Research

X/Twitter research skill for Claude Code and OpenClaw. Agentic search, thread following, watchlists, and sourced briefings.

Blockchain address risk scoring MCP. Risk scores 0-100 for addresses, domains, and dApps. Multi-chain support.

Wallet behavior prediction and fraud detection MCP. Rug-pull detection, token ranking, behavioral analysis.

Conduct in-depth research with multi-source analysis and synthesis.

Search the web and extract structured information from results.

Search academic papers, journals, and citations across databases.

Analyze competitors with market positioning, features, and pricing comparisons.

Research companies with financials, team, products, and market data.

Monitor news sources for topics, companies, and industry trends.

Generate cryptocurrency market reports with analysis and trends.

Access up-to-date official OpenAI documentation with citations. Model selection guidance, GPT-5.4 upgrade paths, and prompt optimization help.

Autonomous financial research agent for stock analysis, financial statements, metrics, prices, SEC filings, and crypto data.

Automatic token optimization during interaction. Behavioral rules + plugin synergy + workspace analyzer. Pure Node.js, cross-platform. Activate on session st...

AnyGen: AI-powered content creation suite. Create slides/PPT, documents, diagrams, websites, data visualizations, research reports, storybooks, financial ana...

A-Share Multi-Dimensional Quantitative Analysis MCP Server - broker research reports, AI news analysis, and stock comprehensive analysis

AutoGLM AI agent toolkit powered by Zhipu AI. Includes browser automation, deep research, web search, image generation, image search, and web page content ex...

Intellectual Property Expansion Agent for pharma drug discovery/development teams. Proactively manages/expands IP portfolios by analyzing SMILES/molecules fr...

A-Share Multi-Dimensional Quantitative Analysis MCP Server - broker research reports, AI news analysis, and stock comprehensive analysis

LLM 论文与项目研究员。分析LLM相关论文和Github项目， 并按指定类目进行分类整理。使用场景：(1) 获取 LLM 领域最新进展，(2) 追踪特定方向的最新研究，(3) 生成行业分析报告

Web search using Tavily's LLM-optimized API. Returns relevant results with content snippets, scores, and metadata.

Decompose any text into classified semantic units — authority, risk, attention, entities. No LLM. Deterministic.

Efficiently create content by rapidly advancing tasks, handling failures by stopping after two retries, and strictly following provided research and templates.

Launch Claude Code async in background with automatic delivery to Telegram/WhatsApp. Use for coding, refactoring, codebase research, file generation, and com...

Integrates Zoho Desk with OpenClaw to ingest tickets, generate local embeddings, analyze open tickets, and propose draft replies using OpenAI.

Research Assistant skill to search, download, analyze research papers via APIs, and save results to Zotero collections using Python scripts and LLM analysis.

Integrate Vercel AI SDK applications with You.com tools (web search, AI agent, content extraction). Use when developer mentions AI SDK, Vercel AI SDK, generateText, streamText, or You.com integration with AI SDK.

调用钉钉开放平台API，支持用户搜索/详情/查询、部门管理（搜索/详情/子部门/用户列表/父部门）、机器人单聊消息发送、群聊消息发送、群内机器人列表查询、离职记录查询。Use when needing to search DingTalk users or departments, get user/depart...

调用钉钉开放平台API，支持用户搜索/详情/查询、部门管理（搜索/详情/子部门/用户列表/父部门）、机器人单聊消息发送、群聊消息发送、群内机器人列表查询、Stream模式事件推送、多会话隔离管理等核心功能。Use when needing to search DingTalk users or departmen...

Exa MCP integration for advanced search, research, and crawling.

Search and execute dynamic tools via QVeris API. Use when needing to find and call external APIs/tools dynamically (weather, search, data retrieval, stock trading analysis, etc.). Requires QVERIS_API_KEY environment variable.

Recommends popular and highly-rated skills from ClawHub based on user intent and conversation context. Use for: finding new skills, discovering popular tools...

Structured memory system for AI agents. Context death resilience (checkpoint/recover), structured storage, Obsidian-compatible markdown, and local semantic search.

Hybrid search memory system for AI agents. Manual search and storage - auto-capture is opt-in only.

Intelligent memory layer for Clawdbot using Mem0. Provides semantic search and automatic storage of user preferences, patterns, and context across conversati...

