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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Read the open paper and write study annotations into its PDF with zotero-cli - a context box on the title, a four-part summary on the abstract, role-coded abstract highlights, one box per figure… | 54yyyu/ | 5.3k | — | ~1.5k | Automated safety check: Pass | MIT | 3 days ago |
| 2 | An 18-agent pipeline that turns one topic line into a drafted research paper, literature review, or thesis chapter. | federicodeponte/ | 507 | — | ~8.2k | Automated safety check: Pass | Apache-2.0 | 9 days ago |
| 3 | A skill your agent uses when the user wants to fact-check an article or verify factual claims in a document. | MigoXLab/ | 757 | — | ~741 | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 4 | A skill your agent uses when the user needs engineering or research-paper figures: system architecture diagrams, algorithm workflows, hardware schematics, benchmark charts, ablation plots, figure… | heyu-233/ | 307 | — | ~1.1k | Automated safety check: Pass | MIT | 4 mo ago |
| 5 | Get a deep critical review of research idea from GPT via Codex MCP. | GRIND-Lab-Core/ | 106 | 5 repos | ~1.1k | Automated safety check: Notes | No licence | 5 mo ago |
| 6 | Turns a vague research direction into a focused, problem-anchored method plan through up to five review rounds with a second model. | zjYao36/ | 128 | 6 repos | ~6.9k | Automated safety check: Notes | No licence | 6 mo ago |
| 7 | Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations. | lin1111-1/ | 102 | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 8 | Compile a structured literature survey on any AI/ML topic. An agent skill from rohitg00/pro-workflow. | rohitg00/ | 2.9k | — | ~1.6k | Automated safety check: Pass | No licence | 12 days ago |
| 9 | Runs evidence-aware, multi-provider research with the Librarium v2 CLI. | jkudish/ | 134 | — | ~1.9k | Automated safety check: Pass | MIT | 2 days ago |
| 10 | 将原始研究问题细化为结构化的深度研究任务。通过提问澄清需求,生成符合 OpenAI/Google Deep Research 标准的结构化提示词。当用户提出研究问题、需要帮助定义研究范围、或想要生成结构化研究提示词时使用此技能。 | liangdabiao/ | 290 | 1 repo | ~1.4k | Automated safety check: Pass | No licence | 9 mo ago |
| 11 | Decision-grade research, three ways: draft a deep-research prompt for the user to run in their own tool (ChatGPT, Gemini, Grok, Perplexity, …), process a finished research report — file it, distill… | delorenj/ | 445 | — | ~2.3k | Automated safety check: Pass | MIT | 17 days ago |
| 12 | Full-featured CLI for Zotero reference management. An agent skill from PiaoyangGuohai1/cli-anything-zotero. | PiaoyangGuohai1/ | 138 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 13 | 13.Paper Review 论文深度解读 Skill — 下载论文PDF → LLM深度解读(问题/创新点/方法原理/实验分析)→ PDF图片提取 → 生成组会PPT → 生成解读音频MP3。端到端学术论文解读工具。 | RapidAI/ | 148 | — | ~1k | Automated safety check: Pass | MIT | today |
| 14 | Explains how to run, integrate and debug the deep-research-mcp project through its CLI, Python API or MCP server, with OpenAI, Gemini and DR-Tulu backends. | pminervini/ | 114 | — | ~5.8k | Automated safety check: Pass | MIT | 13 days ago |
| 15 | Multi-model deep research with comparative assessment (OpenAI + Perplexity + Gemini). | juanandresgs/ | 193 | — | ~3.1k | Automated safety check: Notes | No licence | 2 mo ago |
| 16 | Calls the Brave Search Answers endpoint for AI-grounded, cited answers, either a fast single-search reply or a slower multi-search deep research run. | brave/ | 183 | — | ~2.3k | Automated safety check: Pass | MIT | 18 days ago |
| 17 | 中文论文深读、总结/TL;DR、工程拆解、按论文实现/复现、比较与证据审计。用户给出论文 PDF、链接、标题、摘要、正文或图表,或明确要读论文时使用。只有论文锚点且无附言时澄清阅读目标;只有阅读意图时问哪篇。已有论文时,“看看这篇”直接深读。不用于仅翻译、解释单个术语、生成 BibTeX、找或下载论文。 | MrGeDiao/ | 103 | — | ~1.3k | Automated safety check: Pass | MIT | 7 days ago |
| 18 | Produce a comprehensive, referenced deep-research report on a given topic as a downloadable markdown file. | impredicative/ | 157 | — | ~513 | Automated safety check: Pass | LGPL-3.0 | 6 days ago |
| 19 | This skill should be used when conducting comprehensive research on any topic using the OpenAI Deep Research API. | glebis/ | 391 | — | ~2.6k | Automated safety check: Notes | MIT | 3 days ago |
