Skill rating

学术论文润色修改全流程SOP。从审稿意见解析、论文全息诊断、可视化批注生成、分级改写执行到终审自检的完整闭环。当用户需要根据期刊审稿意见修改论文、需要论文润色、需要去AI味、需要学术写作规范检查时触发。典型触发："修改这篇论文""根据审稿意见润色""去AI味""按期刊要求压缩字数""帮我看看这篇论文能不能通过"。

Convert academic papers into structured Chinese reading reports with original figures. Supports arXiv HTML and local PDF inputs. For arXiv links, HTML mode is preferred for textual accuracy. Use when

OCR, tag, search, deduplicate, and organize screenshots. Makes screenshots searchable by content, detects and removes duplicates, groups by topic, and generates a searchable index. Use when a user has

Resolve one or more paper titles to reliable arXiv papers using Tavily search, then fetch compact arXiv metadata and abstracts with a local helper script. Use when the user provides paper titles and w

Autonomously optimize any OpenClaw skill by running it repeatedly, scoring outputs against binary evals, mutating the prompt, and keeping improvements. Based on Karpathy's autoresearch methodology. Us

Deploy a scientific research team with 4 agents. Use this skill when: 1. User wants to set up a collaborative research pipeline with literature review, hypothesis generation, experimentation, and repo

Intelligent PDF reader and content extractor powered by MinerU API. Read and extract content from any PDF document including scanned files, academic papers, reports, and books using mineru-open-api CL

Find and download ebooks or papers from Anna's Archive with EPUB-first selection and /tmp storage. Use when a user asks to fetch a book/article, especially when arXiv has no result.

The scientific thinking protocol for AI agents. Use when facing complex, ambiguous, or high-stakes questions where guessing is costly: hypothesis → attempt to break it → evidence → calibrated conclusi

Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.

用 MinerU API 解析 PDF/Word/PPT/图片为 Markdown，支持公式、表格、OCR。适用于论文解析、文档提取。

Search biomedical literature from PubMed and bioRxiv for research papers. Use this skill when: (1) Finding research papers on a specific topic or disease, (2) Retrieving recent preprints from bioRxiv,

华为管理战略专家。基于华为30+年管理实践精华，提供战略规划（DSTE/BLM/五看三定）、战略解码（BEM）、组织管理（铁三角/LTC/IPD）、领导力哲学（灰度管理/自我批判/核心价值观）的全维度咨询分析。覆盖企业战略诊断、管理方法论解析、华为模式应用建议、战略报告生成。触发词：华为管理、华为战略、DSTE、BLM、五看三定、战略解码、灰度管理、任正非、铁三角、LTC流程、IPD、以奋斗者为本

Audit whether a website can be found, crawled, and cited by AI answer engines such as ChatGPT Search, Perplexity, Google AI Overviews, and Microsoft Copilot. Use when someone asks why their brand is m

AI新闻阅读助手。100+ RSS源并发抓取、兴趣评分、跨天去重、统一预取。智能聚合AI/技术新闻、arXiv论文、GitHub热门项目、AI公司动态。支持日报/周报生成、关键词筛选、分类订阅。

Analyze Chinese gaokao志愿填报 plans nationwide. Use this skill when a user asks to evaluate, rank, redesign, or generate college application choices based on score, rank, province-specific admission mode

Sync and manage Overleaf LaTeX projects from the command line. Pull projects locally, push changes back, compile PDFs, and download compile outputs like .bbl files for arXiv submissions. Use when work

Discover, research, script, fact-check, and generate podcast episodes automatically. Multi-source topic discovery, LLM script generation, citation enforcement, ElevenLabs TTS. Zero vendor lock-in - wo

Real-time web search for any OpenClaw commander model. Default path is free/private local SearXNG + Scrapling/browser-worker search with no API keys; optional Gemini API Google Search grounding provid

AI-powered PDF converter using MinerU API. Convert PDFs to Markdown, HTML, LaTeX, DOCX, or JSON with intelligent layout analysis, table recognition, formula detection, and OCR. Uses mineru-open-api CL

Skill Distiller. Triggered when users encounter repetitive problems, need to systematize a solution in a certain domain, or want to solidify someone's methodology into a reusable operational process.

PDF to Markdown converter - extract text, tables and formulas from PDF files to clean Markdown. Use when converting PDF documents, extracting PDF content, parsing PDF text, or summarizing PDF reports.

Disciplined diagnosis loop for hard bugs and performance regressions. Reproduce → minimise → hypothesise → instrument → fix → regression-test. Use when something is broken, throwing errors, failing te

Conduct AI-led research with autonomous literature review, hypothesis generation, analysis, and synthesis while human provides vision.

