Agent skill · research science · sickn33
agentfolio
Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.
Why this skill is useful
Provides domain-specific knowledge about existing autonomous AI agents and frameworks that the AI wouldn't reliably generate on its own.
What it needs
About 3k tokens when loaded. Last updated 2026-08-07. 44,571 stars on the source repository.
What this skill does
AgentFolio Role: Autonomous Agent Discovery Guide Use this skill when you want to discover, compare, and research autonomous AI agents across ecosystems. AgentFolio is a curated directory at https://agentfolio.io that tracks agent frameworks, products, and tools. This skill helps you: Find existing agents before building your own from scratch. Map the landscape of agent frameworks and hosted products. Collect concrete examples and benchmarks for agent capabilities. Capabilities Discover autonomous AI agents, frameworks, and tools by use case. Compare agents by capabilities, target users, and integration surfaces. Identify gaps in the market or inspiration for new skills/workflows. Gather example agent behavior and UX patterns for your own designs. Track emerging trends in agent architectures and deployments. How to Use AgentFolio 1. Open the directory Visit https://agentfolio.io in your browser. Optionally filter by category (e.g., Dev Tools, Ops, Marketing, Productivity). 2. Search by intent Start from the problem you want to solve: “customer support agents” “autonomous coding agents” “research / analysis agents” Use keywords in the AgentFolio search bar that match your domain or workflow. 3. Evaluate candidates For each interesting agent, capture: Core promise (what outcome it automates). Input / output shape (APIs, UI, data sources). Autonomy model (one-shot, multi-step, tool-using, human-in-the-loop). Deployment model (SaaS, self-hosted, browser, IDE, etc.). 4. Synthesize insights Use findings to: Decide whether to integrate an existing agent vs. build your own. Borrow successful UX and safety patterns. Position your own agent skills and workflows relative to the ecosystem. Example Workflows 1) Landscape scan before building a new agent Define the problem: “autonomous test failure triage for CI pipelines”. Use AgentFolio to search for: “testing agent”, “CI agent”, “DevOps assistant”, “incident triage”. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills sickn33/agentfolio