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NokkhoAssist by Team Nokkhotropoth

Assistive devices people can build, test and use.

We design practical machines with the people who understand the problem: medical organizations, researchers, fabricators, caregivers, farmers, educators and communities. Our goal is not a showcase of finished products. It is a responsible path from an unmet need to a reproducible open robot.

MITintended package licence
3project tracks
1shared build process

How this catalogue works

Open by default. Honest about maturity.

Each card states who the work is for, what exists today and what a partner can do next. These are briefs and early packages, not claims that every design is released, clinically validated or production-ready.

Designed with users

We seek feedback from the people who will fabricate, operate, maintain or depend on a system.

Reproducible hardware

Plans are organized around accessible parts, clear interfaces, a bill of materials and repairable designs.

Responsible deployment

Robots are prototypes until tested in their intended setting. Partners own local safety, regulatory and clinical review.

Find your entry point

Three ways to work with us

Project catalogue

From assistive ideas to field-ready experiments

Use the filters to find a problem space. Select a card for the intended users, current maturity and the kind of collaboration we are seeking.

02
NokkhoAssist · Assistive & careConcept + system brief

NokkhoAssist Home Support Robot

An indoor platform for non-clinical reminders, telepresence and environmental alerts that can be adapted to a caregiver’s workflow.

For
Caregivers, elder-care programs and assistive-technology researchers
Next
Needs assessment, privacy review and a supervised home prototype
Indoor navigationPrivacy firstModular
Open the build brief

Basic scaffolding

Build a stationary first version with a speaker, screen, physical acknowledgement button, local schedule store and caregiver override. Add wheels only after the interaction is useful and safe.

Prototype plan

  1. Interview caregivers and define non-clinical use cases.
  2. Prototype reminders and escalation on a tabletop unit.
  3. Add telepresence and room-to-room teleoperation.
  4. Pilot in a controlled setting with privacy review.

Blueprint package

Use-case map, permissions model, data-flow diagram, enclosure CAD, wiring and power plan, offline-first software setup, accessibility checklist and caregiver test script.

Scale path

Use a common compute and power module with interchangeable displays, sensors and drive bases. Deploy per-home configuration files, signed software updates and a local service guide rather than a cloud dependency.

Success and safety checks

Measure acknowledgement rate, false alerts, recovery after network loss, battery runtime and caregiver workload. Do not use it for diagnosis, medication dispensing or emergency response without separate validation and approval.

Talk about a care use case
03
Research & learningPrototype / study

Assistive Interaction & Sign Language Arm

A desktop research platform for experimenting with camera-based gesture interpretation and expressive robot motion—not a certified translator.

For
Universities, HCI labs, deaf-led organizations and student teams
Next
Dataset governance, language-community review and interaction studies
Jetson / edge AIComputer vision5-DOF arm
Open the build brief

Basic scaffolding

Use a fixed camera, a 5-DOF arm, a physical stop button and a small approved vocabulary. Separate perception, language mapping and motion control so each can be tested independently.

Prototype plan

  1. Collect consented, community-reviewed sample gestures.
  2. Measure recognition offline before connecting motors.
  3. Replay approved phrases through slow, bounded arm motion.
  4. Run interaction studies with deaf-led partners.

Blueprint package

Dataset card, annotation rules, model evaluation notebook, arm CAD, servo limits, calibration routine, state-machine diagram, API contract and reproducible demo dataset.

Scale path

Keep the language model and robot driver replaceable. Package inference for edge hardware, add signed model versions and publish per-language evaluation instead of claiming universal translation.

Success and safety checks

Report precision, recall, latency, ambiguous-input handling and community acceptance. Never present an experimental model as a reliable interpreter; involve language experts in every deployment decision.

Collaborate on the research platform
04
Research & learningPrototype / study

Field Robotics Learning Platform

A configurable rover for teaching perception, navigation, sensors and environmental data collection without requiring a proprietary platform.

For
Schools, universities, makerspaces and robotics educators
Next
Curriculum pilots, regional parts sourcing and reproducibility testing
ESP32 / SBCOpen curriculumSensor kits
Open the build brief

Basic scaffolding

Start with a robust two-wheel chassis, ESP32 motor controller, encoder feedback, battery fuse, line sensors and a USB serial or Wi-Fi console. Make every lesson runnable without cloud services.

