Creating high-performing LLM agents doesn’t have to start from scratch. Whether you're new to LLM evaluation or looking to fast-track development, Precision’s Agent Library is your plug-and-play solution.
Our pre-configured agents are available free for beginner users, ready to be added to your agent workspace with one click.
👉 Explore the Agent Library Now: https://precisionapp.ai/agent-library
🧠 What Is the Agent Library?
The Agent Library is a curated collection of ready-to-use LLM evaluator agents designed to help you evaluate model outputs with structure, consistency, and confidence.
Each agent in the library is built using battle-tested components:
✅ Predefined evaluation prompt (refined through training & iterations)
✅ 3 real-world sample questions
✅ 3 bad responses
✅ 3 good responses
These components work together to teach the agent how to think, grade, and analyze like a human reviewer—without the guesswork.
🚀 Why Use the Agent Library?
Manually creating an evaluator agent takes time—and the right data. The Agent Library removes that friction by giving you prebuilt agents designed by experts and tested across thousands of evaluations.
Benefits:
🔧 No setup required—add to your dashboard in seconds
📈 Built-in examples to guide performance
🧪 Ideal for new users learning how agents work
⚡ Fast-start for developers building LLM feedback loops
📚 Helpful for teams without prompt engineering expertise
🆓 Free for Beginner Users
We’re offering access to the Agent Library 100% free for beginner-tier users on Precision. It’s our way of helping you get started faster and smarter, without hitting a wall on day one.
Once added, these agents appear in your personal Agent Workspace, where you can:
Customize them
Use them in Quick Evaluation
Run Dataset Evaluations
Integrate them into your Precision API workflows
✨ What’s Inside Today?
Each agent is tailored to a specific evaluation focus and includes:
A high-quality evaluation prompt
3 question scenarios
3 bad and 3 good response examples
Scoring logic optimized for 0–10 feedback
We’ll be expanding this library over time—so keep checking back.
🛠️ How to Add Agents from the Library
Go to the Agent Library: 👉 https://precisionapp.ai/agent-library
Browse the available agents
Click “Add to My Agents”
Visit your Agents Dashboard to start using or editing the agent
🧭 Where to Use These Agents
Once added, you can use these agents in:
⚡ Quick Evaluation
📊 Dataset Evaluation
🧩 API-based Evaluation
🧪 A/B testing across prompts
🧠 Prompt engineering experiments
🧰 Fine-tuning feedback loops
📌 Final Thoughts
The Agent Library is more than a starting point—it’s a performance shortcut. Whether you're validating LLM quality, comparing outputs, or building reliable agents at scale, these templates can help you get there faster.
Don’t reinvent what’s already built. Use what works. Start free.
👉 Access the Agent Library now: https://precisionapp.ai/agent-library
Need help using or customizing library agents? Reach out through your Precision dashboard support tab anytime.