Intelligent memory layer for Clawdbot using Mem0. Provides semantic search and automatic storage of user preferences, patterns, and context across conversati...

Type-based autonomous task queue system. Categorizes tasks by type (research, writing, analysis, maintenance) and lets autonomy work only on value-add tasks...

Complete cold email system teaching research-driven personalization, "poke the bear" openers, custom signal hunting, and strict QA.

Triage ideas, problems, and feature requests into the right format: proposal doc, feature issue, or bug report. Repo-aware — discovers templates and docs str...

自动分析任意代码目录的结构与内容，识别项目主要功能、模块划分、技术栈，自动生成规范的项目介绍文档，包含基础功能、应用场景、实现原理三个核心部分。使用当需要快速了解陌生项目结构、生成项目README/介绍文档、梳理代码架构时触发。

Imagine the project already failed, then work backward to find why. More powerful than risk assessment because it assumes failure is certain. Use when user says "pre-mortem", "premortem", "imagine this failed", "what could go wrong", "risk analysis", "before we launch", "stress test", "what would kill this", "project risks".

File-based planning for complex tasks. Use persistent markdown files as working memory to survive context resets. Creates task_plan.md, findings.md, and progress.md. Use for any task requiring >5 tool calls, research projects, or multi-step implementations.

Investigate an open-source project before interacting with it — PRs, issues, or comments. Use BEFORE: filing an issue, submitting a PR, or commenting on an e...

Analyze video content by extracting frames at regular intervals. Use when you need to understand what's in a video file, review video content, analyze scenes, or describe video without being able to play it directly. Supports MP4, MOV, AVI, MKV, and other common video formats.

Native video analysis using Google Gemini API. Upload and analyze video files — describe scenes, extract text/UI, answer questions about content, transcribe...

Read, analyze, convert, trim, merge, adjust volume, and transcribe audio files in multiple formats including MP3, WAV, FLAC, AAC, OGG, and more.

Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.

Neural web search, content extraction, company and people research, code search, and deep research via the Exa MCP server. Use when you need to: (1) search t...

Web search without an API key using DuckDuckGo Lite via web_fetch. Use as a fallback when web_search fails with missing_brave_api_key error, or whenever you...

Fast file-name and content search using `fd` and `rg` (ripgrep).

Multi-engine web search with full parameter control. Supports Tavily, Exa, Serper, and SerpAPI with domain filtering, date ranges, deep search, news mode, an...

Search the web using Google Custom Search Engine (PSE). Use this when you need live information, documentation, or to research topics and the built-in web_search is unavailable.

The official search utility for Agnxi.com - The premier directory of AI Agent Tools, MCP Servers, and Skills.

Search the web using SearXNG. Use when you need current information, research topics, find documentation, verify facts, or look up anything beyond your knowledge. Returns ranked results with titles, URLs, and content snippets.

Baidu Academic Search Tool enables the retrieval of both Chinese and English literature, covering various types of literature such as academic journals, conference papers, and dissertations.

Free AI search via Exa MCP. Fall back to Multi Search Engine if not successfull. All without API keys. IMPORTANT Should always use web-search-free skill befo...

AI-optimized web search via Bailian(Alibaba ModelStdio) API. Returns multisourced, concise web search results for LLMs.

Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and Wolfra...

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

Search news articles via NewsAPI with filtering by time windows, sources, domains, and languages.

AI-optimized web search via Tavily API proxy, providing concise and relevant results with options for deep or news-focused queries.

Aggregated search aggregator using Google CSE, GNews RSS, Wikipedia, Reddit, and Scrapling.

使用 UniFuncs API 进行深度搜索，高速全面地搜索信息。当用户需要深度搜索、深搜、全面信息收集时使用。

Free, unlimited web search for AI agents via SearXNG — no API keys needed.

使用 GLM 联网搜索 MCP 进行网络搜索。触发条件：(1) 用户要求进行网络搜索、在线搜索、查找信息 (2) 需要查询最新资讯、新闻、资料 (3) 使用 GLM 的 web_search 功能

AI-optimized web search using Tavily API providing concise, relevant results and optional deep or topic-specific queries for AI agents.

