evidence and escalation.
Run AutoForge as an academic research workflow engine for paper inference, reproduction planning, evidence-pack generation, and long-running research jobs.
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).
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 Academy of Management Journal (AMJ) or deciding whether a management / organizational research manuscript fits this venue.
Use when targeting Academy of Management Review (AMR) or deciding whether a management / organizational research manuscript fits this venue.
Query and browse evaluation results stored in MLflow. Use when the user wants to look up runs by invocation ID, compare metrics across models, fetch artifacts (configs, logs,…
Research a company or person and get actionable sales intel. Works standalone with web search, supercharged when you connect enrichment tools or your CRM.
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 《会计研究》(Accounting Research) — the top accounting journal of the Accounting Society of China.
Use when targeting Accounts of Chemical Research (Acc Chem Res) or deciding whether a chemistry account manuscript fits this ACS venue.
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 when the empirical identification strategy is the bottleneck for a 《会计研究》 (Accounting Research) manuscript — exogenous standard / regulatory changes (event study, DID), PSM,…
Use when writing the contribution and implications section for a 《会计研究》 (Accounting Research) manuscript — articulating both the accounting-theory contribution (role of accounting…
Use when writing or verifying the institutional / accounting-standard / regulatory background for a 《会计研究》 (Accounting Research) manuscript — getting standard clauses, regulatory…
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,…
Use when constructing or auditing accounting measures for 《会计研究》 (Accounting Research) — discretionary accruals (modified Jones), real earnings management (Roychowdhury),…
Use when the mechanism analysis for a 《会计研究》 (Accounting Research) manuscript is missing or mis-specified — the channel must be an information mechanism (reduce information…
Use when responding to 《会计研究》 (Accounting Research) reviewer reports / an R&R — drafting a point-by-point response letter and 修改说明 that addresses accounting-measure construction,…
Use when building the robustness section for a 《会计研究》 (Accounting Research) manuscript — replacing accounting measures with alternatives, adding governance / institutional…
Use when finalizing tables and figures for a 《会计研究》 (Accounting Research) manuscript — keeping the main table lean, reporting coefficients with the right precision, and…
Use when framing or sharpening a topic for 《会计研究》 (Accounting Research) — turning a generic "X affects Y" empirical idea into an accounting contribution anchored in China's…
Use when deciding which acr-* sub-skill to invoke next, or when sequencing manuscript work from fit positioning through rebuttal for 《会计研究》 (Accounting Research).
Use when targeting ACS Catalysis (ACS Catal) or deciding whether a catalysis manuscript fits this primary-research venue spanning heterogeneous, homogeneous, bio-, electro-, and…
Use when targeting ACS Central Science (ACS Cent. Sci.) or deciding whether a chemistry manuscript fits this open-access, broad, high-impact venue for chemistry of central…
Run the 7-step Artificial Critical Thinking pass — Materiality → Hypothesise → Alternatives → Disconfirmers → Audit priors → Severity → Commit-with-marker
Research competitor ads using Meta Ad Library, Google Ads Transparency Center, and TikTok Creative Center. Analyze creative patterns, hooks, offers, and landing pages.
Designs adaptive clinical trials including group-sequential (O'Brien-Fleming, Pocock, Lan-DeMets spending), sample-size re-estimation (blinded Friede-Kieser, unblinded Cu — from…
Self-learning workflow system that tracks what works best for your use cases. Records experiment results, suggests optimizations, creates custom templates, and builds a personal…
Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expressi — from…