Skip to main content

Inspect Harbor

Harbor is a framework for building, evaluating, and optimizing AI agents in containerized environments. Inspect Harbor provides an interface to run Harbor tasks using Inspect AI.

pip install "inspect-harbor>=0.5"

Then in Python:

from inspect_ai import eval
from inspect_harbor import aider_polyglot

eval(aider_polyglot(), model="openai/gpt-5-mini")

Or load any dataset directly via the generic harbor() interface:

from inspect_ai import eval
from inspect_harbor import harbor

eval(
    harbor(package_name="aider/aider-polyglot", package_ref="latest"),
    model="openai/gpt-5-mini",
)

For full documentation, see https://meridianlabs-ai.github.io/inspect_harbor. The docs site covers installation, the Harbor task model, the default agent scaffold, task parameters, the generic harbor() interface (org/name and name@version datasets, plus local/git tasks), and a complete catalog of available datasets.

See CHANGELOG.md for release notes.

Development

Clone the repository and install development dependencies:

git clone https://github.com/meridianlabs-ai/inspect_harbor.git
cd inspect_harbor
make install  # Installs dependencies and sets up pre-commit hooks

Run tests and checks:

make check    # Run linting (ruff check + format) and type checking (pyright)
make test     # Run tests
make cov      # Run tests with coverage report

Clean up build artifacts:

make clean    # Remove cache and build artifacts

Credits

This work is based on contributions by @iphan and @anthonyduong9 from the inspect_evals repository:

Release files for inspect-harbor 1.0.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for inspect-harbor 1.0.0
File Size Uploaded
inspect_harbor-1.0.0.tar.gz 62.4 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for inspect-harbor 1.0.0
File Interpreter ABI Platform
inspect_harbor-1.0.0-py3-none-any.whl Python 3 none any Details

Total release size: 130.5 kB

Release files / inspect_harbor-1.0.0.tar.gz

Download URL inspect_harbor-1.0.0.tar.gz
Size 62.4 kB
Tags Source
SHA-256 checksum
How to use checksums
7b788e06b5382baec335d723a1061fe229159e1cde1933d046025cc4d178618b
BLAKE2b-256 checksum
How to use checksums
5d5c7e7b50aad657d9d6721624a02620bf0244ea0c8b8188dcb8bf4253c34cc2
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 23, 2026.

Transparency log

Release files / inspect_harbor-1.0.0-py3-none-any.whl

Download URL inspect_harbor-1.0.0-py3-none-any.whl
Size 68.1 kB
Tags Python 3
SHA-256 checksum
How to use checksums
669deb618c5e8dff13a66f08bfc25c3d3104e6741e56c52c471ea80a8b82abf3
BLAKE2b-256 checksum
How to use checksums
b0b6575dec5da4f483468f67ef0177417976fadce538423c3b4848590da41438
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 23, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

1.0.0 This release

2 release files

0.7.6

2 release files

0.7.5

2 release files

0.7.4

2 release files

0.7.3

2 release files

0.7.2

2 release files

0.7.1

2 release files

0.7.0

2 release files

0.6.4

2 release files

0.6.3

2 release files

0.6.2

2 release files

0.6.1

2 release files

0.6.0

2 release files

0.5.13

2 release files

0.5.12

2 release files

0.5.11

2 release files

0.5.10

2 release files

0.5.9

2 release files

0.5.8

2 release files

0.5.7

2 release files

0.5.6

2 release files

0.5.5

2 release files

0.5.4

2 release files

0.5.3

2 release files

0.5.2

2 release files

0.5.1

2 release files

0.5.0

2 release files

0.4.17

2 release files

0.4.14

2 release files

0.4.13

2 release files

0.4.12

2 release files

0.4.11

2 release files

0.4.10

2 release files

0.4.9

2 release files

0.4.8

2 release files

0.4.7

2 release files

0.4.6

2 release files

0.4.5

2 release files

0.4.4

2 release files

0.4.3

2 release files

0.4.2

2 release files

0.4.1

2 release files

0.4.0

2 release files

0.3.0

2 release files

0.2.0

2 release files

0.1.1

2 release files

0.1.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page