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README.md

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# Structural Explainability Organization (.github repo)
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[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/license/MIT)
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![Build Status](https://github.com/structural-explainability/.github/actions/workflows/ci.yml/badge.svg)
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![Build Status](https://github.com/structural-explainability/.github/actions/workflows/ci-hygiene.yml/badge.svg?branch=main)
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[![Check Links](https://github.com/structural-explainability/.github/actions/workflows/links.yml/badge.svg)](https://github.com/structural-explainability/.github/actions/workflows/links.yml)
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> GitHub profile repo for the structural-explainability organization on GitHub.
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## Developer (running pre-commit)
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## Developer
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Steps to run pre-commit locally. Install `uv`.
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Initialize:
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Initialize once:
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```shell
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uv self update
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uvx pre-commit install
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uvx pre-commit run --all-files
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```
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When starting a new session always git pull:
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```shell
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git pull
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```
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Save progress:
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Save progress as needed:
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```shell
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git add -A
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# If pre-commit makes changes, re-run `git add -A` before committing.
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git commit -m "update"
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git push -u origin main
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```
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## Resources
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See `.github\workflows` for available GitHub actions.
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See `.devcontainer` for alternatives to local development.

profile/README.md

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# Structural Explainability
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[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/license/MIT)
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![Build Status](https://github.com/structural-explainability/.github/actions/workflows/ci.yml/badge.svg)
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![Build Status](https://github.com/structural-explainability/.github/actions/workflows/ci-hygiene.yml/badge.svg?branch=main)
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[![Check Links](https://github.com/structural-explainability/.github/actions/workflows/links.yml/badge.svg)](https://github.com/structural-explainability/.github/actions/workflows/links.yml)
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> Defines neutral constraints under which explainability is possible without embedding interpretation.
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| Repository | Purpose | CI | Description |
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| ------------------------------------------------------------------------------------------------- | --------------------------- | --------------------------------------------------------------------------------------------------------------------------- | ------------------------------------- |
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| [StructuralExplainability](https://github.com/structural-explainability/StructuralExplainability) | Cross-cutting constraints | ![CI](https://github.com/structural-explainability/StructuralExplainability/actions/workflows/ci.yml/badge.svg?branch=main) | Neutrality and conformance predicates |
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| [NeutralSubstrate](https://github.com/structural-explainability/NeutralSubstrate) | Neutrality theorem | ![CI](https://github.com/structural-explainability/NeutralSubstrate/actions/workflows/ci.yml/badge.svg?branch=main) | Substrates stable under incompatible extensions must be pre-causal and pre-normative |
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| [IdentityRegimes](https://github.com/structural-explainability/IdentityRegimes) | Identity regimes | ![CI](https://github.com/structural-explainability/IdentityRegimes/actions/workflows/ci.yml/badge.svg?branch=main) | Six identity-and-persistence regimes are necessary and sufficient for accountability-oriented substrates under neutrality assumptions |
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| [StructuralExplainability](https://github.com/structural-explainability/StructuralExplainability) | Cross-cutting constraints | ![CI](https://github.com/structural-explainability/StructuralExplainability/actions/workflows/ci-lean.yml/badge.svg?branch=main) | Neutrality and conformance predicates |
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| [NeutralSubstrate](https://github.com/structural-explainability/NeutralSubstrate) | Neutrality theorem | ![CI](https://github.com/structural-explainability/NeutralSubstrate/actions/workflows/ci-lean.yml/badge.svg?branch=main) | Substrates stable under incompatible extensions must be pre-causal and pre-normative |
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| [IdentityRegimes](https://github.com/structural-explainability/IdentityRegimes) | Identity regimes | ![CI](https://github.com/structural-explainability/IdentityRegimes/actions/workflows/ci-lean.yml/badge.svg?branch=main) | Six identity-and-persistence regimes are necessary and sufficient for accountability-oriented substrates under neutrality assumptions |
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### Neutral Substrate (AE / EP)
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These repositories formalize the neutral substrate defined by AE and EP.
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| Repository | Purpose | CI | Description |
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| ------------------------------------------------------------------------------------------------- | --------------------------- | --------------------------------------------------------------------------------------------------------------------------- | ------------------------------------- |
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| [AccountableEntities](https://github.com/structural-explainability/AccountableEntities) | Entity-regime instantiation | ![CI](https://github.com/structural-explainability/AccountableEntities/actions/workflows/ci.yml/badge.svg?branch=main) | Formalization of AE identity regimes |
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| [EvolutionProtocol](https://github.com/structural-explainability/EvolutionProtocol) | Neutral exchange substrate | ![CI](https://github.com/structural-explainability/EvolutionProtocol/actions/workflows/ci.yml/badge.svg?branch=main) | Formalization of EP graph evolution |
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| [AccountableEntities](https://github.com/structural-explainability/AccountableEntities) | Entity-regime instantiation | ![CI](https://github.com/structural-explainability/AccountableEntities/actions/workflows/ci-lean.yml/badge.svg?branch=main) | Formalization of AE identity regimes |
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| [EvolutionProtocol](https://github.com/structural-explainability/EvolutionProtocol) | Neutral exchange substrate | ![CI](https://github.com/structural-explainability/EvolutionProtocol/actions/workflows/ci-lean.yml/badge.svg?branch=main) | Formalization of EP graph evolution |
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### Interface (CEE)
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| Repository | Purpose | CI | Description |
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| [CEE](https://github.com/structural-explainability/CEE) | Explanation overlay | ![CI](https://github.com/structural-explainability/CEE/actions/workflows/ci.yml/badge.svg?branch=main) | Structural forms for contextual explanation and evidence |
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| [CEE](https://github.com/structural-explainability/CEE) | Explanation overlay | ![CI](https://github.com/structural-explainability/CEE/actions/workflows/ci-lean.yml/badge.svg?branch=main) | Structural forms for contextual explanation and evidence |
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### Boundaries (GB / IB)
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| Repository | Purpose | CI | Description |
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| --------------------------------------------------------------------------------------------- | ----------------------- | ------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------- |
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| [GovernanceBoundary](https://github.com/structural-explainability/GovernanceBoundary) | Governance boundary | ![CI](https://github.com/structural-explainability/GovernanceBoundary/actions/workflows/ci.yml/badge.svg?branch=main) | Governance |
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| [InterpretationBoundary](https://github.com/structural-explainability/InterpretationBoundary) | Interpretation boundary | ![CI](https://github.com/structural-explainability/InterpretationBoundary/actions/workflows/ci.yml/badge.svg?branch=main) | Conditions under which external frameworks may interpret substrate records |
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| [GovernanceBoundary](https://github.com/structural-explainability/GovernanceBoundary) | Governance boundary | ![CI](https://github.com/structural-explainability/GovernanceBoundary/actions/workflows/ci-lean.yml/badge.svg?branch=main) | Governance |
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| [InterpretationBoundary](https://github.com/structural-explainability/InterpretationBoundary) | Interpretation boundary | ![CI](https://github.com/structural-explainability/InterpretationBoundary/actions/workflows/ci-lean.yml/badge.svg?branch=main) | Conditions under which external frameworks may interpret substrate records |
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## Papers

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