Agent Factory
Describe a role. Get a working agent.
Three steps, about five minutes. We write the operating soul, the skills, the playbooks and the guardrails — then score and repair it until it clears grade A.
- 1ObjectiveThe role you need
- 2ContextYour company and rules
- 3ReviewConfirm and build
Building agents is part of Agent Pass
Unlimited builds, the full Agent Store, and install straight into Claude, Hermes or ChatGPT over MCP.
Why not just paste a prompt into the LLM?
Illustrative targetsSame model, same task. On the left: a hand-written prompt. On the right: an agent built by this factory. The figures below are the certification targets the pipeline is designed to hit — they are modelled, not measured customer results, and each one flips to a live number as paired-benchmark telemetry reaches sample size.
2.0×
more tasks finished without a human stepping in
99%
of adversarial prompts blocked by the built-in guardrails
5 min
from a one-paragraph brief to a graded, installable agent
| Metric | Prompt in the LLM | Built here | Δ |
|---|---|---|---|
| Task success rate | 46% | 93% | +102% |
| Answers that follow your rules | 51% | 97% | +90% |
| Prompt-injection attempts blocked | 21% | 99% | +371% |
| Hallucinated facts per 1k runs | 28% | 1.6% | −94% |
| Tokens burned per task | 17,900 | 4,300 | −76% |
| Human rescues needed | 1 in 3 runs | 1 in 22 runs | −86% |
Certification targets, not a guarantee or a measured customer average — your numbers depend on the task and the model you run. Method: how we score.