AI-optimized web search via Z.AI Web Search API. Returns structured results (title, URL, summary) for LLM processing.

使用智谱 Web Search API 进行网络搜索。当用户需要搜索最新信息、查找实时数据、查询新闻、研究某个话题或获取网络上的信息时使用。支持多种搜索引擎（智谱基础版/高阶版、搜狗、夸克），可配置搜索范围、时间筛选、结果数量等参数。

Domain-restricted full-text search over curated technical documentation

Self-hosted private web search using SearXNG. Use when privacy is important, external APIs are blocked, you need search without tracking, or want to avoid pa...

AI-optimized web search and content extraction via BytePlus InfoQuest API. Returns concise, relevant results for AI agents with time filtering and site-speci...

AI-optimized web search via Tavily API. Returns concise, relevant results for AI agents.

Neural web search, similar-page discovery, and URL content fetching via the Exa AI search engine. USE WHEN: user asks to search the web, find articles/repos/...

Search the web using Cloudsways TruthSearch API. Returns highly relevant results with dynamic summaries, snippets, and optional full-text content. Use when y...

统一封装博查（Bocha）全系搜索接口（Web Search / AI Search / Agent Search / Reranker），使用 Node.js 脚本调用并支持标准参数与原始 JSON 透传。用户提到“博查搜索/联网搜索/AI 搜索/Agent 搜索/重排/rerank/事实核查/行业研报检索”时使用。

Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.

百度 AI 搜索。支持网页搜索、百度百科、秒懂百科、AI 智能生成四种模式。自动包含当前日期上下文。当用户要求搜索信息、查询百科、获取最新资讯、搜索新闻、查找资料时使用。

Advanced web search using the Querit API with support for site filtering, time ranges, geolocation, and language targeting.

Firecrawl CLI for web scraping, crawling, and search. Scrape single pages or entire websites, map site URLs, and search the web with full content extraction. Returns clean markdown optimized for LLM context. Use for research, documentation extraction, competitive intelligence, and content monitoring.

Adaptive web scraping framework with anti-bot bypass and spider crawling.

Web crawling and scraping tool with LLM-optimized output. 网页爬虫爬取工具 | Web crawler, web scraper, spider. DuckDuckGo search, site crawling, dynamic page scrapin...

Provides up-to-date tech news and AI research by scraping major AI company blogs and retrieving relevant papers from arXiv.

Firecrawl CLI for web scraping, crawling, and search. Scrape single pages or entire websites, map site URLs, and search the web with full content extraction....

Batch web scraping for competitor analysis, price monitoring and market research

Extract contact information from a website using a 3-tier approach. Direct HTML scraping, WHOIS lookup, then Hunter.io API domain search for verified busines...

Provides access to MCP tools for web search, advanced search, code context, deep research, crawling, company research, and LinkedIn search.

Perform advanced web crawling and content extraction with multi-page crawling, search result parsing, pattern filtering, and screenshot capture using the Wry...

AI-powered web and code search, content extraction, URL crawling, and asynchronous research with customizable schema and filters using EXA_API_KEY.

Web scraping, crawling, and search via Firecrawl API. Converts web pages to clean markdown/JSON optimized for AI consumption. Use when you need to extract co...

Generate XML sitemaps by crawling a website. Use when a user needs to create a sitemap.xml for SEO, audit site structure, discover all pages on a domain, or...

专为需要直接操作系统应用并进行深度数据分析的场景设计。 【强制触发场景】： - 用户提及 Excel、WPS、Word、TXT、Markdown、RTZ 等文件的读取/写入/操控 - 用户想从任何应用中「抓取」「提取」「获取」数据 - 用户需要对数据进行「深度分析」「趋势研究」「异常检测」「预测」 - 用户要求生...

Use this skill when users need to search for datasets, download data files, or explore data repositories. Triggers include: requests to "find datasets", "search for data", "download dataset from Kaggle", "get data from Hugging Face", "find ML datasets", or mentions of data repositories like Kaggle, UCI ML Repository, Data.gov, or Hugging Face. Also use for previewing dataset statistics, generating data cards, or discovering datasets for machine learning projects. Requires OpenClawCLI installation from clawhub.ai.

Track competitors with pricing alerts, feature changes, positioning analysis, and strategic dossiers.

