科研学术/
共 253 个deep-research
コンテキスト深い研究を実施し、複雑なテーマについての権威ある答えを生成します。複数のソースをキュレート、相互参照、合成してコンテキスト内の完全な画像を構築します。
investor-outreach
Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising. Use when the user wants outreach to angels, VCs, strategic…
qmd
Search personal knowledge bases, notes, docs, and meeting transcripts locally using qmd — a hybrid retrieval engine with BM25, vector search, and LLM reranking. Supports CLI and…
arxiv
Search arXiv papers by keyword, author, category, or ID.
darwinian-evolver
Evolve prompts/regex/SQL/code with Imbue's evolution loop.
duckduckgo-search
Free web search via DuckDuckGo — text, news, images, videos. No API key needed. Prefer the `ddgs` CLI when installed; use the Python DDGS library only after verifying that `ddgs`…
ocr-and-documents
Extract text from PDFs/scans (pymupdf, marker-pdf).
writing-shape
Writing, exploit — shape raw material into an article, paragraph by paragraph.
frontend-design
Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't…
academic-paper-review
Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive…
systematic-literature-review
Use this skill when the user wants a systematic literature review, survey, or synthesis across multiple academic papers on a topic. Also covers annotated bibliographies and…
ultimate-browsing
Escalation skill for blocked or hard-to-reach web access — load it when a normal browse/fetch is blocked (WAF, 403, Cloudflare, JS-only render, login-gated, or a platform a…
daily-gift
Relationship-aware daily gift engine with five-stage creative pipeline — editorial judgment, synthesis, concept generation, visual strategy, and rendering in H5, image, or video
hugging-face-tool-builder
Your purpose is now is to create reusable command line scripts and utilities for using the Hugging Face API, allowing chaining, piping and intermediate processing where helpful.…
multi-agent-brainstorming
Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation.
doc2math
Convert narrative technical documents into grounded Mathematical Problem Specifications with variables, constraints, objectives, and uncertainty.
deterministic-design
Render the UI and prove it's balanced + usable: a deterministic layout audit (centroid / optical-center / pixel-oracle balance via explicit math + annotated screenshot) plus a…
academic-paper-reviewer
Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific…
academic-pipeline
Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize.…
performance-review-writer
Draft performance reviews, self-assessments, peer reviews, and upward feedback in your own voice. Analyzes your contributions, emails, and meeting history via WorkIQ, then…
scientific-critical-thinking
Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE…
scholar-evaluation
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation…
scientific-writing
Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key…
citation-management
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly…
latex-posters
Create professional research posters in LaTeX using beamerposter, tikzposter, or baposter. Support for conference presentations, academic posters, and scientific communication.…
scientific-schematics
Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only regenerates if quality…
scientific-slides
Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense…
exa-search
Web toolkit powered by Exa, tuned for scientific and technical content. Use this skill when the user needs to search the web or fetch/extract URL content. Covers: web search…
paper-lookup
Search 10 academic literature APIs for papers, preprints, citations, and open-access full text, and return results with reproducible provenance. Covers PubMed, PMC (full text)…
parallel-web
Use Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and recurring web monitoring. Best for requests that explicitly need…
nature-academic-search
This skill is split into two layers:
nature-literature-pipeline
A complete, production-tested automated literature pipeline. Not just "search for papers" — it's a structured engine that scores, classifies, reads, delivers, and archives…
nature-reader
Build full-paper Chinese-English side-by-side, figure/table-aware, source-grounded Markdown readers for journal or conference papers from PDF, DOI, arXiv, publisher HTML, or…
nature-reviewer
Use this skill to simulate a Nature-style reviewer assessment package from the referee
ov-add-paper
Load when the user asks to add, import, compile, or ingest a research paper/PDF into OpenViking, especially when they mention ov-add-paper, ARA, claims, evidence, figures…
skill-optimizer
Self-evolving skill optimization via SkillOpt-paper-grounded text-space optimizer.
