One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.

Open-World Self-Evolution for LLM Agents — agents that build both their skills and their own verification signals from scratch, with no target-task supervision. (Code coming soon.)

Multi-agent research automation framework for LLM agents, with adversarial lab meetings, paper-review rounds, auditable Markdown workflows, an autonomous runtime watchdog, and a pixel-art web dashboard.

LLM agents as your hyperparameter optimizer.

An MCP server that lets LLM agents play Civilization VI.

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.

MCP server for the Live Tennis API — give Claude, Cursor and other LLM agents real-time tennis scores, odds and model win-probability

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution

Durable, searchable memory of your past agent sessions.

One-stop shop for building AI-powered products and businesses with Stripe.

Turn project work into reusable knowledge — an AI-agent skill for Claude Code & Codex

Practical Agent Skills — English-for-engineers coaching, Pi Agent setup, and more. Install via npx skills add.

A Package Manager for the AgentSkills standard. Discover, Use, and Create AgentSkills with Claude Code, Codex, Gemini CLI, OpenCode and more

From thought to skill. From signal to structure.

Causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction.

turns your codebase into an autoresearch loop — discovers what to measure, instruments the benchmark, then runs tree search with parallel subagents.

An Automated AI Agent Tool for Plotting Your Data in Any Paper's Figure Style.

Compiles AI agent traces and truns them into reusable context.

MCP server for spatial transcriptomics analysis through natural language interfaces.

Multi-Agent + Automation: Workflows, Automation, Self-Improving Agents

A collection of AI agent skills for Clawdbot, Claude Code, Codex

Plan-then-build AI coding for Claude Code & Codex CLI — you approve the plan before the model writes a line of code. SPEC → PLAN → TEST → CODE → REVIEW → LEARN