Generate daily, weekly, and alert reports tracking leads, outreach, cost, priorities, and issues, saving structured summaries for progress monitoring.

AWS ECS production health monitoring with CloudWatch log analysis — monitors ECS service health, ALB targets, SSL certificates, and provides deep CloudWatch...

Parse, search, and analyze application logs across formats. Use when debugging from log files, setting up structured logging, analyzing error patterns, correlating events across services, parsing stack traces, or monitoring log output in real time.

Tracks AI API usage by logging calls, reporting spending by model and period, and suggesting cheaper models to optimize costs.

Track and summarize daily income by logging transactions, generating reports, and analyzing revenue by source and skills.

AI research pipeline with automatic SQLite logging and Langfuse tracing

AI research pipeline with automatic logging. Search via Perplexity, auto-save results to SQLite with topic and project metadata, full Langfuse tracing. Never...

AI-orchestrated usability testing using Amazon Nova Act. The agent generates personas, runs tests to collect raw data, interprets responses to determine goal achievement, and generates HTML reports. Tests real user workflows (booking, checkout, posting) with safety guardrails. Use when asked to "test website usability", "run usability test", "generate usability report", "evaluate user experience", "test checkout flow", "test booking process", or "analyze website UX".

Use when validating product opportunities, mapping assumptions, planning discovery sprints, or testing problem-solution fit before committing delivery resour...

Optimize content to get cited by AI search engines — ChatGPT, Perplexity, Google AI Overviews, Claude, Gemini, Copilot. Use when you want your content to app...

Build a focused literature and citation briefing from PapersFlow. Use when the user wants paper search, citation verification, related-paper discovery, or ci...

Autonomous GitHub Issue Resolver Agent with guardrails. Use when the user wants to discover, analyze, and fix open issues in GitHub repositories. Triggers on...

Analyze any GitHub repository in AI-friendly format. Convert entire repos to single markdown documents, generate architecture diagrams with Mermaid, inspect...

GitHub Research Assistant. Use this skill when the user wants to analyze a GitHub repository. Analysis dimensions -- 1) Basic information; 2) Purpose, what i...

Search and analyze trending GitHub repositories by topics, star count, and creation date. Supports filtering by multiple tags, minimum stars, and time range....

A complete 6-phase workflow for researching codebases, designing enhancement proposals, and publishing RFCs to GitHub. Covers code analysis, academic researc...

Manage and enforce least-privilege execution, approval-based elevation, port and egress monitoring, and ISO 27001/NIST compliance reporting for OpenClaw secu...

Help AI agents recognize and respond to potentially malicious skill patterns from public registries. Based on Snyk ToxicSkills research showing 13.4% of skil...

Security guard for OpenClaw users. Audit configs, scan secrets, manage access, and generate security reports.

AI财务报表生成器（付费版）- 开通会员高效财务工作

Search products across 8 Chinese e-commerce platforms: Taobao, Tmall, JD, PDD, 1688, AliExpress, Douyin, XHS. Zero-config — no API keys needed. Powered by Sh...

Search for products on Chinese e-commerce platforms (Taobao, JD, Vipshop, PDD, Meituan, Ele.me, etc.) using web search. This skill helps users find products,...

Monitors and compares product prices across Amazon, Zalando, eBay, AliExpress, and others for competitive analysis and dynamic repricing.

SEO specialist agent with site audits, content writing, keyword research, technical fixes, link building, and ranking strategies.

Perform deep SEO competitor analysis, including keyword research, backlink checking, and content strategy mapping. Use when the user wants to analyze a website's competitors or improve their own SEO ranking by studying the competition.

This skill should be used when analyzing HTML/CSS websites for SEO optimization, fixing SEO issues, generating SEO reports, or implementing SEO best practices. Use when the user requests SEO audits, optimization, meta tag improvements, schema markup implementation, sitemap generation, or general search engine optimization tasks.

SEO-optimized article generator with automatic affiliate link integration. Generate high-ranking content with keyword research, structured data, and monetization built-in.

Scan websites and content to identify SEO gaps, analyze meta tags, technical factors, keyword use, and provide competitor comparison insights.

End-to-end SEO content creation workflow. Researches keywords, analyzes search intent, generates optimized outlines, and produces draft content with on-page...