voice-note-ingest
Ingest a voice note with exact-phrasing preservation (never paraphrased). Routes content to originals/, concepts/, people/, companies/, ideas/, personal/, or voice-notes/ based…
chaos-experiment
Interactive wizard to design and validate a chaos engineering experiment
llm-wiki
Use when building or maintaining a persistent personal knowledge base (second brain) in Obsidian where an LLM incrementally ingests sources, updates entity/concept pages…
research-summarizer
Structured research summarization agent skill for non-dev users. Handles academic papers, web articles, reports, and documentation. Extracts key findings, generates comparative…
slo-design
Interactive wizard to design an SLO with SLI, target, error budget, and burn-rate alerts
wiki-log
Show recent entries from the LLM Wiki log (wiki/log.md). Uses the standardized ## [YYYY-MM-DD] header format so grep + tail works. Usage /wiki-log [--last N] [--op…
hv-analysis
横纵分析法由数字生命卡兹克（Khazix）提出，融合了语言学中的历时-共时分析（Saussure）、社会科学中的纵向-横截面研究设计、商学院案例研究法、以及竞争战略分析的核心思想，形成了一套适用于产品/公司/概念/人物的通用研究框架。核心原则不变：纵向追时间深度，横向追同期广度，最终交汇出判断。
Research
Multi-agent web research with mandatory URL verification, confidence-tagged output, and four depth modes (quick to deep investigation). USE WHEN research, do research, quick…
ArXiv
Search and retrieve arXiv academic papers by topic, category, or paper ID — with AlphaXiv-enriched AI-generated overviews. Uses arXiv Atom API across…
Ideate
Evolutionary ideation engine — loop-controlled multi-cycle idea generation through phases of dreaming, cross-domain stealing, recombination, fitness testing, selection, and…
officecli-academic-paper
Use this skill to build academic-style .docx output: journal / conference / thesis chapters carrying formal citation style (APA, Chicago, IEEE, MLA), numbered equations, figure &…
a-evolve
Apply the Solve → Observe → Evolve → Gate → Reload methodology from
researchclaw
Run the ResearchClaw autonomous research pipeline from a topic, config, and output directory.
systematic-review
Structured methodology for comprehensive literature review following PRISMA guidelines. Use during literature search and screening stages.
arxiv
Search, download, and summarize academic papers from arXiv. Use when user says \"search arxiv\", \"download paper\", \"fetch arxiv\", \"arxiv search\", \"get paper pdf\", or…
comm-lit-review
Communications-domain literature review with Claude-style knowledge-base-first retrieval. Use when the task is about communications, wireless, networking, satellite/NTN, Wi-Fi…
idea-creator
Generate and rank research ideas given a broad direction. Use when user says \"\u627eidea\", \"brainstorm ideas\", \"generate research ideas\", \"what can we work on\", or wants…
idea-discovery
Workflow 1: Full idea discovery pipeline. Orchestrates research-lit \u2192 idea-creator \u2192 novelty-check \u2192 research-review to go from a broad research direction to…
novelty-check
Verify research idea novelty against recent literature. Use when user says \"\u67e5\u65b0\", \"novelty check\", \"\u6709\u6ca1\u6709\u4eba\u505a\u8fc7\", \"check novelty\", or…
openalex
Search academic papers via OpenAlex API for open citation data, institutional affiliations, and funding information. Use when user says "openalex search", "search openalex"…
research-lit
Search and analyze research papers, find related work, summarize key ideas. Use when user says \"find papers\", \"related work\", \"literature review\", \"what does this paper…
research-pipeline
Full end-to-end research pipeline: from a broad research direction through idea discovery, experiments, and review all the way to a polished paper PDF. Use when user says…
research-refine
Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative Gemini review. Use when the user says \"refine…
research-refine-pipeline
Run an end-to-end workflow that chains `research-refine` and `experiment-plan`. Use when the user wants a one-shot pipeline from vague research direction to focused final…
semantic-scholar
Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. Complements /arxiv (preprints) with citation counts, venue metadata, and TLDR. Use when user…
alphaxiv
Quick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback. Use when user says "explain this paper", "summarize paper", pastes an arXiv/AlphaXiv…
citation-audit
Zero-context verification that every bibliographic entry in the paper is real, correctly attributed, and used in a context the cited paper actually supports — catching…
deepxiv
Search and progressively read open-access academic papers through DeepXiv. Use when the user wants layered paper access, section-level reading, trending papers, or DeepXiv-backed…
gemini-search
Search research papers via Gemini for broad literature discovery. Use when user says "gemini search", "gemini papers", "search with gemini", or wants AI-powered literature…
integrity-forensics
Run the Anti-Autoresearch integrity-forensics DETERMINISTIC slice (numeric core + rules-only adjudicator) against a paper via a SHA-pinned thin launcher, then convert the verdict…
kill-argument
