AI Agent Assistant

Overview

AI Agent Assistant is a conversational tool that helps users figure out how to use AI agent features across 10 major platforms. Describe what you want to accomplish, and it recommends the right platform, feature, and setup steps, backed by a curated database of 287 agentic features with verified documentation.

The Challenge

The AI agent landscape is fragmented and fast-moving. Claude, ChatGPT, Gemini, Perplexity, and Microsoft Copilot each have dozens of agentic features with different capabilities, plan requirements, and limitations. Practitioners waste hours researching which tool fits their use case. We built a single place that knows all of them.

How It Works

Describe the task you want an AI agent to handle (e.g., "monitor my inbox and draft replies")

The system evaluates whether you actually need an agentic feature or if a simpler approach works (simplest-path-first methodology)

When automation is warranted, it matches your task against a curated database of 287 features across 10 platforms

Recommendations include platform, plan requirements, setup steps, and risk flags (low/medium/high based on exposure surface and reversibility)

Optionally generate step-by-step setup instructions you can paste into an AI agent (Claude, ChatGPT, Perplexity, etc.) to execute the setup for you

Tech Stack

Lessons Learned

• Simplest-path-first beats feature-matching. Users often ask for agent features when a well-crafted prompt would do. The biggest value-add is the methodology that evaluates whether automation is actually warranted before recommending a tool.
• Bundling all context beats selective retrieval. Loading all 11 platform reference files into every request (~15K tokens) produces dramatically better recommendations than RAG-style selective loading. The quality gap is worth the token cost.
• Risk framing changes user behavior. Flagging setup steps by risk level (based on exposure surface + reversibility, not read vs. write) made users significantly more thoughtful about granting permissions. A simple "medium risk: this connects to your email" outperforms a wall of permissions text.

Status & What's Next

Beta. Live with waitlist access. 287 features tracked across 10 platforms. Weekly automated feature research updates.

Agent setup wizard (Phase 2), expanded platform coverage, usage analytics.