Skill rating

Academic findings and economic thresholds for revnets from CryptoEconLab research. Use when: (1) explaining cash-out vs loan decision thresholds, (2) discussing loan solvency guarantees, (3) recommend

Automates the process of extracting reusable skill code from arXiv papers. Use this skill to turn paper insights into actual OpenClaw skills.

Format any content into AI-readable structured formats that maximize citation probability. Converts unstructured text into GEO-optimized layouts using headers, FAQs, tables, and definition blocks. Use

Fetches and summarizes recent arXiv and Hugging Face papers with Agentic Paper Digest. Use when the user wants a paper digest, a JSON feed of recent papers, or to run the arXiv/HF pipeline.

Orchestrates the continuous learning of new skills from arXiv papers. Use this to trigger a learning cycle, which fetches papers, extracts code/skills, and solidifies them.

Semantic literature discovery and synthesis across arXiv/OpenAlex/PubMed (and optional Google Scholar adapters). Use when users ask for domain must-read papers, research trend mapping, paper recommend

Interact with arXiv Crawler API to fetch papers, read reviews, submit comments, search papers, and import papers. Use when working with arXiv papers, fetching paper lists by date/category/interest, vi

Analyze resumes and design interview strategies using evidence-based methodology. Transforms interview prep from "read resume → ask questions" into "define standard → forensic evidence → future simula

Generate standardized figure legends for scientific charts and graphs. Trigger when user uploads/requesting legend for research figures, academic papers, or data charts. Supports bar charts, line grap

Use this when the user wants to install or set up the Scientify research plugin. Adds research-pipeline, literature-survey, idea-generation, arxiv tools, and workspace management.

Structured work tracking methodology using Plans. Use when creating, managing, reviewing, or delegating plans for significant work. Covers plan lifecycle (draft, approved, in_progress, completed, arch

Tavily AI search platform with 5 modes: Search (web/news/finance), Extract (URL content), Crawl (website crawling), Map (sitemap discovery), and Research (deep research with citations). Use for: web s

Default web search tool using Bocha Web Search API. Use for online lookup, verification, time-sensitive information, and citation-based answers.

Expert guidance for systematic backtesting of trading strategies. Use when developing, testing, stress-testing, or validating quantitative trading strategies. Covers "beating ideas to death" methodolo

How to use the internet_search tool effectively — category routing, query formulation, and multi-search strategies. Use whenever web search is needed: current events, research papers, community opinio

Submit a protein variant hypothesis to Clarity Protocol for validation and folding. Use when the user asks to submit a hypothesis, propose a protein variant, queue a fold, or investigate a mutation. R

Query the COCA (Corpus of Contemporary American English) linguistics API for word frequency, collocations, concordances, and historical usage trends. Use for linguistic research, writing assistance, o

High-level business strategy frameworks based on McKinsey, BCG, Bain, and Deloitte methodologies. Use this skill for Executive Summaries, GTM strategies, Risk Assessments, Financial Modeling, and SWOT

Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 min

Daily AI news aggregator. Fetches latest AI-related content from HackerNews, GitHub Trending, ArXiv papers, and web search (Brave/Tavily). Use for: (1) Getting daily AI digest, (2) Staying updated w

Project management for the Lofy AI assistant — tracks multiple projects with milestones, priority scoring engine (urgency × job relevance × momentum × energy match), meeting prep automation, time logg

Fetch academic papers from Sci-Hub given a DOI. Automatically downloads PDFs and saves them to research/papers/ with clean filenames. Use when the user provides a DOI or requests a paper from PubMed.

Fetch structured data from 17 authoritative APIs — arXiv, Census Bureau, GitHub, NASA, Wikipedia, PubMed, news, weather, finance, FEC, and more — through a single endpoint. Use when you need real data

#1 on DeepResearch Bench (Feb 2026). Deep research agent powered by CellCog. Market research, competitive analysis, stock analysis, investment research, academic research with citations.

Execute implementation plans using fresh subagents per task with two-stage review (spec compliance + code quality). Use when executing multi-task plans with independent work units. Enhances ralph-loop

Use Valyu (valyu.ai) to search the web, extract content from web pages, answer with sources, and do deepresearch.

Free multi-engine web search via ddgs CLI (DuckDuckGo, Google, Bing, Brave, Yandex, Yahoo, Wikipedia) + arXiv API search. No API keys required. Use when user needs web search, research paper discovery

Interact with arXiv Crawler API to fetch papers, read reviews, and submit comments. Use when working with arXiv papers, fetching paper lists by date/category/interest, viewing paper details with comme

OPC行业深度分析技能：10维度系统化行业分析框架（PEST/市场规模/产业链/竞争格局/技术路线/客户画像/客单价量本利/合规风险/风险变化预期/结论建议），内置50+权威数据源与强制引用规范，输出Word文档+专业图表。当用户提到行业分析、赛道分析、市场研究、产业分析、行业调研、市场规模、行业报告时使用。

Generate AI-powered academic research reports via the Scholar API (scholar.x49.ai). Creates comprehensive literature review reports with inline citations, paper evidence, and downloadable Markdown. Us

AI agent for call academic search agent tasks

Deep research workflow for /deepresearch with sources, claims, synthesis, and resumable state.

Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy

Analyze public stock-market news into educational watchlists, catalysts, risks, and paper-trade research notes with strict non-financial-advice safeguards.

Download 47+ essential AI/ML papers from arXiv with pre-curated collections for agent testing, autonomous agents, and large language models

Support business understanding from small ventures to corporate strategy and academic research.

One-click removal of author names, affiliations, acknowledgments, and excessive self-citations from manuscripts to meet double-blind peer review requirements. Preserves document structure while anonym

智能上下文卫生检查器。分析当前会话的上下文污染程度 （长对话、主题漂移、噪声累积），建议：continue、/fork、/btw 或新会话。 支持手动触发（/auto-context）和自动触发（响应层实现）。 基于 ArXiv 论文和认知心理学研究的多维度评估体系。

Read and analyze arXiv papers by fetching LaTeX source, listing sections, or extracting abstracts

人类行为、人格理论、动机和认知模式专家——基于临床和研究框架构建心理上可信的角色和互动

Structured B2B sales review using original PTC MEDDIC Six-Step methodology. Stage gates and win rates follow the authentic PTC six-step framework (Discovery→Scope→Go/No-Go→Validation→Business Case→Clo

Label-backed medication answers with citations and traceable IDs. RxCUI/NDC/set_id, key label sections, optional recalls/shortages/FAERS/interactions.

学术论文引用自动化处理工具。用于处理中文学术论文（特别是硕士/博士论文）的引用管理工作，包括从Word文档提取内容并转换为Markdown、自动识别和提取参考文献列表、在论文正文中智能插入引用标记、将处理后的Markdown转换回Word格式、扩充论文字数以满足字数要求。适用于需要批量处理引用格式、整理参考文献、或扩充论文内容的学术写作场景。当用户提到以下话题时触发：论文引用、参考文献整理、插入引

Comprehensive self-contained interpretation methodology for analyzing ANY text, statement, system, behavior, artifact, or phenomenon through multiple integrated lenses. Use this skill whenever the use

全球未破悬疑案件（cold case / unsolved case）迭代式深度自动化调查与创作辅助技能。 当用户提到"查案件""调查""搜案子""搜悬案""查悬疑案件""查未破案件" "cold case""unsolved case"或明确要求搜索某个具体案件信息时触发。 也适用于内容创作者需要"搜外网素材""找案件原型""查真实犯罪资料"等创作调研场景。 采用"广度搜索→信息分析→双轨深追→

学术新闻稿撰写专业工具。包含规范的五段式写作结构、全流程工作步骤、常见问题解决方案和效率提升技巧。**当以下情况时使用此 Skill**：(1) 需要撰写学术机构、科研团队的新闻通稿/宣传稿；(2) 需要将学术论文、科研成果转化为面向公众的科普性新闻稿；(3) 用户提到"学术新闻稿"、"科研宣传稿"、"论文新闻稿"、"成果宣传"等关键词；(4) 需要规范的新闻稿写作模板和流程指导。

学术文献检索 / 论文搜索 / 文献查找 / academic literature search。快速定位核心论文、制定搜索策略、解读研究方法、生成文献综述。适用于硕博研究生撰写毕业论文、高校教师科研立项、企业研发人员课题调研等场景。覆盖知网、万方、Web of Science、Google Scholar等数据库的检索建议与文献管理。用户常搜：怎样找论文、文献综述怎么写、SCI检索技巧、如何快

麦肯锡风格咨询交付 skill（中文名「麦肯锡资料库顾问」）。核心差异：方法论不是通用知识，而是直接来自用户提供的 44 份真实麦肯锡资料库（已全量吸收、逐份落位）。客户上传材料后，先用七步成诗锁定问题，自主搜集并评估外部资料填补证据缺口，生成故事线 md，确认后出 PPT+战略文档+演讲稿三件套。具备：50+ 可视化布局目录、AX Labs 式可解释布局选型、python-pptx 复用绘图引擎

Chat with Pallio AI knowledge-base personas. Ask questions against curated document collections with RAG-powered citations.

在对话中辅助学习"亲密关系/Intimate Relationships"第 2 章"研究方法"。基于 Rowland S. Miller《Intimate Relationships》教材第 6 版。当用户讨论、提问、复习或尝试应用本章方法论概念（research design 研究设计、correlation 相关、experiment 实验、convenience sample 方便取样、r