Two-thread adversarial review: a fresh reviewer constructs the strongest 200-word rejection memo, then a second fresh reviewer defends the paper point-by-point and surfaces…
prior-art-search
Search patent databases and academic literature for prior art relevant to an invention. Use when user says \"现有技术检索\", \"prior art search\", \"专利检索\", \"check patents\", or wants…
research-wiki
Persistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle. Inspired by Karpathy's LLM…
specification-writing
Write the full patent specification from claims and invention disclosure. Use when user says \"撰写说明书\", \"write specification\", \"写说明书\", \"patent description\", or wants to…
wiki-enrich
This contradicts the Karpathy LLM-wiki design (https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f):
writing-systems-papers
Paragraph-level structural blueprint for 10-12 page systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides page allocation, paragraph templates, and writing…
arxiv
Use this skill whenever the user wants to find, read, cite, track, download, or analyze academic papers on arXiv. That includes: searching papers by topic, author, category, or…
research-paper-writing
Write, rewrite, and polish academic papers (ML/CV/NLP style). Use when the user drafts or revises Abstract, Introduction, Related Work, Method, Experiments, or Conclusion; asks…
super-research
Autonomous research skill for open-ended, high-volume research work — an agent left running for a while (minutes to overnight) that produces honest, comparable, auditable…
huggingface-paper-publisher
Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional…
huggingface-papers
Look up and read Hugging Face paper pages in markdown, and use the papers API for structured metadata such as authors, linked models/datasets/spaces, Github repo and project…
huggingface-tool-builder
Use this skill when the user wants to build tool/scripts or achieve a task where using data from the Hugging Face API would help. This is especially useful when chaining or…
ml-paper-writing
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or…
brainstorming-research-ideas
Guides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem spaces, pivoting between projects, or…
ara-compiler
Compiles any research input — PDF papers, GitHub repositories, experiment logs, code directories, or raw notes — into a complete Agent-Native Research Artifact (ARA) with…
knowledge-distillation
Compress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with retained performance, transferring GPT-4…
long-context
Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use when processing long documents (32k-128k+ tokens), extending…
model-pruning
Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressing models without retraining, achieving 50% sparsity with minimal…
nnsight-remote-interpretability
Provides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution. Use when needing to run interpretability…
presenting-conference-talks
Generates conference presentation slides (Beamer LaTeX PDF and editable PPTX) from a compiled paper with speaker notes and talk script. Use when preparing oral talks, spotlight…
ara-rigor-reviewer
Performs ARA Seal Level 2 semantic epistemic review on Agent-Native Research Artifacts, scoring six dimensions (evidence relevance, falsifiability, scope calibration, argument…
speculative-decoding
Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use when optimizing inference speed (1.5-3.6× speedup), reducing…
the-fool
Use when challenging ideas, plans, decisions, or proposals using structured critical reasoning. Invoke to play devil's advocate, run a pre-mortem, red team, or audit evidence and…
academic-research-suite
This is a Codex adapter for the ARS suite. The vendored ARS content lives under
coverage-analysis
Coverage analysis is essential for understanding which parts of your code are exercised during fuzzing. It helps identify fuzzing blockers like magic value checks and tracks the…
deep-research
Multi-round research with explicit methodology, evidence tracking, and citation-tagged synthesis. Trigger on 'deep dive', 'research report', 'literature review', 'investigate X…
awesome-webpage-research
Single-pass mini research for AwesomeWebpageMetaSkill: produce a short cited topic brief from one bounded web-search round. Not a general deep-research replacement.
meta-arxiv-daily-digest-deck
Fetch the day's top arXiv submissions in a chosen category, write a structured per-paper digest, render the digest as a PPTX deck (one slide per paper), and persist the digest to…
meta-content-publish-pipeline
Use this meta-skill instead of answering directly when the user wants to turn an idea, research, notes, talk, or document into publishable blog, social, Xiaohongshu, Zhihu…
meta-paper-write
Use this meta-skill instead of answering directly when the current user asks to draft, repair, compile, or produce an academic/research paper or LaTeX manuscript. It uses…
paper-outline-author
Author a 5-section paper outline (abstract / introduction / method / results / discussion) for a research topic, citing supplied reference keys when relevant.
