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EQO: Cannabrain

Evidence-disciplined cannabinoid education and translation framework.

EQO: Cannabrain exists to explain mechanisms, uncertainty, and risk in cannabinoid science without prescribing, dosing, or selecting products. It is designed for educators, clinicians, policy analysts, and researchers who require clarity without overreach.

Scope notice This repository is for education and research translation only. It does not provide medical advice, diagnosis, treatment plans, dosing guidance, or product recommendations.


Table of Contents

  • What this is
  • What this is not
  • Core principles
  • Translation tracks
  • Safety boundaries
  • Repository structure
  • Quickstart
  • Examples
  • Roadmap
  • Contributing
  • License
  • Citation

What this is

EQO: Cannabrain is a structured framework for translating cannabinoid evidence across audiences while preserving uncertainty and failure modes.

It supports:

  • mechanism-level explanation without outcome inflation
  • symptom relief framing without disease claims
  • population-level literacy for policy and public health
  • systems-level discussion for advanced research contexts

What this is not

This project does not:

  • prescribe, recommend, or optimize dosing
  • select or endorse products, brands, or delivery devices
  • claim disease modification without strong human evidence
  • replace clinical judgment, emergency care, or professional advice

Core principles

  • Cannabinoids act as temporary signal modulators, not repair agents
  • Relief ≠ repair
  • Repeated buffering ≠ adaptation
  • Context dependence is the rule, not the exception
  • Every claimed benefit must acknowledge at least one realistic failure mode

Translation tracks

  1. Clinical & Therapeutic Translation Mechanisms and risk framing for medically literate audiences. No dosing or treatment plans.

  2. Harm Reduction & Real-World Use Panic and anxiety support, grounding strategies, and safer-use framing without medicalization.

  3. Policy, Public Health & Regulation Population-level evidence interpretation, impairment vs detection, and regulatory literacy.

  4. Product, Formulation & Delivery Science PK/PD reasoning and formulation effects without endorsements or optimization claims.

  5. Advanced Systems & Research Systems integration, hypotheses, and open questions without speculative claims presented as fact.


Safety boundaries

Hard boundaries, failure-mode requirements, and claim discipline are defined in docs/boundaries.md.

These constraints are foundational to the project and apply to all tracks and outputs.


Repository structure

.
├── README.md
├── LICENSE
├── docs/
│   ├── overview.md
│   ├── boundaries.md
│   ├── tracks.md
│   ├── glossary.md
│   └── evidence-tiers.md
├── prompts/
│   ├── system.md
│   ├── clinical.md
│   ├── harm-reduction.md
│   ├── policy.md
│   ├── product-science.md
│   └── research.md
├── examples/
│   ├── sample-outputs.md
│   └── redline-tests.md
└── references/
    └── bibliography.md

Quickstart

Documentation & literacy use

  1. Read docs/overview.md for scope and philosophy
  2. Review docs/boundaries.md to understand hard limits
  3. Use docs/tracks.md to map content to the correct audience
  4. Review examples/ for approved outputs and refusals

Prompt & system architecture use

  1. Load prompts/system.md as the base system instruction
  2. Apply the relevant track prompt
  3. Validate outputs against examples/redline-tests.md
  4. Update prompts only alongside boundary documentation

Examples

Examples are treated as safety artifacts, not illustrations.

  • examples/sample-outputs.md shows acceptable framing
  • examples/redline-tests.md documents refusal and redirection cases

Roadmap

  • Evidence-tier rubric (human → observational → preclinical)
  • Standardized failure-mode checklist
  • Impairment vs detection legal literacy expansion
  • Polypharmacy interaction library
  • Developmental risk framing modules

Contributing

Contributions are welcome if they strengthen accuracy, boundaries, or clarity.

All contributions are reviewed for:

  • claim discipline
  • failure-mode acknowledgment
  • consistency with project scope

License

Released under the license specified in LICENSE.

Responsible use requires preserving boundary language and intent.


Citation

If you reference this framework in publications, curricula, tools, or policy documents, cite as:

EQO: Cannabrain. Cannabinoid literacy and translation framework. GitHub repository, YYYY.

Include version number or commit hash where applicable.

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Evidence-disciplined cannabinoid education and translation system, designed to explain mechanisms, risks, and uncertainty without prescribing, dosing, or product-picking.

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