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BRAINS - THE Benchmark for Reliable Inclusive Neurodivergent Systems

Advancing Ethical AI For All Neurotypes — Because Every Mind Matters
BRAINS

BRAINS

The global benchmark for neuro-affirming AI.


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Apply to join the Incubator ↓


What BRAINS is

BRAINS exists because the people who built today's AI did not design for the people most affected by it.

We benchmark and certify AI systems against a methodology developed with, not just for, neurodivergent people. The work is intentionally rigorous and intentionally public — scoring rubrics, methodology notes, and findings are shared so they can be challenged, improved, and built on.

Reliable, affirming, inclusive.


The umbrella

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    T["<b>BRAINS Trust</b><br/><span style='font-size:11px'>Research · Mental health · Safeguarding</span>"]:::trust
    I["<b>BRAINS Incubator</b><br/><span style='font-size:11px'>Projects · Partnerships · Prototypes</span>"]:::incubator
    R["<b>BRAINS-resume-skill</b><br/><span style='font-size:11px'>ND-aware résumé toolkit · v1.5 shipped</span>"]:::live
    RS["<b>BRAINS-research-skill</b><br/><span style='font-size:11px'>research library skill · v1.1 stable</span>"]:::live
    B["<b>BRAINS-build-platform</b><br/><span style='font-size:11px'>ND-affirming PMO platform · v0.1 MVP</span>"]:::live
    CM["<b>BRAINS-claude-usage-monitor</b><br/><span style='font-size:11px'>VSCode token meter · on Marketplace</span>"]:::live
    M["<b>your project here</b><br/><span style='font-size:11px'>apply to join ↓</span>"]:::open
    P --> T
    P --> I
    I --> R
    I --> RS
    I --> B
    I --> CM
    I --> M
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    classDef trust fill:#2A8B91,stroke:#0A0A0A,stroke-width:2px,color:#FFFFFF
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Focus
BRAINS Certification, methodology, the public benchmark.
Trust Research, mental health, safeguarding.
Incubator New projects, partnerships, prototypes — including community-led builds.

The BRAINS Incubator

The Incubator is where new neurodivergent-affirming tools get built. Some are internal R&D; many are community-led projects that grow under the BRAINS umbrella with brand, methodology, and (where possible) operational support.

We're looking for contributors — coders, designers, researchers, writers, lived-experience experts, and people who simply care about getting this right.

Live projects

Project Status What it is
BRAINS-resume-skill v1.5 Neurodivergence-aware résumé toolkit: ATS-safety, ND-bias auditing, disclosure-decision coaching, career-change translation.
BRAINS-research-skill v1.1 Claude Code skill that maintains the BRAINS research library — extract, dedupe, categorise, file PDFs into a locked taxonomy, plus a per-paper review workflow.
BRAINS-build-platform v0.1 Neurodivergence-affirming PMO platform: work-package decomposition, subagent-driven execution, scrum cadence, decision logging.
BRAINS-claude-usage-monitor Marketplace VSCode extension that reads Claude Code transcripts locally and shows your rolling 5-hour and 7-day token usage. No network, no telemetry.
your project Status Have an idea? Apply below with a one-paragraph pitch.

More in the pipeline. Some of them might be yours.

Standards & infrastructure

BRAINS-template-repo The starter for every new BRAINS repo. Ships the security, accessibility, and readability checks we run on our own code: OpenSSF Scorecard, CodeQL, Trivy, Gitleaks, Dependabot, Vale with the BRAINS rule pack, and a Flesch-Kincaid readability gate.

Apply to join the Incubator

Apply

If you'd like to work on an existing Incubator project, or propose a new one, send an email to info@brainscertified.com with the following:

Subject: Incubator application — [your name]

1. Who you are
   Name, location, anything about you that's relevant. Pronouns welcome.

2. What you'd want to work on
   An existing project (which one), a new project you'd like to start
   (a paragraph on what and why), or just "open to ideas — here's what
   interests me."

3. What you'd contribute
   Skills, experience, or perspective you bring. Lived experience is
   expertise — say so if it shapes your view of this work.

4. Time you can give
   Honest estimate. Five hours a month is welcome. Twenty hours a week
   is welcome. Both work.

5. Anything else
   Adjustments you'd want for working with us, questions you have,
   things we should know.

We respond to every application within seven (7) working days. There is no diagnosis requirement and no formal qualification requirement. We assume good faith on first read.


How we work

Async Written communication is the default. Real-time meetings are short and have agendas.
Adjustments Reasonable adjustments are offered without diagnosis or justification.
Identity-first "Autistic person" by default; flex to person-first when individuals request it.
Evidence-led Claims about AI behaviour cite the test and the data.
Inclusion The neurodivergent contributor is the assumed contributor, not the edge case.

For the long version, see the BRAINS Code of Conduct.


Contact



Built by neurodivergent minds, for neurodivergent people.


Made by

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  1. BRAINS-resume-skill BRAINS-resume-skill Public

    BRAINS Resume Skill — neurodivergence-aware resume, cover-letter, and LinkedIn coaching

    Python

  2. .github .github Public

    Organisation profile and shared community files.

  3. BRAINS-build-platform BRAINS-build-platform Public

    Agentic end-to-end software delivery — Claude skills + 8 persona subagents + Ollama tier-1 + local-file state

    Python

  4. BRAINS-research-skill BRAINS-research-skill Public

    A Claude Code skill for maintaining the BRAINS research library — extract, dedupe, categorise, rename, file PDFs into a locked 10-category taxonomy. An Incubator project from BRAINS.

    Python

  5. BRAINS-template-repo BRAINS-template-repo Public template

    The BRAINS standard floor for any new repository: OpenSSF Scorecard + CodeQL + Trivy + Gitleaks + Dependabot + Vale (BRAINS rule pack) + readability gate + ND-affirming governance.

    Python

  6. BRAINS-claude-usage-monitor BRAINS-claude-usage-monitor Public

    VSCode extension that surfaces Claude Code token usage from local JSONL transcripts. Rolling 5h/7d windows, sparkline, billable-token weighting matched to Anthropic's pricing.

    TypeScript

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