Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific — from…
Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> final — from…
Sole curriculum decision-maker: re-judges the plan after each taught unit and stamps the next unit in full.
Medical AI paper optimization for AI search engines (Perplexity, ChatGPT web, Elicit, Consensus, SciSpace) and RAG-based literature tools.
Expert in cultural systems, rituals, kinship, belief systems, and ethnographic method — builds culturally coherent societies that feel lived-in rather than invented
Fair comparison methodology, controlling for hardware, citing published baselines, statistical significance in benchmarks.
Citation formatting rules for law review articles using The Bluebook (21st ed.) academic style
Search, verify, and map citations for CS/AI/ML papers. Produces VERIFIED/UNVERIFIED reference lists with Citation-to-Claim maps and Exemplar Sets.
Last-pass polish for academic writing: strip the surface markers that make a paper, abstract or academic blog post read as machine-generated, without flattening the prose or…
學術簡報動畫引擎:以 slides_content.json 統一規格驅動的雙引擎動態簡報產生器。引擎A html-canvas 產出自包含 HTML 簡報+Canvas 粒子特效(particle-burst、drift-field、network-lines,僅限封面/章節頁);引擎B native-pptx 產出原生 PowerPoint…
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th…
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…
台灣商管領域中文論文審查與潤飾。以資深學者觀點優化中文文句、去除 AI 慣用語（值得注意的是、在當今數位時代、綜上所述等）、對齊台灣學術文風（控制股東、盈餘分配權與控制權偏離、TESG 等術語），並嚴格區分『審查意見』與『潤飾後文本』兩區塊輸出。適用領域：家族企業、公司治理、ESG/TESG、TEJ panel 研究的中文稿。觸發詞：中文潤飾、論文潤飾、去…
Generate tiered sentence frames for academic tasks that scaffold language production across proficiency levels.
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.
Draft or revise an academic paper from a reviewed evidence set with a coherent contribution story, explicit section contracts, and claim-evidence alignment.
Adversarially review an academic paper for reject-level defects, material weaknesses, and advisory improvements without silently rewriting it.
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).
Redact author-identifying text from academic PDFs for double-blind peer review anonymization — trigger when preparing manuscripts for blind review, anonymizing submissions, or…
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.
學術研討會海報產生器。把論文或研究摘要轉成可印刷的學術海報:A0/A1 直式橫式、傳統三欄式或 Better Poster 主發現放大式兩種版式哲學、視覺層級(10秒-1分鐘-5分鐘三層閱讀動線)、出血與解析度印刷規格。產出 .pptx 單頁大版面(可直接送印或再編輯),圖表建議與 management-figure 銜接。適用:國內外研討會 poster…
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…
Audit and revise drafted academic legal prose for propositional compression, mechanical sentence rhythm, and AI register, while preserving formal academic voice and OSCOLA…
Expert in human behavior, personality theory, motivation, and cognitive patterns — builds psychologically credible characters and interactions grounded in clinical and research…
Simulates 'Reviewer 2' for ML papers (NeurIPS, ICLR). Critiques methodology, novelty, baselines, and related work.
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 — from…
A tool for rigorous academic research using Semantic Scholar and ArXiv. Focuses on finding highly-cited papers, retrieving abstracts, and following citation trails to und — from…
A tool for rigorous academic research using Semantic Scholar and ArXiv. Focuses on finding highly-cited papers, retrieving abstracts, and following citation trails to und — from…
A tool for rigorous academic research using Semantic Scholar and ArXiv. Focuses on finding highly-cited papers, retrieving abstracts, and following citation trails to und — from…
Use when evaluating, designing, drafting, revising, stress-testing, or preparing academic articles, empirical research reports, literature reviews, systematic reviews,…