🧬 VeriBiota™
Mathematically Proven Biology™ · Docs Site
Fast Gates: every PR runs
make verify-results(runtime-backed checks) andmake check(schema validation) before merge.
Schemas: veribiota.model.v1 · veribiota.checks.v1 · veribiota.certificate.v1
Canon: veribiota-canon-v1
VeriBiota transforms biological and biochemical models into cryptographically signed, formally verified artifacts. Every reaction, rate law, and invariant is backed by theorem-proven logic and a reproducible audit trail—turning biological simulation into a compliance-grade science.
🚀 Mission
To make verified computation the default for life sciences.
VeriBiota delivers the first open standard for Proof-Backed Biological Simulation by unifying:
- Lean 4 + mathlib (formal proofs of species, reactions, invariants)
- Deterministic JSON schemas (
veribiota.model.v1,veribiota.certificate.v1,veribiota.checks.v1) - Cryptographic signing & verification (Ed25519 + JWKS)
- Executable semantics (Rust/CUDA runtime, in development)
Result: every model is provable, auditable, and portable—from a graduate thesis to FDA submissions.
🧠 Why It Matters
“We can’t reproduce what we can’t verify.”
Modern biology depends on simulation, but trust in those models is thin. VeriBiota replaces ad-hoc tooling with a formal, signed standard.
| Old Workflow | VeriBiota Upgrade |
|---|---|
| Ad-hoc scripts & spreadsheets | Deterministic, versioned schemas |
| Trust-me simulations | Cryptographically signed certificates |
| Peer review via screenshots | Machine-checked Lean proofs |
| Regulatory uncertainty | Immutable, auditable verification bundles |
🧩 Architecture at a Glance
Lean Proof Plane ──► Signed Certificate (JSON)
│
▼
Rust/CUDA Engine ──► Verified Simulation Results
| Layer | Technology | Purpose |
|---|---|---|
| Proof Plane | Lean 4 + mathlib | Defines species, reactions, invariants; emits signed proofs. |
| Model IO | JSON (veribiota.model.v1) |
Canonicalizes + hashes every model. |
| Signer | Ed25519 / JWKS | Attaches cryptographic authenticity. |
| Runtime Engine | Rust + CUDA (roadmap) | Executes ODE/SSA simulations against Lean-proven invariants. |
| Portal / CLI | Lake + veribiota |
Emits, signs, and verifies bundles end-to-end. |
🧰 Quickstart
# Build the toolchain
elan toolchain install $(cat lean-toolchain)
lake update && lake build
# Import a canonical SIR model and emit the full bundle
./veribiota import --in Biosim/Examples/Model/sir.model.json \
--emit-all --out build/artifacts
# Verify signed outputs
./veribiota verify checks build/artifacts/checks/sir-demo.json \
--jwks security/jwks.json --print-details
./veribiota verify cert build/artifacts/certificates/sir-demo.json \
--jwks security/jwks.json --print-details
Local signing quickstart
Leverage the new signing preflight guard to try the full signature round-trip with a disposable key:
openssl genpkey -algorithm ed25519 -out security/local-signing.key
export VERIBIOTA_SIG_MODE=signed-soft
export VERIBIOTA_SIG_KEY="$PWD/security/local-signing.key"
export VERIBIOTA_SIG_KID="local-test"
# derive the JWKS from the private key
X="$(
openssl pkey -in "$VERIBIOTA_SIG_KEY" -pubout -outform DER \
| tail -c 32 \
| python3 -c 'import sys,base64;print(base64.urlsafe_b64encode(sys.stdin.buffer.read()).decode().rstrip("="))'
)"
jq -n --arg x "$X" --arg kid "$VERIBIOTA_SIG_KID" \
'{keys:[{kty:"OKP",crv:"Ed25519",kid:$kid,x:$x}]}' > security/jwks.json
make sign-soft
make sign-soft now starts by running scripts/sign_preflight.sh, which verifies that the JWKS entry matches the private key and that any existing artifacts still advertise the canonicalization policy. If the preflight passes, the target re-emits the artifacts, signs them, prints SHA-256 digests, and immediately re-verifies the signatures.
Tip:
VERIBIOTA_SIG_KEYmay point to a key file or contain the raw PEM text. When the latter is detected,scripts/sign_key_path.shwill materialize a temporary file undersecurity/and wire everything up automatically.
macOS note: Apple’s built-in LibreSSL lacks Ed25519 support. Install Homebrew’s OpenSSL 3 (
brew install openssl@3) and pointVERIBIOTA_OPENSSLat it:export VERIBIOTA_OPENSSL="$(brew --prefix openssl@3)/bin/openssl"The signing helper uses
VERIBIOTA_OPENSSLwhenever it is present.