paper-preference-planner
Extract paper-writing preferences from a user request before research and drafting, choosing direct generation defaults when the request does not require a preference interview.
paper-revision-author
Revise independently drafted paper sections into one coherent LaTeX body before the abstract is written.
paper-section-author
Write one publication-style research-paper section as a bounded, citation-grounded LaTeX fragment from a writing plan, outline, citation plan, and optional figure/table context.
talk-stage1-extract
Extracts and structures source material (articles, transcripts, notes) into a talk summary with narrative arc, themes, metrics, and gaps. Auto-detects REX vs Concept type. Use…
research-paper-writing
Improve academic paper writing quality for ML/CV/NLP-style papers with clear section structure, paragraph flow, and reviewer-facing presentation. Use when drafting or revising…
the-fool
Use when challenging ideas, plans, decisions, or proposals. Invoke to play devil's advocate, run a pre-mortem, red team, stress test assumptions, audit evidence quality, or find…
darwin-skill
Darwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric + SkillOpt (arXiv 2605.23904)…
sn-deep-research
用于用户请求深度研究、系统性研究、竞品分析、方案对比、趋势分析或事实核查时。不用于单一事实查询或快速摘要。**遇到以下任一情况就主动使用本 skill，不要自行搜几条就回答**：①用户出现触发词：深度研究 / 深度调研 / 深入研究 / 全面研究 / 系统研究 / 调研 / 调查 / 尽调 / 行业研究 / 市场研究 / 竞品分析 / 政策研究 /…
sn-search-academic
用于学术调研、论文精读、相关工作梳理、百科知识查询和引用链追溯。
synthesize-report
Produces a citation-grounded summary across one or more workspace source files for summaries, briefings, literature reviews, or comparisons.
scholarly-writing-refiner
Polishes academic English paragraph by paragraph, reviewing grammar, word choice, voice, coherence, and sentence structure. Outputs revision suggestions alongside polished text.…
paper-analysis-assistant
根据arXiv论文网址自动下载PDF并进行多维度分析，包括文本提取、词频分析、语音播报、播客对话生成、交互式网页、PPT、总结图和引用分析
morning-ai
AI news tracking skill that monitors 80+ entities across 6 free sources (Reddit, HN, GitHub, HuggingFace, arXiv, X/Twitter). Generates scored daily reports with infographics and…
gsd:review
Request cross-AI peer review of phase plans from external AI CLIs
literature-review
Build or audit a literature review: evidence map, gaps, synthesis plan.
academic-paper-reviewer
Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific…
deslop
Remove AI writing patterns from prose. Use this skill when writing, drafting, editing, reviewing, or revising any text to eliminate predictable AI tells, slop, and formulaic…
slr-prisma
Guide users through writing a systematic literature review (SLR) following the PRISMA 2020 framework. Use this skill whenever the user mentions 'systematic review', 'systematic…
check-citations
Verify academic citations against CrossRef, Semantic Scholar, and OpenAlex. Detects AI-hallucinated references, chimeric citations, and suspicious patterns.