SEO content brief creation with keyword research, search intent analysis, and content structure. Covers SERP analysis, heading hierarchy, word count targets,...

Comprehensive SEO auditor that analyzes technical SEO, on-page optimization, content quality, and site architecture. Produces a scored report with prioritize...

AI-powered SEO keyword research, competitor analysis, and content opportunity identification for any niche. Find the exact keywords your target audience sear...

End-to-end SEO article pipeline for any blog. Research keywords → analyze competition → write article → generate images → fact-check → humanize → assemble →...

Advanced SEO content creation with multi-language support, content refresh, SEO scoring, and competitor analysis. Perfect for content creators and agencies.

Run comprehensive SEO audits on any website and generate actionable reports. Use when the user asks to audit a website's SEO, check technical SEO issues, ana...

This skill should be used when the user asks to "analyze competitors", "competitor SEO", "who ranks for", "competitive analysis", "what are my competitors do...

Expert guidance on AI Visibility and Local SEO from Local Falcon, the pioneer of geo-grid rank tracking. Provides deep knowledge on optimizing for AI search platforms (ChatGPT, Gemini, AI Mode, AI Overviews, Grok), local pack rankings, Google Business Profile optimization, and actionable strategies for agencies, enterprises, and SMBs. Includes guidance on using Local Falcon's MCP server for data-driven analysis.

Scrape Google search results (SERP) for SEO analysis, keyword tracking, and competitive intelligence. Extract organic results, featured snippets, People Also...

Search Google and gather SEO data using the DataForSEO API. Supports SERP results, keyword data, backlinks, and on-page analysis. Use when you need high-volu...

Generate daily AI Twitter report from top AI researchers and companies. Use when user asks for AI Twitter summary, daily AI news, or wants to track AI commun...

Twitter keyword search, monitoring, and trend analysis via GraphQL

Research, analyze, and track Twitter influence with TwitterScore.io API. Get scores, analyze followers, track growth, and compare accounts.

X/Twitter research skill powered by TwitterAPI.io. Agentic search, profile analysis, thread reading, watchlists, and sourced briefings. Use when asked to sea...

Format and deliver rich Telegram messages with HTML formatting via direct Telegram API. Auto-invoked by the main session for substantive Telegram output — no other skills need to call it. Decision rule: If your Telegram reply is >3 lines or contains structured data (lists, stats, sections, reports), spawn this as a Haiku sub-agent to format and send. Short replies (<3 lines) go directly via OpenClaw message tool. Handles: research summaries, alerts, status updates, reports, briefings, notifications — anything with visual hierarchy.

Secure, sandboxed filesystem access enabling agents to list, read, write, create, move, delete, search files and directories within allowed paths.

AI-first security intelligence with LLM-powered intent analysis. 743+ findings from 361+ skill audits, 25 pattern rules, 22 attack classes.

Discover, search, and manage MCP (Model Context Protocol) servers. Use when the user needs to find MCP servers, get server information, generate MCP client c...

Access Ahrefs SEO data for site analysis, keyword research, backlink and competitor insights, rank tracking, and technical SEO audits via MCP integration.

Israeli grocery shopping and price-comparison assistant over Salai MCP. Use when you need product search, autocomplete, cross-retailer price comparison, cart...

Token-based context compaction for local models (MLX, llama.cpp, Ollama) that don't report context limits.

Context window hygiene for long-running LLM agents. Decision rules for when and how to compress, mask, switch, or delegate context — backed by research (JetB...

Context-aware recommendations. Learns preferences, researches options, anticipates expectations.

API-key-free online research via the built-in browser tool. Use this skill when web_search fails due to missing keys, and you still need web evidence.

Search the web and read page contents without API keys. Use when you need to search via DuckDuckGo/Brave/Google (multi-page), extract readable text from URLs...

Openclaw/Trae 联网搜索国内方案，使用火山引擎联网问答智能体 API 进行网络搜索问答。

Unified web search skill. Fallback order — web_search(Brave) → duckduckgo → claude.ai. Auto-cache search results (saved to memory/research/)

Unified web search skill. Fallback order — web_search(Brave) → duckduckgo → claude.ai. Auto-cache search results (saved to memory/research/)

中文网页搜索 - 聚合 13+ 免费搜索引擎，包含公众号文章搜索

Web performance measurement and debugging toolkit. Use when the user asks about web performance, wants to audit a page, or says "analyze performance", "debug...

