> ## Documentation Index
> Fetch the complete documentation index at: https://agent-compass.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# AgentCompass

The framework paper introduces AgentCompass as shared infrastructure for evaluating agents across tasks, execution harnesses, and environments.

| Field           | Details                                                                                                      |
| --------------- | ------------------------------------------------------------------------------------------------------------ |
| Paper           | [AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities](https://arxiv.org/abs/2607.13705) |
| First submitted | 2026-07-15                                                                                                   |
| Acceptance      | Accepted to EMNLP 2026 Demo Track                                                                            |
| Topics          | Evaluation infrastructure, reproducibility, trajectory analysis                                              |

## Overview

The paper separates Benchmark, Harness, and Environment responsibilities so researchers can compose evaluation pipelines without rebuilding execution logic. It describes an asynchronous runtime with fault tolerance and trajectory analysis for investigating agent failures, including reward hacking.

## Relation to AgentCompass

This is the paper introducing the project and its evaluation design. For the current implementation and component responsibilities, see the [Architecture Overview](/en/developer_guide/architecture/overview).

## Resources

* [Paper and citation export on arXiv](https://arxiv.org/abs/2607.13705)
* [AgentCompass code](https://github.com/open-compass/AgentCompass)

[All AgentCompass research papers](/en/research/overview)