Clean company financials from SEC EDGAR via Edgrapi.com. Four tools — pull normalized income/balance/cash-flow fundamentals, computed ratios, company profiles, and recent SEC filings for any US-listed

Track insider trading from SEC Form 4 filings: insider buying and selling by ticker, market-wide insider activity, cluster buy signals where 3 or more insiders buy the same stock, and 10b5-1 plan dete

Emotional reset and loop-breaking skill. Use this skill when: (1) The user expresses frustration, anger, or dissatisfaction with your responses (e.g. cursing, scolding, saying you're useless/wrong/stu

Search the web with AI-powered answers via Perplexity API. Supports three modes - Search API (ranked results), Sonar API (AI answers with citations, default), and Agentic Research API (third-party mod

Analyze academic paper impact using multiple data sources (arXiv, GitHub, OpenAlex, Semantic Scholar). Input an arXiv ID and get a multi-dimensional impact assessment with graceful degradation when AP

Search the public web via the SCOUTS-AI `/api/search` HTTP endpoint when the user needs fresh internet context, citations, or fact verification. Use the `exec` tool to call `curl` against `https://sco

Read newly announced arXiv papers from cs.AI and cs.CL, filter them by user-defined research topics such as diffusion llm, summarize matching papers into reading notes, and optionally publish a Xiaoho

Researches patents and patent applications via the Crawlora API — Google Patents (full-text search by keyword/inventor/assignee, bibliographic detail, claims/citations/family, CPC classification looku

Find papers and preprints that cite a given URL, especially blogs, docs pages, project pages, or other web content that standard citation indexes often miss. Use when the user provides a URL and wants

Check an essay's AI score on ZeroGPT and automatically rewrite it to bring the score below 70%, while preserving meaning and maintaining a professional, academic tone suitable for a learning journal.

Baidu Scholar Search — Search Chinese and English academic literature including journals, conferences, dissertations. Best for Chinese research context.

Reads and summarizes cognitive neuroscience and experimental psychology research papers (PDF or plain text) on attention, working memory, sustained attention, memory, decision-making, and neural popul

Autonomous deep research agent with multi-step web search, sub-agent delegation, and structured report generation. Triggered by requests for deep research, 深度研究, literature review, or comprehensive to

获取中国市场金融数据与投研信息，覆盖 A股、港股、基金、指数、财务、公告、研报和宏观经济等 200+ 接口。Use when: 用户要查股票走势、基金净值、指数行情、财务报表、估值指标、公告研报、机构观点、宏观数据、板块主题、产业链、市场统计，或要拉取、导出、对比结构化金融数据。Do not use when: 用户要直接买卖建议、自动下单、交易执行、非金融数据查询、系统运维排查，或在无数据时要求

Compare academic research papers side-by-side to identify similarities, differences, and research gaps. Use when user wants to compare 1-5 papers via DOIs, URLs, search queries, or PDF files. Supports

AI content signature detector for social media posts. Measures 8 linguistic dimensions that LinkedIn's 360Brew and other platforms use to detect AI-generated content — lexical diversity, sentence leng

Search the web or X/Twitter using xAI Grok server-side tools (web_search, x_search) via the xAI Responses API. Use when you need tweets/threads/users from X, want Grok as an alternative to Brave, or y

High-accuracy web search and research via Parallel.ai API. Optimized for AI agents with rich excerpts and citations.

见微 — 双引擎战略洞察系统，判断引擎生成假说+验证引擎定向检验，交叉对抗输出有判断力且有证据支撑的战略建议。Rumelt 内核 + BCG 假说思考 + BLM 五看三定 + 宪法审计。Use when user asks to 战略分析、行业研究、市场研究、竞争分析、战略转型、市场进入评估、业务组合分析、商业模式分析、增长战略、组织诊断、假说驱动分析、战略报告、行业洞察、做战略、竞对分析. 不

When a symptom has several plausible causes, rank falsifiable hypotheses and run the cheapest discriminating observation first; prefer least-assumptive survivors only after evidence fit.

Generate high-quality Chinese information briefings for AI, technology, and global expansion topics. Use when the user wants daily news digests, weekly deep briefings, trend tracking, high-signal info

Search the web with AI-powered answers via Perplexity API. Returns grounded responses with citations. Supports batch queries.

全行业综合诊断 — 覆盖申万31个一级行业，根据各行业产业链结构进行定制化分析。 为每个行业定义独特的上游/中游/下游指标、供需格局、利润分配逻辑， 并叠加价量/技术/估值指标进行综合诊断。支持细分行业动态适配。 触发场景：(1) 行业分析/行业诊断/产业链分析 (2) 某行业供需格局/景气度 (3) 行业轮动/板块配置建议 (4) 产业链利润分配/投资机会

学术写作润色与批判性框架搭建，支持中英文双语。用于： - 中文润色：去除AI痕迹、逻辑缺陷审查、戴锦华式批判/汪民安式理论阐述 - 英文润色：地道学术英语表达、 hedging策略、IMRAD结构优化、期刊风格适配 - 逻辑审查：逻辑踏空、结论过重、稻草人谬误识别 - 追问与反方观点回应框架 适配人文社科领域，融合戴锦华批判写作与汪民安理论阐述方法论。

Convert Chinese academic papers to native-level publication-ready English. Supports Nature/IEEE/ACM/APA styles. Uses a three-layer decoupling method (semantic extraction → logical restructuring → nati

Academic writing revision advisor for the Results section of psychology and STEMM research papers. Checks claim-hedging alignment, causal language appropriateness, statistical reporting completeness,