Installs just this skill. Get the whole plugin for auto-invocation.
⚡ How it fires
How this skill gets triggered: by you, by Claude, or both.
Fires itselfClaude auto-loads it when your prompt matches the work.
You can call itInvoke it directly when you want it.
Slash command/agentfolio
👁️ Context preview
The summary Claude sees to decide when to auto-load this skill.
Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.
📊 Stats
Stars43,761
Forks6,465
LanguagePython
LicenseMIT
📦 Ships with agentic-awesome-skills
</> SKILL.md
agentfolio.SKILL.md
---name: agentfolio
description: "Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory."
risk: safe
source: agentfolio.io
date_added: "2026-02-27"
---# 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**
- Use that table to drive a more formal evaluation or proof-of-concept.
## Example Prompts
Use these prompts when working with this skill in an AI coding agent:
- “Use AgentFolio to find 3 autonomous AI agents focused on code review. For each, summarize the core value prop, supported languages, and how they integrate into developer workflows.”
- “Scan AgentFolio for agents that help with customer support triage. List the top options, their target customer size (SMB vs. enterprise), and any notable UX patterns.”
- “Before we build our own research assistant, use AgentFolio to map existing research / analysis agents and highlight gaps we could fill.”
## When to Use
This skill is applicable when you need to **discover or compare autonomous AI agents** instead of building in a vacuum:
- At the start of a new agent or workflow project.
- When evaluating vendors or tools to integrate.
- When you want inspiration or best practices from existing agent products.
## Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
