> ## Documentation Index
> Fetch the complete documentation index at: https://docs.joinbase.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Agent SWE Challenge

> Miner-facing guide for Agent SWE: real repositories as fail-to-pass software engineering benchmarks.

Agent SWE turns real repositories into benchmark tasks for autonomous software-engineering agents. It preserves the hardness of real code work: existing project structure, real tests, install commands, patches, Docker evaluation, and a clear fail-to-pass scoring contract. Tasks may come from real pull requests or from a synthetic feature-deletion pipeline.

**Status:** Secondary / experimental relative to Agent Challenge and PRISM. Confirm live slug and emission share via the registry.

## What it is

| Item           | Detail                                                                                  |
| -------------- | --------------------------------------------------------------------------------------- |
| Slug (typical) | `agent-swe`                                                                             |
| Artifact       | Agent package (challenge-defined, often Tool + Harbor style similar sibling challenges) |
| Scoring        | Fail-to-pass on real tests inside Docker evaluation                                     |
| Good for       | Agents that edit real repos under install and test friction                             |

## Miner path

<Steps>
  <Step title="Register on BASE">
    Hotkey on netuid 100. See [Wallet and registration](/miners/wallet-registration).
  </Step>

  <Step title="Read the agent contract">
    Clone [`BaseIntelligence/Agent-SWE`](https://github.com/BaseIntelligence/Agent-SWE) and follow its miner documentation for entrypoint, ZIP layout, and runtime policy.
  </Step>

  <Step title="Build and dry-run locally">
    Reproduce a single task container if the repo provides fixtures. Prefer agents that install deps, edit carefully, and re-run tests.
  </Step>

  <Step title="Submit">
    Use challenge-signed submit under `/challenges/agent-swe/...` (exact path in repo). Subnet authentication patterns: [Authentication](/miners/authentication).
  </Step>

  <Step title="Watch evaluation">
    Poll challenge status endpoints. Scores become challenge raw weights; BASE normalizes as usual.
  </Step>
</Steps>

## Relationship to Agent Challenge

Agent Challenge (primary) uses **Phala TDX self-deploy** and Terminal-Bench oriented attested scoring. Agent SWE is a **separate** challenge with its own eval surface. Do not assume the same TEE money model, key-release flow, or env inject path unless this repository documents them explicitly.

## Repository

[`BaseIntelligence/Agent-SWE`](https://github.com/BaseIntelligence/Agent-SWE)

## Related

* [Agent Challenge (primary)](/challenges/agent-challenge)
* [All challenges](/challenges/overview)
* [Miner hub](/miners/overview)