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: "0.11.0" doi: "10.5281/zenodo.19080238" status: "Active" created: "2026-02-19" updated: "2026-03-31"

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 v0.11.0"
  • "Deterministic Enforcement Kernel"

CRI-CORE

CRI-CORE v0.11.0 — Deterministic Enforcement Kernel

Concept DOI: https://doi.org/10.5281/zenodo.19080238

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.

CRI-CORE is a deterministic execution gate for state mutations in AI-assisted and automated systems.

Most systems detect or log issues after execution.

CRI-CORE enforces a decision boundary before a state mutation is allowed to occur.


What It Does

CRI-CORE sits directly at the execution boundary — the point where a system attempts to act.

It evaluates a run artifact representing a proposed state mutation and returns a single decision:

  • allow execution
  • block execution

No warnings.
No after-the-fact auditing.


Installation

Install from PyPI:

pip install cricore

Requires Python 3.10+.


Minimal Usage

The supported public entrypoint is:

from cricore import evaluate

Example:

from cricore import evaluate

result = evaluate(
    run_path=".",
    run_context={
        "identities": {},
        "integrity": {},
        "publication": {},
    },
)

The function returns an EvaluationResult:

result.commit_allowed   # bool
result.failed_stages    # List[str]
result.summary          # str

Typical usage:

if result.commit_allowed:
    execute()
else:
    block(result.summary)

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 semantics.

It verifies only deterministic contract identity and structural alignment between proposal and compiled contract artifacts.

run_context supplies execution-time identity, integrity references, and publication context.

It is treated as declarative input and is not resolved or validated against external systems.


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.


Run Lifecycle

CRI-CORE operates on sealed run artifacts:

generate → finalize → evaluate → (optionally) commit

Once finalized, a run is immutable.

Any modification invalidates the seal and will cause enforcement failure.


Enforcement Pipeline (v0.11.0)

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.


Runtime Packaging Guarantees

CRI-CORE is distributed as a self-contained runtime.

  • Schema artifacts are embedded within the package (cricore.schema)
  • No dependency on repository-relative paths
  • Deterministic behavior across local, CI, and installed environments

All validation logic operates against packaged artifacts, not filesystem assumptions.


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.


Citation

If you use CRI-CORE in your work, please cite the concept DOI:

CRI-CORE — Deterministic Enforcement Kernel
Wright, Shawn C.; Waveframe Labs (2026)
https://doi.org/10.5281/zenodo.19080238

BibTeX

@software{cricore_concept_2026,
  title   = {CRI-CORE: Deterministic Enforcement Kernel},
  author  = {Wright, Shawn C. and Waveframe Labs},
  year    = {2026},
  doi     = {10.5281/zenodo.19080238},
  url     = {https://doi.org/10.5281/zenodo.19080238}
}

© 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-0.11.0.tar.gz (28.1 kB view details)

Uploaded Source

Built Distribution

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

cricore-0.11.0-py3-none-any.whl (44.3 kB view details)

Uploaded Python 3

File details

Details for the file cricore-0.11.0.tar.gz.

File metadata

  • Download URL: cricore-0.11.0.tar.gz
  • Upload date:
  • Size: 28.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.0

File hashes

Hashes for cricore-0.11.0.tar.gz
Algorithm Hash digest
SHA256 2ce886596b4787a585875e50b741bd4f3abf8ead036ff33d8471033075e150dd
MD5 3d54705c0bfb24f80e2881708a89d77f
BLAKE2b-256 b7c677d3501d858ecc71fec74be931623845d1710507b92b62e9e7b8452370b9

See more details on using hashes here.

File details

Details for the file cricore-0.11.0-py3-none-any.whl.

File metadata

  • Download URL: cricore-0.11.0-py3-none-any.whl
  • Upload date:
  • Size: 44.3 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.14.0

File hashes

Hashes for cricore-0.11.0-py3-none-any.whl
Algorithm Hash digest
SHA256 d24738e655a8d996774c7dd6ad4c9234d5139621a5382953c4c0ce9f7318340b
MD5 ee3cd01ae3d1a0b20a7ab029bba9b976
BLAKE2b-256 55a31234cb92ab929d1470a44a281984395420202bb8b438e314cb8c5840e1ed

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