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Not affiliated with Neuralink. This platform is for educational, research, simulation, and computer-side tools only. Do not use any software here with actual medical implants without proper regulatory approval. Guidelines

Important disclaimer

Not affiliated with Neuralink. This platform is for educational, research, simulation, and computer-side tools only. Do not use any software here with actual medical implants without proper regulatory approval.

See Content Guidelines and Terms.

Research Utility
Featured
v0.2.0
Python

Neural Flow Architect

Closed-loop research co-pilot for flow-related engagement on high-bandwidth BCI computer paths: multi-dimensional flow proxies, proactive Architect agent, environment hooks, personalization. Hosted browser demo uses synthetic engagement only. Not a medical device. Not implant firmware.

Modern browser for live research demo (synthetic engagement)Full stack: Python 311+, simulator default, optional BrainFlowLocal companion UI on 127Computer-side / research only — not implant softwarenot SaMD

Package manifest

Spec v1.0.0
Research only
cli
High DOF continuous
Realtime stream
Research
Package
neural-flow-architect@0.2.0
Calibration
optional
Entrypoint
https://neural-flow-architect.vercel.app

Inputs

Raw multichannel stream (sim/EEG)Synthetic / recorded onlyDiscrete class labels2D velocity (cursor)

Outputs

In-app UI onlyWebSocket streamFile / dataset export

Hardware / sources

Synthetic generator onlyOpenBCI (research / non-medical)Any intent stream (vendor-agnostic)WebSocket intent protocolLab Streaming Layer (LSL)

Permissions

Local network (LSL / localhost)Read filesWrite filesNo special permissions

Lab utilities, benchmarks, not for consumer install · High DOF continuous · Realtime stream

Screenshot of Neural Flow Architect
Screenshot of Neural Flow Architect
Screenshot of Neural Flow Architect
Screenshot of Neural Flow Architect
Quick start
Neural signals → Flow model → Architect agent → Environment & UI
        ↑______________ personalization & consent ______________|

Neural Flow Architect

Suite role: research (suite_role: research) — flow co-pilot for high-bandwidth BCI computer paths. Not the NeuraBinder product demo, not Neurabridge middleware.

Version 0.2.0 – Daily-driver foundation

Neural signals → Flow model → Architect agent → Environment & UI
        ↑______________ personalization & consent ______________|

Source of truth: LISTING.md · neurabeach-manifest.json

Live demo

Open live demo →

Browser research demo: synthetic engagement stream, protect/re-enter modes, Pause / Undo, explain drawer. No neural stream, no implant, no account. Full product remains the open-source CLI + optional local companion UI.

PathWhat to try
/Live UI — session auto-starts; watch engagement → protect
Pause / UndoAlways-on agency (override bar)
Why?Architect explanation of the last action
Insights / CoachingResearch panels (demo sample data)

What it does

  • Flow proxies from multi-dimensional engagement signals (simulator / open adapters)
  • Architect agent — protect flow, re-entry, explain actions, learn preferences
  • Environment hooks — digital (and optional physical) orchestration
  • Local-first privacy — neural handling defaults to local; user Pause / Undo / consent
  • Adapters — simulator (default), optional BrainFlow; architecture-ready for high-bandwidth streams

Local install (full stack)

git clone https://github.com/pileofflapjacks1/neural-flow-architect.git
cd neural-flow-architect
python3 -m venv .venv
source .venv/bin/activate   # Windows: .venv\Scripts\activate
pip install -e ".[dev]"

python -m neural_flow_architect --help
nfa doctor
nfa demo --duration 20
nfa start --with-ui
# UI: http://127.0.0.1:5173  · API: http://127.0.0.1:8741/health

Optional open EEG: pip install -e ".[brainflow]" then nfa doctor --brainflow.

How it fits the suite

PieceRole
NeuraBeachCatalog / store
NeuraShellControl plane + live demo
NeuraBinderEnd-user app + live demo
NeurabridgeIntent middleware library
NeuraRoboBridgeRobot path + sim live demo
Intent → OSReference OS adapter
Neural Flow Architect (this)Research flow co-pilot + browser demo

North star: Beach finds tools · Shell · Binder · RoboBridge · NFA research sim are live demos · Bridge shares app intents · NFA is research only (not a product app).

Safety & claims

  • Research / assistive software only — not SaMD / medical device.
  • Not implant firmware. Prefer “high-bandwidth BCI / intracortical-class architecture” — no Neuralink partnership or clinical outcome claims.
  • Not affiliated with Neuralink Corp.
  • Local-first neural handling; user remains in control (Pause / Undo / consent).
  • Hosted demo = synthetic engagement only — not a live neural stream, not clinical metrics.
  • Screenshots are product mockups of the companion UI concept — not clinical imagery.

Package manifest

neurabeach-manifest.jsonsafety_class: research_only, runtime: cli, suite_role: research, depends_on: [], min_python: 3.11, banned_claims: true.

Suite

Part of Joe’s Neura Suite — collection col-neura-suite.

Version history

  • v0.2.0

    Current published version.

  • v0.1.0

    Initial public release.

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