Research & Data

Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval quality, correction, boundaries, evals, and MCP/HTTP access.

Learn CLI agent architecture with practical notes and research on Claude Code and coding agents

Connect AI agents to MATLAB with expert workflows, idiomatic code, testing, and error handling for faster engineering and science tasks

Master the AI Engineer Stack: A professional-grade roadmap for Agentic Generative AI. Features Python, LangGraph, Multi-Agent workflows, Scalable RAG, Semantic Memory, and MCP integrations using LLMs from Hugging Face and OpenAI.

科研工作流 Claude 技能：覆盖选题、文献、方法、实验、写作、自审、Rebuttal、投稿九大阶段，支持 mentor / reviewer / mixed 三种模式（触发词含 reviewer mode、审查模式、mixed mode、混合模式），充当贴身导师与挑刺审稿人。

Enterprise Agentic RAG Security Copilot with guardrails, context engineering, memory, multi-agent workflow, MCP-style tools, evaluation, and observability.

Versioned AI development workflow standard for BDA teams: neutral commands, verification, feedback loop, Codex and Claude support

Search engine for AI agents — ranks sites by agentic readiness (llms.txt, OpenAPI, MCP, ai-plugin). MCP server, REST API, full-text search. 8,000+ indexed sites.

Agentic Data Engineering framework with MCP server — local LLM orchestrates DE tools via ReAct loop

Stock research skill for AI agents — A-share, HK, US. Plan → fetch → validate → report.

Multi-agent orchestration system — Claude Code orchestrates Codex + Gemini as workers. Custom MCP servers, routing rules, safety guards, and research pipeline.

Open-source metasearch backend, MCP server, and AI search API for LLM agents. Python FastAPI search gateway with Google search via SerpBase and Serper, multi-engine search aggregation, structured JSON output, provider fallback, deduplication, and SearXNG alternative architecture for agent workflows.

Search Japanese laws & regulations via the official e-Gov Law API V2 — an Agent Skill for Claude Code / Cursor / Copilot. 日本の法令調査スキル。

A collection of advanced agent skills.

A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent architecture. Current trend focus: AI assistant, emerging agent runtimes, and production AI workflow patterns.

Run an open-source AI hedge fund on Claude Code with 45 trading agents, 147 MCP tools, and paper trading by default

Dotfiles architected for MCP, Multi-Agent workflows (Cursor/Claude/Codex) & Data Engineering. Managed with chezmoi + sops + age. Turning my local environment into a portable AI-Augmented Workstation 🤖.

A library of Agentic Skills for Claude Code and LLM agents, codified from social science standards and methodological texts for doing experimental and other kinds of work.

Long-term memory skill for AI coding agents — self-hosted RAG with semantic search, multimodal documents, and knowledge graph. Works with Claude Code, OpenClaw, Codex CLI.

Self-hosted personal AI assistant on Telegram. Powered by OpenCode + Claude Sonnet (free big-pickle). OpenClaw skills compatible. SQLite + MCP live memory with optional Ollama vector search.

A curated list of resources dedicated to open source GitHub repositories related to ChatGPT, OpenAI API, and Codex.Searchable via Claude Code skills.

DeepPaperNote is an agent skill for deep-reading a single paper and generating high-quality Obsidian-style research notes. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.

Enable private, self-hosted web search for AI agents with no API key, aggregating results from 70+ sources including Google and Bing.

One Key. Infinite Skills. The universal skill layer for AI agents. Empower your agents with real-time search, scraping, and connectivity in seconds.