Docs: https://veribiota.github.io/VeriBiota/ · docs/cli.md · docs/model-ir.md · docs/simulator-integration.md
Adapter pack: adapters/README.md
🔐 Verification Workflow
- Model authoring → canonical JSON (
veribiota.model.v1) - Proof & certification → Lean theorems baked into
certificate.json - Cryptographic signing → Ed25519 signature + SHA256 digest + JWKS metadata
- Verification → anyone runs
./veribiota verify …to confirm authenticity
Every artifact carries a hashable provenance chain:
model.json → certificate.json → checks.json → signature → JWKS
🧾 Provenance & Compliance
- Deterministic builds (
lake build→ byte-identical JSON) - Canonicalization:
veribiota-canon-v1(UTF-8, sorted fields, trailing newline) - Digital signatures: Ed25519 (
signature.jws) + JWKS registry (security/jwks.json) - Tamper harness + schema validation baked into CI (
.github/workflows/ci.yml) - CI simulates results and (on Ubuntu) optionally evaluates drift/positivity via
biosim-eval - Ready for 21 CFR Part 11 / SOC 2 audit trails
💼 For Enterprise & Research Partners
- Proof-as-a-Service — Verified model certification + signed bundles
- Enterprise License — Private signer, audit ledger, SLA coverage
- Training — Formal methods bootcamps for computational biology teams
- Runtime Integration — GPU-accelerated verified simulations (Rust/CUDA roadmap)
🧭 Roadmap
- ✅ Open-core release (
v0.10.2-pilot) — full proof-to-certificate chain - 🛠️ Runtime engine (Rust/CUDA) — verified ODE/SSA execution
- 🧾 Audit ledger + portal — hosted verification + immutable log
- 🧬 Partner integrations — pharma, synthetic biology, academic pilots
⚖️ License
- Open-core components (Lean proofs, CLI, schemas) — Apache 2.0
- Enterprise runtime, signer, and audit modules — Commercial license
- See
LICENSEandNOTICEfor terms and attribution
Important: VeriBiota is research software and is not a medical device.
It is not intended for diagnosis, treatment, or clinical decision-making.
🏁 Tagline
VeriBiota — Mathematically Proven Biology™
Where every model is reproducible, provable, and trusted.
📦 Releases
We publish two tarballs on every v* tag:
artifacts.tgz— canonical model/certificate/checks frombuild/artifacts/pilot-demo-v1-artifacts.tgz— frozen pilot bundle underreleases/pilot-demo-v1/build/artifacts/
Tag to release:
git tag v0.10.2-pilot
git push origin v0.10.2-pilot
The release workflow builds, (optionally) signs with VERIBIOTA_SIG_KEY/VERIBIOTA_JWKS_JSON, and uploads both tarballs along with LICENSE and NOTICE.
Minisign sidecars (optional)
For Unix-friendly detached signatures, you can create *.minisig next to each JSON. These sign the same canonical bytes used for JWS.
# Sign (assumes VERIBIOTA_MINISIGN_SEC points to your .key)
make minisign
# Verify (assumes VERIBIOTA_MINISIGN_PUB points to your .pub)
make verify-minisign
Notes:
- Canonical bytes: the signer script canonizes first (LF + trailing newline, sorted) and signs the
.canon.jsoncontent. - Key storage: do not commit keys. Use
~/veribiota-secrets/locally; CI uses GitHub Secrets. - Cross‑platform: minisign isn’t installed on Windows by default; keep it optional. Primary JWS/JWKS remains the source of truth.
Metadata
Release files for veribiota 0.1.0
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 | Actions |
|---|---|---|---|---|
| veribiota-0.1.0.tar.gz | 19.9 kB | With provenance | Details for veribiota-0.1.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| veribiota-0.1.0-py3-none-any.whl | Python 3 | none | any | Details for veribiota-0.1.0-py3-none-any.whl |
Total release size: 38.1 kB
Release files / veribiota-0.1.0.tar.gz
| Download URL | veribiota-0.1.0.tar.gz |
|---|---|
| Size | 19.9 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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|
|
BLAKE2b-256 checksum How to use checksums |
6113fa12c4532f4e90d351a104b5d20ea6764b88fe2654f450c808f7e886bc90
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
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PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Nov 16, 2025.
Transparency logRelease files / veribiota-0.1.0-py3-none-any.whl
| Download URL | veribiota-0.1.0-py3-none-any.whl |
|---|---|
| Size | 18.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
7f0006de5d66bbb3e455e14dad55c85e4bf38d9fbaf380d12ecfbf23c442bc18
|
|
BLAKE2b-256 checksum How to use checksums |
3e55f5a760f66b08060aa781bba75e32c731291b4cee6929a2552a891bc9c725
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
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 Nov 16, 2025.
Transparency logSecurity for veribiota 0.1.0
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 veribiota-0.1.0.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 Nov 16, 2025.
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