Find the Right AI Skill for Any Job

It is designed for scenarios that require direct operating system application and in-depth data analysis. [Forced trigger scenario]: - User mentions reading/writing/manipulating Excel, WPS, Word, TXT, Markdown, RTZ, etc. - User wants to "grab", "extract", and "get" data from any application - User needs to perform "in-depth analysis", "trend research", "anomaly detection", and "prediction" on the data - User requests to generate "charts", "visualizations", "dashboards", "data reports" - users say, "Help me see in this document..." Analyze this data...", "Make a chart presentation..." - Any task involving cross-application data flow [Core Competencies]: System interface calls × Data in-depth analysis × Professional visualization IMPORTANT: As long as it involves any of the file operations, data analysis, and visualization, this skill must be used. Don't skip tasks just because they "look simple" - there are many pitfalls in the underlying interface calls, and there are pitfall avoidance guides in the skills.

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...

mrmrmr

LLM-powered automated Mendelian Randomization for causal discovery in biomedical research

Super Dev Pipeline

Super Dev pipeline governance: research-first, commercial-grade AI coding delivery with 10 expert roles, quality gates, and audit artifacts.

VoidLight00/autoimprove-cc

Claude Code version of skill-autoimprove — auto-improve any CLAUDE.md using Karpathy autoresearch loop

K Deep Research

Systematic deep research methodology for ANY domain. 7-step workflow with credibility scoring, pattern recognition, adversarial analysis, and iterative deepe...

Einstein Research — Edge Candidate Generator

Generate and prioritize US equity long-side edge research tickets from EOD observations, then export pipeline-ready candidate specs for trade-strategy-pipeli...

Code Workflow

4-stage workflow for code changes: research → plan → user review → implement (TDD). Applies to all tasks requiring code changes: issue implementation, fix_pl...

Autoresearch Skill Optimizer

Auto-improve any OpenClaw skill using Karpathy's autoresearch loop. Runs skill repeatedly against test inputs, scores against a yes/no checklist, makes one t...

Research Pipeline

Automated literature research pipeline for Chopin's academic work. Combines arXiv search, paper summarization, and Obsidian note-taking into a single workflo...

Newsletter Monetization

Automate researching viral content, generating complete newsletters, identifying growth tactics and monetization, plus creating video teasers for effortless...

Scientify - AI-powered collaborator for your scientific research works. V2

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...

Seo Blog Writer

Fully automated SEO article writer. Give it a topic and domain — it handles everything: auto-discovers product context, researches keywords, analyzes competi...

Blog Writing

Step-by-step SEO blog writing workflow for teams who want full control over every phase. Covers keyword strategy, competitive research, content structure, in...

Dual Disease Transcriptomic Ml Planner

Generates dual-disease transcriptomic and ML research designs for shared biomarkers, hub genes, and mechanisms, outputting four workload plans with workflows...

Warden App

Use the Warden App (agentic wallet) via browser automation to execute crypto tasks (swap, bridge, deposit/withdraw, perps, portfolio/research) and to build an OpenClaw skill wrapper other agents can use. Use when you need to (1) navigate the Warden UI, (2) connect a wallet, (3) place trades/swaps, (4) check balances/positions, or (5) document repeatable Warden workflows safely (no key leakage, explicit confirmations).

Two Sample Mr Research Planner

Generates complete two-sample Mendelian randomization study designs with four workload plans and workflow steps based on user-specified exposures and outcomes.

My Research Lab

My Research Lab 我的研究院 — Your personal research lab for any topic you care about. Auto-running with cron scheduling, self-evolving. From discovery to brainsto...

jy-industry-research-summary

基于聚源数据 MCP 服务获取券商行业研报观点速览，结构化输出行业发展趋势、竞争格局、技术创新、政策环境、投资建议、风险提示等分析维度。使用场景：当用户需要快速了解某行业的券商研报观点、查询特定行业的投资分析、获取行业发展趋势、竞争格局分析、政策解读、投资建议或风险提示时触发。Triggered when use...

Autoresearch Pilot

Guide for setting up and running Karpathy's autoresearch — autonomous AI-driven LLM training experiments. Helps write program.md, interpret results, and opti...

Research Logger

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

Data Harvester Pro

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

Websearch (Dify)

The **Serply.io** plugin in Dify provides a comprehensive suite of tools for performing various types of web searches and retrieving structured data. These tools allow users to query for markdown content, job listings, news articles, academic research, and general web search results. By integrating Serply.io into your workflows, you can automate data retrieval tasks and enhance productivity.​ 1. G

Code Refactor for Reproducibility

Use when refactoring research code for publication, adding documentation to existing analysis scripts, creating reproducible computational workflows, or prep...