Rust language server (rust-analyzer) providing code intelligence and analysis for .rs files. Use when working with Rust code that needs autocomplete, go-to-definition, find references, error detection, or refactoring support.

Analyze AWS Cost & Usage Reports to identify top cost drivers, waste, and anomalies across all linked accounts

Analyze AWS CloudTrail logs for suspicious patterns, unauthorized changes, and MITRE ATT&CK indicators

Recommend optimal GCP Committed Use Discount portfolio (spend-based vs resource-based) with risk analysis

Autonomously research B2B SaaS trends, find a problem, and build/deploy a solution website to Vercel quickly. Use when asked to "build a website", "run websi...

Local semantic memory with Qdrant and Transformers.js. Store, search, and recall conversation context using vector embeddings (fully local, no API keys).

Local semantic memory with vector search and Transformers.js. Store, search, and recall conversation context using embeddings (fully local, no API keys).

Generate, store, and search vector embeddings with provider selection, chunking strategies, and similarity search optimization.

Local semantic memory with Qdrant and Transformers.js. Store, search, and recall conversation context using vector embeddings (fully local, no API keys).

Backend retrieval skill for structured search of occupational health standards and documents, returning relevant text with source and clause details.

Efficiently perform web searches using the mcp-local-rag server with semantic similarity ranking. Use this skill when you need to search the web for current information, research topics across multiple sources, or gather context from the internet without using external APIs. This skill teaches effective use of RAG-based web search with DuckDuckGo, Google, and multi-engine deep research capabilities.

Deep reasoning. Accurate data. Beautiful design. The three things every great document needs — and most AI gets wrong. #1 on DeepResearch Bench (Feb 2026), powered by SOTA search models, and state-of-the-art PDF generation. Create resumes, contracts, reports, proposals, invoices, certificates, and any professional document.

Java Maven multi-module project documentation generator. Supports MyBatis SQL mapping, Maven dependency analysis, generates L3(file-level) to L2(module-level...

Organizes and formats group discussions, meetings, and research into clear, complete Feishu documents with proper structure, visuals, and security.

Convert Markdown files to professional PDF documents with full CJK (Chinese/Japanese/Korean) support. Uses reportlab for reliable rendering without external...

Generate well-structured technical documents, reports, and summaries with consistent formatting. Use this skill whenever the user asks to write a technical d...

Summarizes technical documents into structured markdown with key points and potential risks for clear analysis and review.

This skills helps agents to review and polish research papers written in LaTeX, focusing on writing clarity, grammar, LaTeX best practices, and document stru...

Extract text, search inside PDFs, and produce summaries.

Generate publication-ready scientific articles in PDF format with AI-powered research and citations

Analyze CSV/Excel files with natural language. Get statistics, filter rows, find anomalies, generate summaries, and export results. No pandas needed — uses P...

Analyze social media post titles to discover what makes content perform well. Use when user uploads data (Excel, CSV, JSON, text) with titles and engagement...

Process, transform, analyze, and report on CSV and JSON data files. Use when the user needs to filter rows, join datasets, compute aggregates, convert formats, deduplicate, or generate summary reports from tabular data. Works with any CSV, TSV, or JSON Lines file.

Load, explore, clean, analyze, and visualize CSV data to provide statistical summaries, correlations, filtered views, and charts for insights.

Professional pharmaceutical CSV analysis with regulatory compliance, OOS/OOT detection, stability trending, and GMP-compliant reporting. Use for batch record...

Read, summarize, and search contents of local text, markdown, JSON, DOCX, and PDF files within authorized paths under 10MB.

Advanced filesystem operations - listing, searching, batch processing, and directory analysis for Clawdbot

Advanced filesystem operations - listing, searching, batch processing, and directory analysis for Clawdbot

local document summary & analysis tool. triggers: 帮我总结, 总结文件, 分析文档, 分析总结, 总结一下, 分析一下 summarize for me, analyze for me, summarize the file, analyze the docume...

Advanced filesystem operations - listing, searching, batch processing, and directory analysis for Clawdbot

Perform advanced filesystem tasks including recursive listing, name/content searching, batch copying/moving/deleting, and directory size and type analysis.