Prototype plan

  1. Assemble a repeatable base and document wiring.
  2. Teach motor control, sensing and telemetry in isolation.
  3. Add mapping, obstacle avoidance and data logging.
  4. Test the same lesson on two independently built units.

Blueprint package

Student build guide, instructor notes, lab safety sheet, modular BOM, pinout, firmware exercises, troubleshooting tree, assessment rubric and data-log examples.

Scale path

Standardize modules and connector keys, pre-cut common parts locally and maintain a versioned curriculum. Train instructors and publish a calibration card so multiple classrooms can maintain their own robots.

Success and safety checks

Track build completion, lesson outcomes, repair time, cost per learner and independent reproduction. Use low-voltage protected power and require supervision around moving parts and batteries.

Build an education pilot
05
Practical fieldPrototype / field test

Waterway Cleanup Skimmer

A small surface vessel concept for collecting floating litter in ponds, canals and managed waterways, with a recoverable and repairable collection system.

For
Municipal teams, environmental groups, operators and fabrication partners
Next
Waterway-specific trials, operator training and maintenance planning
Solar assistSurface vesselRemote / autonomous
Open the build brief

Basic scaffolding

Build a tethered catamaran or pontoon hull with a removable debris basket, guarded propellers, manual remote control, bilge protection and a visible emergency recovery line.

Prototype plan

  1. Test buoyancy, stability and collection capacity in a tank.
  2. Operate manually in a controlled, debris-limited area.
  3. Measure motor load, battery runtime and retrieval time.
  4. Add geofencing and autonomy only after operator training.

Blueprint package

Hull drawings, flotation calculation, propeller guard, collection-basket CAD, wiring and waterproofing notes, motor test procedure, operator checklist and site survey form.

Scale path

Use locally fabricable hull panels and a swappable power/drive cassette. Create a maintenance kit, define debris limits and scale through trained operators and scheduled collection routes—not unattended deployment.

Success and safety checks

Measure kilograms collected per operating hour, battery endurance, bycatch, retrieval time and failure recovery. Obtain waterway permission and protect people, wildlife, waterways and propulsion systems.

Discuss a field pilot
06
Practical fieldDesign + prototype

Rubble Search & Inspection Crawler

A compact tracked platform for remote observation in tight or unsafe spaces, designed to support—not replace—trained responders.

For
Disaster-response researchers, fire services and safety trainers
Next
Controlled exercises, radio-range testing and responder feedback
Thermal sensingLoRa telemetryTracked drive
Open the build brief

Basic scaffolding

Begin with a wired tracked chassis, camera, two-way radio, bright work light, physical stop switch and protected battery. Keep the operator in control and use a training rubble course.

Prototype plan

  1. Characterize traction, turning radius and tether safety.
  2. Add low-bandwidth video, audio and thermal sensing.
  3. Test radio range and recovery in staged obstacles.
  4. Run exercises with trained responders and a spotter.

Blueprint package

Tracked chassis CAD, sensor mount, radio link budget, sealed electronics enclosure, wiring diagram, recovery procedure, operator controls and staged-course test protocol.

Scale path

Standardize a rugged core with replaceable tracks, camera pods and radio modules. Build a spares and battery program, train operators and maintain incident logs before considering real deployments.

Success and safety checks

Measure video latency, link recovery, runtime, incline capability and time to retrieve a stalled unit. This robot must never be treated as proof that an area is safe or as a substitute for a qualified rescue team.

Partner on safe testing
07
NokkhoAssist · Assistive & careConcept + system brief

NokkhoAssist Tactile Learning Companion

A quiet tabletop device that presents refreshable tactile patterns and audio prompts for accessible learning activities.

For
Blind schools, teachers, families and tactile-interface researchers
Next
Co-design the tactile vocabulary, classroom workflow and accessible lesson set
Tactile displayOffline audioAccessible learning
Open the build brief

Basic scaffolding

Start with a small matrix of mechanically actuated tactile pins, physical navigation buttons, a speaker and an offline lesson player. Keep pin force and motion bounded.