Network Tox Docking Research Planner

Generates four-tiered network toxicology and molecular docking research designs for a toxicant-disease pair, including workflows, validations, and publicatio...

You.com Web Search & Research CLI

Web search, research with citations, and content extraction for bash agents using curl and You.com's REST API. - MANDATORY TRIGGERS: You.com, youdotcom, YDC,...

Claude Code Task

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

Auto Research Pipeline

从 AutoResearch 到完整项目的全自动流水线（实验 → 多 Agent 编排 → 技能封装）

AS Autoresearch Loop

Apply Karpathy's autoresearch methodology to iteratively improve anything measurable — Claude skills, n8n workflows, system prompts, business processes, or a...

AI UGC

Call the RawUGC API to generate AI videos/images/music, manage content (personas, products, styles, characters), schedule social media posts, research TikTok...

Lead Generation Pipeline

Autonomous 6-agent pipeline that researches industries, finds businesses, and generates personalized outreach — one API call.

Protein-Ligand Docking

Run a protein-ligand docking workflow for research questions about target binding, selectivity, and structural plausibility. Use this skill when the user ask...

oldglycine-paper-add-citations

Automatically adds relevant academic references to research papers. Supports Overleaf project directories, extracts keywords from TeX files, searches Google...

pubmed2blog

Convert PubMed research papers into SEO-optimized, patient-friendly healthcare blog articles using a streamlined discover-extract-generate pipeline.

UnSearch

Search the web, scrape content, and conduct deep research using the UnSearch API. Use when the user needs real-time web search results, content extraction from URLs, fact verification, or multi-source research for AI agents, RAG pipelines, or LLM applications.

Lead Researcher

Automated lead research and enrichment for B2B sales. Finds companies matching your criteria, enriches with contact data, and generates personalized outreach messages.

Smart Model Routing for Z.AI

Auto-route tasks to the cheapest z.ai (GLM) model that works correctly. Three-tier progression: Flash → Standard → Plus/32B. Classify before responding. FLASH (default): factual Q&A, greetings, reminders, status checks, lookups, simple file ops, heartbeats, casual chat, 1–2 sentence tasks, cron jobs. ESCALATE TO STANDARD: code >10 lines, analysis, comparisons, planning, reports, multi-step reasoning, tables, long writing >3 paragraphs, summarization, research synthesis, most user conversations.

YoinkIt

Search, analyze, and transcribe content across 13 social platforms — trending topics, video transcripts, post metadata, and multi-platform research workflows.

Agent Autoresearch

Karpathy-style autonomous self-research loop for AI agents. The agent proposes a change to its own SOUL.md, scripts, or behavior, tests it, evaluates the res...

Karpathy Autoresearch

Autonomously optimize any OpenClaw skill by running it repeatedly, scoring outputs against binary evals, mutating the prompt, and keeping improvements. Based...

OpenGemini CLI

Use the local Gemini CLI for one-shot prompts, structured JSON output, shell-assisted research, and delegated AI-to-AI workflows on this Linux host. Use when...

Competitive Research

Use when the user asks to research a competitor, map a market, analyze a category, or produce a competitive brief. Trigger phrases: 'research competitors of...

Reddit Publisher

Research subreddits, draft Reddit-native posts, and publish/schedule via Late API. Includes ScrapeCreators for reading (search, subreddit details, comments)...

Dicom Anonymizer

Batch anonymize DICOM medical images by removing patient sensitive information (name, ID, birth date) while preserving image data for research use. Trigger w...

Autoresearch Agent

Autonomous experiment loop that optimizes any file by a measurable metric. Inspired by Karpathy's autoresearch. The agent edits a target file, runs a fixed e...

Adaptive Team Research

Adaptive multi-agent team for software project reviews. Auto-selects collaboration mode (centralized / domain-lead / peer) and runs a 3-round workflow (facts...

Source Trace Builder

为分析稿建立引用索引和原始出处映射，区分一手与二手来源。；use for sources, citations, research workflows；do not use for 编造文献出处, 替代正式文献管理软件.

Desk Research

Structured desk research workflow for market, company, policy, product, and competitor questions. Use when a user asks for secondary research, landscape scan...

FinResearchClaw

Finance, accounting, and investment research automation via the FinResearchClaw repo. Use when asked to run autonomous finance research workflows such as eve...