Perform advanced filesystem tasks including listing, recursive file searches, batch copying/moving/deleting, directory size analysis, and file type filtering.

Work safely with files inside the OpenClaw workspace sandbox. Use for listing directories, reading text files, writing text files, and searching files by nam...

Search and analyze the Jeffrey Epstein email archive (1.78M emails, 4,500+ iMessages, 18K photos, 1.4M documents, 473 identified people) via jmail.world's of...

Write session summaries to daily memory files and search session history so OpenClaw can recall and cite past conversations.

Enable and configure Moltbot/Clawdbot memory search for persistent context. Use when setting up memory, fixing "goldfish brain," or helping users configure memorySearch in their config. Covers MEMORY.md, daily logs, and vector search setup.

Local memory management for agents. Compression detection, auto-snapshots, and semantic search. Use when agents need to detect compression risk before memory loss, save context snapshots, search historical memories, or track memory usage patterns. Never lose context again.

Persistent memory toolkit for AI agents. Save context, recall insights, track decisions across sessions.

Fast semantic memory system with JSON indexing, auto-consolidation, and <20ms search. Capture learnings, decisions, insights, events. Use when you need persistent memory across sessions or want to recall prior work/decisions.

Persistent, locally stored semantic memory for agents with automatic learning, searchable facts, and optional paid unlimited retention across all sessions.

Configure and validate OpenClaw memory recall for persistent context. Use when enabling memory_search/memory_get, fixing poor memory recall, or setting up ME...

Analyzes conversation history, extracts user preferences and feedback, updates memory files automatically.

Intelligent memory management for agents with short/long-term memory layering, semantic search, auto summarization, RAG enhancement

Edge-optimized RAG memory system for OpenClaw with semantic search. Automatically loads memory files, provides intelligent recall, and enhances conversations...

See exactly what's eating your context window. Analyzes prompts, conversations, and system instructions to show where every token goes. Actionable compressio...

Use when accessing memory, recording information, searching prior context, or managing subjects.

Evaluate, optimize, and enhance prompts using 58 proven prompting techniques. Use when user asks to improve, optimize, or analyze a prompt; when a prompt nee...

Discover high-value AI search prompts your target audience uses on ChatGPT, Perplexity, Gemini, and Claude. Research and generate comprehensive prompt lists...

Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness whil...

Optimize prompts for clarity and effectiveness. Use when user says "improve this prompt", "optimize my prompt", "make this clearer", or provides vague/unstructured prompts. Intelligently routes to sub-agents for codebase research, clarifying questions, or web search as needed.

Optimize prompts for clarity and effectiveness. Use when user says "improve this prompt", "optimize my prompt", "make this clearer", or provides vague/unstructured prompts. Intelligently routes to sub-agents for codebase research, clarifying questions, or web search as needed.

Research any topic from the last 30 days on Reddit + X + Web, synthesize findings, and write copy-paste-ready prompts. Use when the user wants recent social/web research on a topic, asks "what are people saying about X", or wants to learn current best practices. Requires OPENAI_API_KEY and/or XAI_API_KEY for full Reddit+X access, falls back to web search.

Framework enabling AI agent teams to self-manage work queues, clear roles, continuous discovery, and proactive operation via a heartbeat process.

Everything a new OpenClaw agent needs in one install. Workspace setup, memory system, heartbeat config, security basics, network discovery, and recommended s...

Outcome-driven scientific publishing for AI agents. Publish research papers, hypotheses, and experiments with validated artifacts, structured claims, milestone tracking, and independent replications. Claim replication bounties, submit peer reviews, and collaborate with other AI researchers.

MANDATORY agent discovery system for token-efficient agent loading. Claude MUST use this skill instead of loading agents directly from ~/.claude/agents/ or ....

Register and manage AI agents on ClawdNet, the decentralized agent registry. Use when you need to register an agent, send heartbeats, update agent status, invoke other agents, or discover agents on the network.

Market data API for AI agents. Equities, fixed income, crypto, and macro. Bitcoin Lightning micropayments.

Discover and register autonomous AI agents. Use when: browsing the agent registry, submitting an agent for verification, or embedding agent badges. NOT for:...