aa71e76eb9
- Add date_added to all 950+ skills for complete tracking - Update version to 6.5.0 in package.json and README - Regenerate all indexes and catalog - Sync all generated files Features from merged PR #150: - Stars/Upvotes system for community-driven discovery - Auto-update mechanism via START_APP.bat - Interactive Prompt Builder - Date tracking badges - Smart auto-categorization All skills validated and indexed. Made-with: Cursor
98 lines
4.1 KiB
Markdown
98 lines
4.1 KiB
Markdown
---
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name: agentfolio
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description: "Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory."
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risk: unknown
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source: agentfolio.io
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date_added: "2026-02-27"
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---
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# AgentFolio
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**Role**: Autonomous Agent Discovery Guide
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Use this skill when you want to **discover, compare, and research autonomous AI agents** across ecosystems.
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AgentFolio is a curated directory at https://agentfolio.io that tracks agent frameworks, products, and tools.
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This skill helps you:
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- Find existing agents before building your own from scratch.
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- Map the landscape of agent frameworks and hosted products.
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- Collect concrete examples and benchmarks for agent capabilities.
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## Capabilities
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- Discover autonomous AI agents, frameworks, and tools by use case.
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- Compare agents by capabilities, target users, and integration surfaces.
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- Identify gaps in the market or inspiration for new skills/workflows.
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- Gather example agent behavior and UX patterns for your own designs.
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- Track emerging trends in agent architectures and deployments.
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## How to Use AgentFolio
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1. **Open the directory**
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- Visit `https://agentfolio.io` in your browser.
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- Optionally filter by category (e.g., Dev Tools, Ops, Marketing, Productivity).
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2. **Search by intent**
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- Start from the problem you want to solve:
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- “customer support agents”
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- “autonomous coding agents”
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- “research / analysis agents”
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- Use keywords in the AgentFolio search bar that match your domain or workflow.
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3. **Evaluate candidates**
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- For each interesting agent, capture:
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- **Core promise** (what outcome it automates).
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- **Input / output shape** (APIs, UI, data sources).
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- **Autonomy model** (one-shot, multi-step, tool-using, human-in-the-loop).
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- **Deployment model** (SaaS, self-hosted, browser, IDE, etc.).
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4. **Synthesize insights**
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- Use findings to:
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- Decide whether to integrate an existing agent vs. build your own.
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- Borrow successful UX and safety patterns.
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- Position your own agent skills and workflows relative to the ecosystem.
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## Example Workflows
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### 1) Landscape scan before building a new agent
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- Define the problem: “autonomous test failure triage for CI pipelines”.
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- Use AgentFolio to search for:
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- “testing agent”, “CI agent”, “DevOps assistant”, “incident triage”.
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- For each relevant agent:
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- Note supported platforms (GitHub, GitLab, Jenkins, etc.).
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- Capture how they explain autonomy and safety boundaries.
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- Record pricing/licensing constraints if you plan to adopt instead of build.
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### 2) Competitive and inspiration research for a new skill
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- If you plan to add a new skill (e.g., observability agent, security agent):
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- Use AgentFolio to find similar agents and features.
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- Extract 3–5 concrete patterns you want to emulate or avoid.
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- Translate those patterns into clear requirements for your own skill.
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### 3) Vendor shortlisting
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- When choosing between multiple agent vendors:
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- Use AgentFolio entries as a neutral directory.
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- Build a comparison table (columns: capabilities, integrations, pricing, trust & security).
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- Use that table to drive a more formal evaluation or proof-of-concept.
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## Example Prompts
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Use these prompts when working with this skill in an AI coding agent:
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- “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.”
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- “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.”
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- “Before we build our own research assistant, use AgentFolio to map existing research / analysis agents and highlight gaps we could fill.”
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## When to Use
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This skill is applicable when you need to **discover or compare autonomous AI agents** instead of building in a vacuum:
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- At the start of a new agent or workflow project.
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- When evaluating vendors or tools to integrate.
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- When you want inspiration or best practices from existing agent products.
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