Prototype plan

  1. Define a small, community-reviewed tactile vocabulary.
  2. Test one pin, then a short row, before building a matrix.
  3. Pair tactile output with optional audio and teacher controls.
  4. Pilot short lessons with trained educators.

Blueprint package

Pin mechanism drawings, force and travel limits, enclosure CAD, lesson-file format, audio workflow, wiring, firmware state machine, cleaning guide and teacher test script.

Scale path

Use replaceable tactile modules and locally serviceable fasteners. Version lesson packs separately from hardware so schools can update content without replacing devices.

Success and safety checks

Measure tactile readability, false activations, lesson completion, noise, cleaning time and teacher workload. Do not claim Braille proficiency or educational benefit without controlled evaluation.

Discuss an accessible learning pilot
08
NokkhoAssist · Assistive & careConcept + system brief

NokkhoAssist Accessible Communication Station

A privacy-conscious tabletop station for customizable pictograms, speech output and caregiver-approved communication routines.

For
Speech therapists, AAC users, special-education teams and caregivers
Next
Define symbol sets, motor-access needs, language support and offline data rules
AAC researchOffline firstCustom input
Open the build brief

Basic scaffolding

Build a tablet or SBC station with large configurable targets, a physical switch input, local speech output and an explicit caregiver configuration mode. No cloud account is required.

Prototype plan

  1. Map communication goals with a speech professional and user.
  2. Test target size, spacing and switch scanning on a mock interface.
  3. Add offline speech and personalized phrase sets.
  4. Evaluate use in short, supervised sessions.

Blueprint package

Interaction specification, accessibility settings, enclosure and mount drawings, offline data model, export/import format, privacy notes, test protocol and language-content guide.

Scale path

Separate the input layer, phrase library and speech engine so switches, touchscreens and languages can vary. Publish configuration backups and a local setup guide.

Success and safety checks

Measure communication effort, target selection errors, latency, privacy behavior and caregiver setup time. The station must not replace clinical assessment or presume a user's preferred communication method.

Collaborate on communication access
09
NokkhoAssist · Assistive & careDesign + prototype

NokkhoAssist Tabletop Object Helper

A bounded tabletop mechanism for bringing lightweight objects within reach without lifting, gripping or navigating around a person.

For
Occupational therapists, home-care researchers and people with limited reach
Next
Choose safe object classes, reach envelope and user-controlled interaction
Tabletop mechanismLow forceUser control
Open the build brief

Basic scaffolding

Use a slow linear slide, a shallow tray, mechanical end stops, a large user button and a physical stop. Keep the payload light and avoid human-body contact.

Prototype plan

  1. Measure tray friction, travel and stall force on a bench.
  2. Test manual controls with empty and approved objects.
  3. Add current limiting and obstruction detection.
  4. Run supervised reach and usability sessions.

Blueprint package

Travel and payload drawings, pinch-point map, current-limit settings, tray variants, wiring, control-state diagram, cleaning instructions and object eligibility checklist.

Scale path

Offer interchangeable trays and a common drive cassette. Manufacture simple panels locally and publish a service procedure for belts, stops, buttons and electronics.

Success and safety checks

Measure obstruction force, stop response, object retention, user effort and failure recovery. Do not design it to lift people, hot liquids, sharp objects or medication.

Plan a safe assistive prototype
10
Practical fieldPrototype / study

Indoor Air & Accessibility Monitor

A mobile or fixed sensor node that reports temperature, humidity, particulate readings and room-level accessibility observations without identifying people.

For
Schools, clinics, public buildings and environmental-health researchers
Next
Calibrate sensors, define privacy boundaries and compare readings with reference tools
Environmental sensingESP32Privacy by design
Open the build brief

Basic scaffolding

Start with a fixed, mains- or USB-powered enclosure, particulate and climate sensors, local display and removable storage. Add mobility only if room coverage justifies it.

Prototype plan

  1. Compare sensor readings with a reference instrument.
  2. Record drift, warm-up time and data gaps.
  3. Test a privacy-preserving room dashboard.
  4. Map fixed locations before testing a mobile base.

Blueprint package

Sensor placement guide, calibration routine, enclosure CAD, sampling configuration, data schema, dashboard setup, uncertainty notes and cleaning procedure.

Scale path

Deploy identical nodes with signed configuration and local buffering. Use a documented calibration schedule and site-specific thresholds rather than one universal health claim.