academic-baseline
Use when working on any empirical academic research context — paper writing, data analysis, literature review, or any task involving citations, results, or publication artifacts.…
academic-citation-manager
Manage academic citations across BibTeX, APA, MLA, and Chicago formats
academic-paper-writer
Draft economics papers with proper structure and academic style
academic-tone-guide
Adjust writing tone and register for academic audiences and venues
academic-writing-latex
LaTeX-based academic writing assistant for thesis and paper templates
aer-paper-body
Use when drafting or revising the body sections of an AER, AER:Insights, or AEJ manuscript — institutional background, data, empirical strategy, results, mechanisms, and…
ai-agent-papers-guide
Curated 2024-2026 AI agent research papers collection
answering-research-questions
answering-research-questions
arxiv
Search, download, and summarize academic papers from arXiv. Use when user says \"search arxiv\", \"download paper\", \"fetch arxiv\", \"arxiv search\", \"get paper pdf\", or…
arxiv-batch-reporting
Batch search and report generation from arXiv preprint repository
arxiv-latex-source
Download and parse LaTeX source files from arXiv preprints
arxiv-paper-processor
Process and analyze arXiv papers systematically for research workflows
arxiv-preprint-template
LaTeX template for arXiv preprints in NIPS/NeurIPS style format
assess-outline
Assesses a research paper outline (.qmd file) against structured criteria from Kosuke Imai''s empirical research guide. Evaluates the abstract and section outline for: research…
automated-review-guide
AI-assisted peer review tools, workflows, and quality standards
automation-skills
10 research automation skills. Trigger: automating experiments, tracking results, reproducible pipelines. Design: ML experiment management, workflow orchestration, and lab…
autonomous-agents-papers-guide
Daily-updated collection of autonomous AI agent papers
b1
divergacheckprerequisites("b1") → must return approved: true
base-academic-search
Search 400M+ open access documents via the BASE search engine API
beamer-presentation
Create academic presentations in Beamer with professional themes
brainstorm
Use when starting a new research project, exploring a research idea, deciding whether a question is viable, or before touching code or data for a new paper. Runs a…
chatpaper-guide
Use ChatPaper to summarize and search arXiv papers with LLM assistance
chinese-text-humanizer
Transform AI-generated Chinese text into natural academic writing style
citation-network-guide
Analyze citation networks, impact metrics, and bibliometric patterns
claude-academic-workflow-guide
Claude Code template for LaTeX, Beamer, and R research workflows
code-llm-papers-guide
Survey and paper collection on LLMs for code generation
comm-lit-review
Communications-domain literature review and related-work search with database-aware source control. Use when the task is about communications, wireless, networking…
compile-latex
Compile a LaTeX manuscript with pdflatex (3 passes + bibtex). Use when compiling the research paper.
compiledeck
Create and compile beautiful Beamer presentations following the Rhetoric of Decks philosophy. Use when making slides, creating decks, or compiling .tex presentation files.
composition-skills
11 academic writing skills. Trigger: writing paper sections, structuring arguments, academic prose. Design: section-by-section guides (abstract, intro, methods, discussion) with…
conference-proceedings-guide
Find, access, and cite conference papers and proceedings effectively
daily-paper-generator
Use when the user asks to "generate daily paper", "search arXiv for EEG papers", "find EEG decoding papers", "review brain-computer interface papers", or wants to create paper…
datagen-research-guide
AI-driven multi-agent research assistant for end-to-end studies
discovery-skills
9 paper discovery skills. Trigger: finding new relevant papers, tracking citations, staying current. Design: automated monitoring, recommendation engines, and alert setup guides.
domain-adaptation-papers-guide
Comprehensive collection of domain adaptation research papers
econ-write
Expert economics paper writing assistant synthesizing advice from 50+ top guides by Cochrane, McCloskey, Shapiro, Head, Bellemare, Goldin, Glaeser, Kremer, and other leading…
finding-open-access-papers
finding-open-access-papers
fulltext-skills
16 full-text access skills. Trigger: accessing paper PDFs, bulk downloading, open access, text mining. Design: legal full-text retrieval from open repositories, archives, and…
g2
Category: G - Publication & Communication
gaussian-splatting-papers-guide
Curated papers and resources for 3D Gaussian Splatting
graphical-abstract-guide
Create SVG graphical abstracts for journal paper submissions
hal-archive-api
Access French and European research via the HAL open archive API
huggingface-api
Search and discover ML models, datasets, and Spaces on Hugging Face
i0
No prerequisites required for this agent.
idea-creator
Generate and rank research ideas given a broad direction. Use when user says \"\u627eidea\", \"brainstorm ideas\", \"generate research ideas\", \"what can we work on\", or wants…
idea-discovery
Workflow 1: Full idea discovery pipeline. Orchestrates research-lit \u2192 idea-creator \u2192 novelty-check \u2192 research-review to go from a broad research direction to…
in-depth-research-guide
Structured methodology for conducting exhaustive multi-source investigations
institutional-repository-guide
Access papers from institutional and subject repositories at scale
interlibrary-loan-guide
Access papers through interlibrary loan and document delivery services
introduction-writing-guide
Guide to writing effective research paper introductions
journal-review
Draft a senior peer-review report on a social-science manuscript.
knowledge-graph-construction
Build research knowledge graphs for literature synthesis and RAG systems
kolmogorov-arnold-networks-guide
Papers and tutorials on KAN learnable activation networks
kosmos-scientist-guide
Claude Code-driven autonomous AI Scientist for discovery
latex-skills
11 latex skills. Trigger: LaTeX typesetting, formatting papers, mathematical notation, Beamer. Design: template-based guides with package recommendations and compilation tips.
