OpenFlowsheet
An agent-native open process-engineering runtime, in which models, equations, numerical strategies, validity limits and evidence are explicit objects. Humans and coding agents work against the same scientific contracts. The project owns solver orchestration and process-specific numerical methods, and reuses established differentiation, linear-algebra and optimization infrastructure.
Status
Pre-release. Phase 0 is complete; no capability is released, and nothing here is validated against experiment or an independent process simulator.
| Complete | P00 repository and gate, P01 state semantics and the SYN-001 oracle, P02 matched backend spikes, P03 backend and distribution verdicts |
| In progress | K01 — the production CompiledProblem compiler on the selected backend |
| Established | Numerical verification against independent references: the P01 oracle agrees with 20-digit reference values to 7.1e-15 worst relative deviation, and P02's two backend routes agree with each other and with that reference inside every registered tolerance |
| Not established | Empirical validation against experiment or another simulator; optimality evidence; human numerical or process-modeling review — review.numerical and review.process_model are pending in every evidence manifest and no agent may set them |
What the project has and has not shown is recorded per package in evidence/<ID>/<commit>/manifest.json,
and the current position is docs/progress.md.
Authorities
Read these before changing anything they cover.
| Document | Role |
|---|---|
docs/blueprint-v3.1.md |
Architectural authority. Its SHA-256 is recorded in the implementation plan's header and checked by the test suite |
docs/implementation-plan.md |
Execution authority: work packages, order, acceptance evidence, gates |
docs/adr/ |
Normative decisions. ADR 0001 state/units/zero-flow, 0003 backend, 0006 distribution, 0008 transient-extension readiness |
docs/decision-register.md |
What was chosen, what was rejected, and why — the index that makes the ADRs findable by the question they answer |
CLAUDE.md |
Working rules for the two coding agents that share this repository |
Development
Requires Python 3.13.
make venv # create .venv and install with dev extras
make check # ruff, ruff format, mypy --strict, pytest
make lock # regenerate requirements.lock from the environment
make check is the gate. It must be green before any merge, and a failed gate stays failed — it is
never relaxed, narrowed or worked around to let a change through.
Third-party notices
This software uses CasADi 3.8.0, which is licensed under the GNU Lesser General Public License, version 3 or later (LGPL-3.0-or-later). CasADi is a separate work, obtained by the installer from PyPI as a pinned dependency; this project distributes none of its bytes. It is used through its Python API only — the interpreter loads the library at run time, nothing is compiled against its headers or linked against it at build time, and a user may substitute their own build of CasADi 3.8.0 by replacing the installed package.
The full licence text ships inside the CasADi distribution at casadi/LICENSE/LICENSE.txt in the
installed package, together with notices for its bundled components at casadi/include/licenses/.
An exact inventory of what that distribution contains — every binary with its SHA-256, the bundled
plugin inventory including the bytes that cannot run, and the notices — is
docs/p03-binary-audit.md, with the machine-readable record in spikes/p03/results/. The terms
on which this project may and may not redistribute any of it are docs/adr/0006-distribution-data-rights.md.
Changing the CasADi pin re-runs that audit before the change merges.
Further attributions are in NOTICE.
Licence
The core licence is Apache-2.0, declared in pyproject.toml and stated in LICENSE and
NOTICE. The maintainer confirmed the project's rights to distribute its contributions under it on
2026-09-23 (120acb4). Why Apache-2.0 rather than MIT is recorded in docs/decision-register.md
R-005.
Metadata
Release files for openflowsheet 0.1.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| openflowsheet-0.1.1.tar.gz | 642.8 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| openflowsheet-0.1.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 1.4 MB
Release files / openflowsheet-0.1.1.tar.gz
| Download URL | openflowsheet-0.1.1.tar.gz |
|---|---|
| Size | 642.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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|
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BLAKE2b-256 checksum How to use checksums |
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Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
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Transparency logRelease files / openflowsheet-0.1.1-py3-none-any.whl
| Download URL | openflowsheet-0.1.1-py3-none-any.whl |
|---|---|
| Size | 762.0 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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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 Oct 3, 2026.
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