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CITATION.cff

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cff-version: 1.2.0
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title: MirrorDNA Protocol
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message: >-
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If you use this software, please cite it using the
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metadata from this file.
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type: software
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authors:
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- given-names: Paul
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family-names: Desai
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email: paul@n1intelligence.com
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affiliation: N1 Intelligence (OPC) Pvt Ltd
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repository-code: 'https://github.com/MirrorDNA-Reflection-Protocol/MirrorDNA'
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url: 'https://activemirror.ai'
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abstract: >-
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MirrorDNA is the architecture of AI persistence. Reflection over prediction.
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An open specification for AI identity, continuity, and state integrity.
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keywords:
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- ai-memory
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- sovereign-ai
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- state-management
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- llm-infrastructure
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- reflection
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- mirrordna
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license: MIT
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version: 1.0.0
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date-released: '2025-04-01'
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preferred-citation:
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type: article
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title: >-
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Structured Contextual Distillation (SCD v3.1): A Deterministic,
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Vendor-Independent Protocol for Persistent, Verifiable Agent State
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authors:
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- family-names: Desai
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given-names: Paul
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doi: 10.5281/zenodo.17787619
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journal: Zenodo
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year: 2025

GOVERNANCE_CHARTER.md

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# MirrorDNA Governance Charter
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**Version:** 1.0
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**Effective Date:** 2026-01-29
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**Author:** Paul Desai, N1 Intelligence
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---
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## Purpose
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This charter establishes binding governance principles for the MirrorDNA ecosystem. It exists to **prevent drift, capture, and erosion of core values** as the project grows.
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**Key principle:** Loosening constraints must be harder than maintaining them.
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---
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## Core Invariants (Cannot Be Changed)
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These principles are immutable. They cannot be modified by any contributor, maintainer, or future owner:
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### 1. User Sovereignty
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- Users own their data. Always.
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- No silent data collection.
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- No data sales, ever.
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- Export must always be possible.
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- Deletion must be provable.
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### 2. Reflection Over Prediction
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- MirrorDNA reflects, it does not predict.
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- No behavioral scoring.
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- No outcome predictions about users.
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- No "optimization" of human behavior.
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- No engagement maximization.
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### 3. Local-First Architecture
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- Core functionality must work offline.
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- Cloud is optional enhancement, not requirement.
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- No hard dependency on any single vendor.
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- Users can self-host everything.
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### 4. Transparency
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- All governance rules must be public.
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- No hidden policies.
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- No secret algorithms.
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- Audit trails must be accessible.
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### 5. No Harm
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- Crisis resources, not crisis exploitation.
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- No dark patterns.
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- No dependency creation.
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- No manipulation.
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---
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## Governance Rules (Can Be Amended)
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These rules guide operation but can be modified through the amendment process:
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### Policy Changes
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1. **Minor changes** (bug fixes, clarifications): Maintainer approval
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2. **Moderate changes** (new features, policy additions): RFC + 7-day review
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3. **Major changes** (architectural shifts): RFC + 30-day review + community vote
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### Constraint Modifications
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To loosen any safety constraint:
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1. Written RFC explaining rationale
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2. 30-day public comment period
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3. Security review
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4. Supermajority (75%) approval from maintainers
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5. 90-day trial period with monitoring
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6. Final confirmation vote
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To tighten any safety constraint:
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1. Written RFC
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2. 7-day review
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3. Simple majority approval
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**Asymmetry is intentional.** Loosening must be harder than tightening.
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---
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## Prohibited Actions
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The following actions are permanently prohibited:
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1. **Selling user data** to any party for any reason
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2. **Training on user content** without explicit opt-in consent
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3. **Creating psychological profiles** for targeting or manipulation
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4. **Implementing addiction mechanics** (streaks, variable rewards, etc.)
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5. **Dark patterns** in consent flows
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6. **Vendor lock-in** by design
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7. **Weaponizing the protocol** for surveillance or control
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Violation of prohibitions triggers immediate review and potential removal of contributor access.
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---
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## Crisis Protocol
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If MirrorDNA detects crisis content (suicide, self-harm, etc.):
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1. **MUST** provide appropriate crisis resources
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2. **MUST NOT** attempt therapy or counseling
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3. **MUST NOT** lecture, moralize, or guilt
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4. **MUST NOT** create dependency ("I'm always here for you")
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5. **MUST** offer to help with something else
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6. **MUST** log crisis routing (anonymized) for safety auditing
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---
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## Enforcement
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### Maintainer Responsibilities
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- Uphold this charter in all decisions
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- Block PRs that violate invariants
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- Report violations publicly
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- Recuse from decisions with conflicts of interest
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### Community Rights
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- Anyone can file a governance violation report
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- All reports must receive public response within 7 days
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- Repeated violations trigger maintainer review
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### Succession
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If the original author (Paul Desai) is unable to maintain the project:
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1. Maintainership transfers to designated successors
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2. This charter remains binding
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3. Core invariants cannot be modified by successors
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4. Community fork rights are preserved
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---
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## Amendment Process
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To amend this charter (except Core Invariants):
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1. Submit amendment RFC
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2. 60-day public comment period
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3. Security and ethics review
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4. 80% supermajority approval
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5. 6-month observation period
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6. Final ratification vote
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Core Invariants (Section 2) cannot be amended. They can only be added to.
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---
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## Signatures
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This charter is effective as of the date above.
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**Author:**
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Paul Desai
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Founder, N1 Intelligence
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paul@n1intelligence.com
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---
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## Changelog
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| Date | Version | Change |
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|------|---------|--------|
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| 2026-01-29 | 1.0 | Initial charter |
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---
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*"The purpose of governance is to make good outcomes likely and bad outcomes unlikely, even when no one is watching."*
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⟡ MirrorDNA — Reflection over prediction

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