latex-paper-en
English LaTeX academic paper assistant for existing `.tex` projects. Use this skill whenever the user wants to compile, lint, audit, or improve an English LaTeX conference or…
latex-templates-collection
Collection of LaTeX templates for papers, presentations, and CVs
latex-thesis-zh
Chinese LaTeX thesis assistant for existing .tex degree thesis projects (XeLaTeX/LuaLaTeX/latexmk). Use this skill whenever a user works on a Chinese master's or doctoral thesis…
latex-translation-guide
Translate LaTeX documents preserving math formulas and structure
legal-research-guide
Legal research methods, case law analysis, and compliance tools
lit-review
Structured literature search and synthesis with citation extraction and gap identification.
lit-review-assistant
Search, summarize, and synthesize economics literature
literature-review-writing
Structure and write comprehensive literature reviews for any field
literature-survey-generator
A multi-agent, multi-phase pipeline that produces a complete academic literature
llm-aiops-guide
Papers on LLMs for IT operations and AIOps research
local-deep-research-guide
Deep research agent searching 10+ sources with local or cloud LLMs
markdown-academic-guide
Write academic papers in Markdown with Pandoc for multi-format output
master-thesis-review
Generate master's thesis review reports (硕士论文评阅意见) calibrated to a given score. Outputs academic evaluation and shortcomings/suggestions in Chinese. Trigger when user says…
ml-paper-writing
Write publication-ready ML/AI/Systems papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM, OSDI, NSDI, ASPLOS, SOSP. Use when drafting papers from research repos, structuring…
mle-agent-guide
Intelligent companion for ML engineering with arXiv integration
new-project
Full research pipeline from idea to paper. Orchestrates all phases — discovery, strategy, analysis, writing, peer review, and submission. Use when starting a new research project…
novathesis-guide
LaTeX thesis template supporting multiple universities and formats
novelty-check
Verify research idea novelty against recent literature. Use when user says \"\u67e5\u65b0\", \"novelty check\", \"\u6709\u6ca1\u6709\u4eba\u505a\u8fc7\", \"check novelty\", or…
obsidian-literature-workflow
Use this skill when the user keeps paper notes inside an Obsidian project knowledge base and wants filesystem-first literature review, explicit agent-first Zotero ingestion…
onecite-reference-guide
AI toolkit to parse, complete, and format academic references
open-researcher-guide
Open pipeline for generating deep research trajectories with LLMs
openalex
Use when the user asks about academic literature, research papers, scholarly works, authors, citations, institutions, journals, or any academic metadata. Trigger when users want…
openspg-guide
Ant Group knowledge graph engine with SPG and KAG framework
overleaf-cli-guide
Sync and manage Overleaf LaTeX projects from the command line
paper-audit
Deep-review-first audit for Chinese and English academic papers across LaTeX, Typst, and PDF formats. Use whenever the user wants reviewer-style paper critique, pre-submission…
paper-critique-framework
Structured framework for writing peer review reports and paper critiques
paper-parse-guide
Deep dual-mode reading of academic papers from PDF or URL sources
paper-referee-revise
Revise an academic paper based on journal referee reports. Reads referee comments from review report or annotated manuscript, then directly modifies main.tex one comment at a…
paper-review-skills
8 peer review skills. Trigger: reviewing manuscripts, comparing papers, quality assessment. Design: systematic review criteria, evaluation rubrics, and automated review tools.
paper-review-lite
Pre-submission audit: argument, numerics, refs, writing, figures, replication.
paper-slide-deck
paper-slide-deck
papersgpt-zotero-guide
AI plugin for Zotero with ChatGPT, Claude, and DeepSeek support
academic-paper-verify
A systematic skill for verifying the integrity and replicability of an academic research paper.
papis-cli-guide
Guide to Papis command-line document and bibliography manager for researchers
parsifal-slr-guide
Plan and manage systematic literature reviews with Parsifal platform
peer-review-guide
Conduct thorough, constructive peer reviews and evaluate research papers
physics-skills
5 physics & astrophysics skills. Trigger: physics simulations, astronomical data, computational physics. Design: domain databases (NASA ADS, arXiv) and simulation tool guides.
