Skip to main content

CRI-CORE — Deterministic structural enforcement kernel for governed state transitions.

Project description


title: "CRI-CORE — Deterministic Enforcement Kernel" filetype: "documentation" type: "repository-overview" domain: "enforcement" version: "0.8.0" doi: "TBD" status: "Active" created: "2026-02-19" updated: "2026-03-12"

author: name: "Shawn C. Wright" email: "swright@waveframelabs.org" orcid: "https://orcid.org/0009-0006-6043-9295"

maintainer: name: "Waveframe Labs" url: "https://waveframelabs.org"

license: "Apache-2.0"

copyright: holder: "Waveframe Labs" year: "2026"

ai_assisted: "partial"

dependencies: []

anchors:

  • "CRI-CORE v0.8.0"
  • "Deterministic Enforcement Kernel"

CRI-CORE

CRI-CORE v0.8.0 --- Deterministic Enforcement Kernel

CRI-CORE is a deterministic structural enforcement engine for governed state transitions.

It evaluates a run directory against explicit structural, authority, integrity, binding, seal, and publication constraints.

The kernel does not interpret meaning.

It evaluates structure and invariants only.


Installation

Install from PyPI:

pip install cricore

Requires Python 3.10+.


Minimal Usage

The supported public entrypoint is:

from cricore.enforcement.execution import run_enforcement_pipeline

Example:

from cricore.enforcement.execution import run_enforcement_pipeline

results, commit_allowed = run_enforcement_pipeline(
    run_path=".",
    expected_contract_version="0.3.0"
)

The function returns:

(results: List[StageResult], commit_allowed: bool)

commit_allowed is the sole commit authorization signal.


Runtime Input Contracts

CRI-CORE evaluates deterministic run artifacts and explicit mutation requests.

The kernel relies on two structured input contracts:

  • Run artifact contract (run directory structure)
  • Mutation proposal object (canonical proposal envelope)

Proposal objects are validated against the canonical proposal schema before enforcement.

Compiled governance contracts may be used by external systems to construct proposal objects.

Proposals reference the governing contract using:

contract.id
contract.version
contract.hash

During enforcement the kernel verifies that the proposal's contract hash matches the compiled contract artifact used by the run.

The kernel does not interpret governance policy structure directly.
It verifies deterministic contract identity only.


Core Model

Exploration (high velocity, non-deterministic)
    →
Deterministic structural gate (CRI-CORE)
    →
Governed state mutation

The kernel ensures that only structurally valid and cryptographically sealed runs are permitted to mutate governed state.


Enforcement Pipeline (v0.8.0)

Canonical stage order:

  1. run-structure
  2. structure-contract-version-gate
  3. structure-contract-hash-gate
  4. independence
  5. integrity
  6. integrity-finalization
  7. publication
  8. publication-commit

The pipeline is deterministic and ordered. The contract hash gate verifies that mutation proposals are bound to the exact compiled governance contract used during enforcement.


Contract-Version Behavior

CRI-CORE enforces versioned structural guarantees:

For contract_version < 0.3.0:

  • Structural validation - Independence enforcement
  • Integrity manifest verification

For contract_version ≥ 0.3.0:

  • binding.json required
  • SEAL.json required
  • Strict cryptographic seal validation
  • Immutable artifact boundary enforcement

Enforcement meaning is isolated per declared contract version.
Historical runs are validated under their declared version.


Independence Model

The kernel enforces structural role separation:

  • Explicit actor identities
  • Optional declared role requirements (required_roles)
  • Strict prohibition on multi-role identity when roles are required
  • Explicit override pathway (recorded, never implicit)

The kernel evaluates identity structure only.
It does not evaluate competence or review quality.


Cryptographic Guarantees

Finalized runs must include:

  • Deterministic SHA256 manifest
  • Payload archive
  • Structural binding artifact
  • Deterministic SEAL.json

The seal covers:

  • All run files (deterministic ordering)
  • Binding artifact
  • Manifest hash
  • Payload hash

Any mutation changes the seal hash.

The seal provides tamper evidence.
It is not a signature.


Atomic Commit Semantics

CRI-CORE does not mutate state.

It emits a deterministic authorization decision:

commit_allowed = publication_commit_stage.passed

The caller decides whether to mutate.

The kernel centralizes the commit decision.
It does not enforce it outside its invocation boundary.


What CRI-CORE Does Not Do

CRI-CORE does not:

  • Interpret lifecycle semantics
  • Judge correctness of domain objects
  • Evaluate epistemic sufficiency
  • Enforce governance policy meaning
  • Perform distributed consensus
  • Prevent bypass outside invocation

It is a deterministic structural gate only.


Design Principles

  • Deterministic evaluation
  • No network calls
  • No model calls
  • No semantic inference
  • Opaque reference handling
  • Versioned enforcement meaning
  • Strict immutability after finalization

Intended Use

CRI-CORE is designed to sit beneath:

  • Workflow engines
  • CI pipelines
  • Agent execution runtimes
  • Domain governance systems

It provides:

  • Structural admissibility validation
  • Cryptographic immutability guarantees
  • Centralized commit authorization

It is domain-agnostic.


Status

v0.8.0 introduces deterministic contract identity binding between proposals and compiled governance contracts.

This release expands the enforcement pipeline with a contract hash verification stage and introduces kernel invariants documentation.

CRI-CORE now operates as a deterministic governed mutation runtime with explicit structural input contracts.

The enforcement interface is stable within the 0.x series but may evolve prior to 1.0.


© 2026 Waveframe Labs — Independent Open-Science Research Entity

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

cricore-0.8.0.tar.gz (24.1 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

cricore-0.8.0-py3-none-any.whl (38.8 kB view details)

Uploaded Python 3

File details

Details for the file cricore-0.8.0.tar.gz.

File metadata

  • Download URL: cricore-0.8.0.tar.gz
  • Upload date:
  • Size: 24.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.0

File hashes

Hashes for cricore-0.8.0.tar.gz
Algorithm Hash digest
SHA256 452bc1e577b379f8c45c2953afda4d0cbc82144bf4347bf291ed5ff060b1f123
MD5 339171e165f1aee53de531bbe61c7cdd
BLAKE2b-256 5ef62f937e5768082d46b9c13ff669d681e533e8894c982aef8a79bed9971930

See more details on using hashes here.

File details

Details for the file cricore-0.8.0-py3-none-any.whl.

File metadata

  • Download URL: cricore-0.8.0-py3-none-any.whl
  • Upload date:
  • Size: 38.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.0

File hashes

Hashes for cricore-0.8.0-py3-none-any.whl
Algorithm Hash digest
SHA256 4203a07b5717af3e39e7811bf8b355f6b9ea5b030cb17377988df7193eb15bf8
MD5 755071c51e038d0793e2718cdc8cce60
BLAKE2b-256 68e8008c4c906c0d508480742bb75e0fc0550999b9c6e7debca7a6139842e93e

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page