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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: local adapters (simulator / optional BrainFlow), multi-dimensional flow proxies, proactive Architect agent, environment hooks, personalization. Not a medical device. Not implant firmware. Not the NeuraBinder live demo.

Python 3Simulator defaultoptional BrainFlowLocal companion UI (1271:5173) — not a Vercel productLocal-first — not implant software

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
python -m neural_flow_architect --help

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 live demo, not NeuralBridge 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

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

Quick start

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.

No hosted Live demo — run the open-source CLI (and optional local companion UI) yourself.

How it fits the suite

PieceRole
NeuraBeachCatalog / store
NeuraBinderEnd-user app + live demo
NeuralBridgeIntent middleware library
Intent → OSReference OS adapter
Neural Flow Architect (this)Research flow co-pilot

North star: Beach finds tools · Binder is the live demo · Bridge shares intents. NFA is research only.

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).
  • 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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