| 20 | 20.SEO Profound Profound LLM citation tracker (extension). An agent skill from AgriciDaniel/claude-seo. | AgriciDaniel/ | 19k | 1 repo | ~441 | Automated safety check: Pass | MIT | 6 days ago |
| 21 | Audit pasted chatbot output, AI-cleanup diffs, wiki drafts, Markdown/MDX/docs, and source-backed articles for generic AI fluff, LLM writing tells, weak audience model, lack of theory of mind… | jxnl/ | 563 | — | ~887 | Automated safety check: Pass | No licence | 3 mo ago |
| 22 | 当系统提示需要设计引用格式、信息溯源机制、来源标注系统时调用。适用于文档问答、搜索增强生成(RAG)、代码引用、浏览器辅助等需要让用户追溯信息来源的场景。不适用于纯创作类输出(如故事、诗歌),不适用于无需溯源的常识问答,也不适用于注入防御(虽然两者都涉及内容可信度)。 | kangarooking/ | 208 | — | ~655 | Automated safety check: Pass | MIT | 5 mo ago |
| 23 | Generate and rank research ideas given a broad direction. An agent skill from GRIND-Lab-Core/night_owl_research_agent. | GRIND-Lab-Core/ | 106 | — | ~3.2k | Automated safety check: Warn | No licence | 5 mo ago |
| 24 | Review academic papers for correctness, quality, and novelty using OpenJudge's multi-stage pipeline. | agentscope-ai/ | 871 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 25 | Get a deep critical review of research from an external reviewer backend (Codex or manual). | wanshuiyin/ | 17k | — | ~3.1k | Automated safety check: Notes | MIT | 4 days ago |
| 26 | Verify research idea novelty against recent literature. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 4 repos | ~823 | Automated safety check: Pass | No licence | 4 mo ago |
| 27 | 27.Fact Checker Verifies factual claims in documents using web search and official sources, then proposes corrections with user confirmation. | daymade/ | 1.4k | 1 repo | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 28 | Search PubMed, preserve complete abstracts and sections, and produce research briefings with abstract openings or optional OpenAI/Ollama summaries. | ClawBio/ | 1.2k | — | ~3.3k | Automated safety check: Pass | MIT | 2 days ago |
| 29 | Creates reusable, source-traced research reports and coordinates provider/mode lanes with original exports. | daymade/ | 1.4k | — | ~8.9k | Automated safety check: Pass | MIT | yesterday |
| 30 | 30.Idea Creator Generate and rank research ideas given a broad direction. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 4 repos | ~3.9k | Automated safety check: Warn | No licence | 4 mo ago |
| 31 | Render pixel-accurate ChatGPT mobile (iOS) screen mockups in light mode from a thread JSON. | gooseworks-ai/ | 1.2k | 1 repo | ~3.7k | Automated safety check: Pass | MIT | 2 days ago |
| 32 | 32.Sragent Query the Sequence Read Archive (SRA), retrieve scientific publications, and analyze genomics metadata using the SRAgent toolkit. | aiskillstore/ | 433 | 1 repo | ~3.5k | Automated safety check: Pass | No licence | yesterday |
| 33 | Research ethics toolkit for social scientists. An agent skill from joshzyj/open-scholar-skill. | joshzyj/ | 168 | — | ~9.6k | Automated safety check: Pass | Unknown | 22 days ago |
| 34 | External review via OpenAI Codex CLI agents. An agent skill from joshzyj/open-scholar-skill. | joshzyj/ | 168 | — | ~6.1k | Automated safety check: Pass | Unknown | 22 days ago |
| 35 | Workflow 1: Full idea discovery pipeline. An agent skill from AI4Scientist/nano-scientist. | AI4Scientist/ | 128 | 3 repos | ~3.8k | Automated safety check: Warn | No licence | 4 mo ago |
| 36 | Validates that a research idea is genuinely novel vs. An agent skill from GRIND-Lab-Core/night_owl_research_agent. | GRIND-Lab-Core/ | 106 | — | ~1k | Automated safety check: Pass | No licence | 5 mo ago |
| 37 | Guide to Zotero GPT for AI-powered research assistance within Zotero | wentorai/ | 298 | 1 repo | ~1.8k | Automated safety check: Pass | MIT | 3 mo ago |
| 38 | 38.Niulai Master Academic Paper Polishing & Evidence-Preserving Rhetorical Guard Skill (牛来.skill). | franklee16/ | 223 | — | ~1.2k | Automated safety check: Pass | MIT | 23 days ago |
| 39 | Peer Review Ralph Loop — combines Cavekit kits with a Ralph Loop and true cross-model peer review using Codex (OpenAI). | hashgraph-online/ | 1.3k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 40 | The full pipeline for idea generation. An agent skill from GRIND-Lab-Core/night_owl_research_agent. | GRIND-Lab-Core/ | 106 | — | ~4.4k | Automated safety check: Warn | No licence | 5 mo ago |