Audit, run, or verify experimental evidence for CS/AI/ML papers. Produces Evidence Inventory with evidence_type annotations (newly_run/preexisting_artifact/user_claim) and…
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.
Draft, audit, or minimally revise English- or Chinese-language academic prose to reduce formulaic, vacuous, mechanically repetitive, or process-leaking language while preserving…
Use when working on academic paper LaTeX layout, figure/table float placement, draft-to-template LaTeX generation, existing .tex project layout repair, figures piling up, figures…
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
Multi-source literature search, citation verification, strict independent other-citation audits, article-level citation metric tables, influential citer profiling with…
Prepare, audit, or revise Nature-ready Data Availability statements, data repository plans, dataset citations, and FAIR metadata checklists for manuscripts.
Use when a user needs lawful academic full text, CNKI institutional access, English OA retrieval, publisher API access, institutional browser fallback, or supporting information…
标准化实验日志记录——接收原始材料（图/语音/文字），产出带 YAML frontmatter 的标准日志到 Obsidian vault。需配合飞书 CLI 或手动输入使用。 — from hamzabellouch/agent-skills
Create, revise, audit, and export submission-grade scientific figures for Nature-family and other high-impact venues in Python (matplotlib/seaborn) or R…
Complete automated literature discovery pipeline: multi-source search → six-dimension scoring → fine reading → formatted delivery → archival.
Convert scientific papers, theses, technical reports, source code, figures, inventor notes, or research manuscripts into evidence-grounded Chinese invention patent drafts and…
Build a complete Nature-style Chinese PPTX presentation from a scientific paper, preprint, PDF, article text, figure legends, or reading notes.
Polish, restructure, or translate academic prose into Nature-leaning English using writing-strategy principles, curated Nature/Nature Communications article patterns, and — from…
Draft, audit, or revise Nature-style revision correspondence packages: point-by-point reviewer response letters, rebuttal letters, revision cover letters, LaTeX cover/response…
Simulate a Nature-style reviewer assessment from the referee perspective rather than an author rebuttal.
Draft, restructure, or plan Nature-style manuscript sections and initial-submission materials from author-provided claims, results, figures, notes, or Chinese drafts.
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 — from…
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 -> final — from…
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.
Polish AI- or pipeline-generated technical, biomedical, bioinformatics, WGS/GWAS, omics, and academic Markdown reports into concise, human-readable senior-expert reports.
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 evaluating, designing, drafting, revising, stress-testing, or preparing academic articles, empirical research reports, literature reviews, systematic reviews,…
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.
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 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…
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,…