# Third-party notices

The research harness is original MIT-licensed software. The task manifests,
source/test patch excerpts, and validation records describe changes from three
public upstream projects. Those excerpts remain subject to their upstream
licenses and are not relicensed by this repository:

- [GitLab Runner](https://gitlab.com/gitlab-org/gitlab-runner), MIT License.
- [GitLab CLI (`glab`)](https://gitlab.com/gitlab-org/cli), MIT License; its
  upstream documentation may additionally use CC BY-SA 4.0.
- [python-gitlab](https://github.com/python-gitlab/python-gitlab), GNU Lesser
  General Public License v3.0.

Each task manifest records the upstream repository identity and exact source
commit. Repository checkouts are not redistributed in the compact release.
Users who reconstruct tasks should retain the corresponding upstream copyright
and license notices.

Model weights are not included. Model and embedding names are used for
scientific identification only; their original licenses and usage terms apply.
LM Studio, FAISS, Tree-sitter, sqlite-vec, Python packages, and cited agent
systems are independent third-party projects and are not bundled beyond normal
package metadata or bibliographic references.