Deriva (development and benchmarking)
Everything in Deriva, plus benchmarking.
deriva-dev installs Deriva Studio, the command line tool and the benchmarking system: repeated runs across repositories and LLMs, consistency and answer stability per step, the differences between runs traced back to the prompts and answers that caused them, and complete log bundles for each session.
uv tool install --python 3.14 deriva-dev
deriva # the studio, with its Benchmark mode
deriva-cli benchmark run --repos my-repo --models my-model -n 3 -v
deriva-cli benchmark analyze <session>
To reproduce a published release exactly, install it with the constraints.txt from its GitHub release:
uv tool install --python 3.14 deriva-dev==0.8.0 -c constraints.txt
- Keeps its files in
~/.deriva(DERIVA_HOMEmoves it). - Install it as a tool or in its own environment: its Python package is named
deriva, like ISI'sderiva-py, and the two cannot share an environment.
Documentation: https://docs.deriva.dev. Source and releases: https://github.com/StevenBtw/deriva
Deriva is part of a research project on AI-assisted domain modeling. License: AGPL-3.0-or-later.
1 maintainer
Metadata
1 maintainer
Release files for deriva-dev 0.8.4
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| deriva_dev-0.8.4.tar.gz | 106.1 kB | With provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| deriva_dev-0.8.4-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 219.2 kB
Release files / deriva_dev-0.8.4.tar.gz
| Download URL | deriva_dev-0.8.4.tar.gz |
|---|---|
| Size | 106.1 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
f60d1d18c4fb808cae9b3c16c01745095f840fb320e2c8fc4b7e51b0ca2e47f3
|
|
BLAKE2b-256 checksum How to use checksums |
c5cb0fb91e8d6002072ac7c76be616f92e926cbc545fd668b49dfcd6c3182059
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.13.1 {"installer":{"name":"uv","version":"0.13.1","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
|
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 Oct 19, 2026.
Transparency logRelease files / deriva_dev-0.8.4-py3-none-any.whl
| Download URL | deriva_dev-0.8.4-py3-none-any.whl |
|---|---|
| Size | 113.1 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
195191c7b9ee9d77376c9b3f86d39caf1eb3e19e0e3f382051e0d3493a424a60
|
|
BLAKE2b-256 checksum How to use checksums |
4de3cc0af0adde8e9028f5c3b08e63b60a54d62a493075662724bbc351abccfb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
uv/0.13.1 {"installer":{"name":"uv","version":"0.13.1","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
|
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 Oct 19, 2026.
Transparency logSecurity for deriva-dev 0.8.4
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.
Full provenance
All 2 files in this release have been uploaded with provenance metadata.
Attestation for deriva_dev-0.8.4.tar.gz
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 Oct 19, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