plagiarism-detection-guide
Use plagiarism detection tools and ensure manuscript originality
plantuml-guide
Create UML diagrams and architecture visualizations with PlantUML
repository-harvesting-guide
Harvest metadata from open repositories using OAI-PMH protocol
research-coordinator
Full details: docs/CHECKPOINT-RULES.md
research-lit
Search and analyze research papers, find related work, summarize key ideas. Use when user says \"find papers\", \"related work\", \"literature review\", \"what does this paper…
research-paper-kb
Build a persistent cross-session knowledge base from academic papers
research-paper-writer
Guide for writing formal academic papers following IEEE and ACM standards
research-pipeline
Full research pipeline: Workflow 1 (idea discovery) \u2192 implementation \u2192 Workflow 2 (auto review loop). Goes from a broad research direction all the way to a…
research-refine
Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when the user says…
research-refine-pipeline
Run an end-to-end workflow that chains `research-refine` and `experiment-plan`. Use when the user wants a one-shot pipeline from vague research direction to focused final…
research-town-guide
Simulate human research communities with multi-agent AI collaboration
review
All quality reviews — routes to appropriate critics based on target file type and flags. Replaces /paper-excellence, /proofread, /econometrics-check, /review-r, /review-paper.
rss-paper-feeds
Set up RSS feeds and alerts to track new publications in your research area
scholar-evaluation
scholar-evaluation
scientific-writing
scientific-writing
scientific-writing-guide
Curated tools and techniques for scientific writing beyond LaTeX
scientify-idea-generation
Generate research ideas from collected papers with gap analysis
scientify-write-review-paper
Write literature reviews and survey papers from collected papers
semantic-scholar
Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. Complements /arxiv (preprints) with citation counts, venue metadata, and TLDR. Use when user…
sjtuthesis-guide
Write SJTU theses using the SJTUThesis LaTeX template with full compliance
auto-empirical-research-skills
Route empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in Codex, CodeBuddy, Claude Code, or…
slr-automation-guide
Tools and pipelines for automating systematic literature reviews
sophosia-reference-guide
Reference manager with PDF viewer and Markdown note support
strategist
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strategize
Design identification strategy or pre-analysis plan. Dispatches Strategist (proposer) and strategist-critic (validator). Replaces /identify and /pre-analysis-plan.
subagent-driven-review
subagent-driven-review
templates-skills
11 paper templates skills. Trigger: starting a new paper, formatting for submission, venue-specific layouts. Design: ready-to-use templates for arXiv preprint, conferences…
thesis-template-guide
Set up LaTeX templates for PhD and Master's thesis documents
thuthesis-guide
Write Tsinghua University theses using the ThuThesis LaTeX template
typst-paper
Typst academic paper assistant for existing `.typ` paper projects in English or Chinese. Use this skill whenever the user wants to compile, audit, or improve a Typst paper…
wikidata-api-guide
Query Wikidata SPARQL for scholarly metadata, authors, and entities
worldcat-search-api
Search the world's largest library catalog via OCLC WorldCat API
zotero-api
Reference management library and collections API
zotero-arxiv-daily-guide
Guide to Zotero arXiv Daily for personalized daily paper recommendations
zotero-reference-guide
PDF references add-on for enriching Zotero library metadata
zotero-scholar-guide
Save papers with metadata to Zotero via its API programmatically
peer-review
Systematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across…
scientific-writing
Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process: (1) create section outlines with…
arxiv-search
Search arXiv physics, math, and computer science preprints using natural language queries. Powered by Valyu semantic search.
citation-management
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly…
medea-therapeutic-discovery
An AI agent for therapeutic discovery that executes transparent, multi-step omics analyses including research planning, code execution, and literature reasoning.
paper-2-web
This skill should be used when converting academic papers into promotional and presentation formats including interactive websites (Paper2Web), presentation videos (Paper2Video)…
scientific-slides
Build slide decks and presentations for research talks. Use this for making PowerPoint slides, conference presentations, seminar talks, research presentations, thesis defense…
tooluniverse-infectious-disease
Rapid pathogen characterization and drug repurposing analysis for infectious disease outbreaks. Identifies pathogen taxonomy, essential proteins, predicts structures, and screens…
wiki-research-loop
Auto-grow a pro-workflow wiki by running a budget-capped BFS research loop over pluggable source fetchers (web, arXiv, GitHub). Each iteration pops a seed from the queue, fetches…