Success and safety checks

Report accuracy against the reference, missing-data rate, battery or power reliability and privacy review. Readings are informational and not a substitute for certified environmental or medical measurement.

Discuss a building pilot
11
Practical fieldConcept + system brief

Low-Cost Crop Scouting Rover

A slow field platform for repeatable crop-row imagery and soil observations, giving growers records rather than automated treatment decisions.

For
Smallholder farmers, agricultural extension teams and field researchers
Next
Choose one crop, terrain and observation protocol with local agronomists
Field imagingOffline logsRepairable rover
Open the build brief

Basic scaffolding

Build a manually driven or line-guided narrow rover with protected camera, wheel encoders, GNSS logging and a removable battery. Avoid spraying, cutting or autonomous decisions.

Prototype plan

  1. Measure ground clearance, traction and row alignment.
  2. Capture repeatable images at a fixed height and speed.
  3. Validate labels with agronomists before adding models.
  4. Compare records across one small test plot.

Blueprint package

Row-width envelope, wheel and chassis drawings, camera mount, lighting notes, data schema, field protocol, annotation guide, weather limits and maintenance checklist.

Scale path

Use a common drive base with crop-specific mounts and offline data export. Train operators to inspect and repair units locally; scale observations before scaling autonomy.

Success and safety checks

Measure row coverage, image repeatability, data loss, operator time and maintenance burden. Do not label disease or prescribe treatment without validated agronomic evidence.

Build an agricultural pilot
12
Research & learningConcept + system brief

Assistive Device Test Bench

An instrumented bench for comparing switch inputs, small actuators and accessible controls before they are placed in a user-facing device.

For
Rehabilitation engineers, university labs and assistive-device makers
Next
Define repeatable load cases, sensor calibration and a safe data format
Load sensingTest automationOpen data
Open the build brief

Basic scaffolding

Use a rigid bench, replaceable fixture plates, load cell, displacement sensor, emergency stop and a low-voltage controller. Test components, never people, in the first phase.

Prototype plan

  1. Calibrate force and displacement channels.
  2. Define one repeatable load and duty cycle.
  3. Automate logging and stop on out-of-range values.
  4. Compare two components with the same fixture.

Blueprint package

Fixture CAD, sensor calibration files, wiring, test scripts, data schema, uncertainty notes, load-case definitions, operator checklist and report template.

Scale path

Publish interchangeable fixtures and versioned test recipes so multiple labs can reproduce results. Keep raw data and analysis code separate from conclusions.

Success and safety checks

Report repeatability, sensor drift, stop response and fixture limits. Results describe component behavior under stated loads; they do not certify a complete assistive device.

Collaborate on reproducible testing
13
Research & learningDesign + prototype

Accessible Robotics Maker Kit

A modular low-voltage kit with large connectors, tactile markings and multiple input options for inclusive robotics workshops.

For
Inclusive classrooms, makerspaces, teachers and beginner builders
Next
Audit assembly tasks with learners who have different motor and sensory needs
Low voltageTactile interfacesModular learning
Open the build brief

Basic scaffolding

Provide a fused low-voltage controller, keyed connectors, tactile labels, large switches, simple motors and a printed or laser-cut base. Keep exposed energy and moving force low.

Prototype plan

  1. Observe a learner assembling one module without assistance.
  2. Revise connector force, labels and instructions.
  3. Add switch, keyboard and serial input alternatives.
  4. Pilot one lesson with an inclusive educator.

Blueprint package

Module CAD, connector key, pinout, lesson cards, large-print and screen-reader documentation, safety guide, BOM alternatives and facilitator observation sheet.

Scale path

Standardize modules, locally source consumables and train facilitators. Publish a compatibility matrix so schools can repair or extend kits without a proprietary ecosystem.

Success and safety checks

Measure independent assembly, instruction comprehension, connector errors, repair time and learner enjoyment. Do not assume one accessibility feature works for every learner.

Plan an inclusive workshop
14
Practical fieldConcept + system brief

Community Waste Sorting Assistant

A supervised conveyor or tabletop demonstrator that helps study material sorting workflows without replacing workers or making unsafe classifications.

For
Recycling groups, waste researchers, cooperatives and vocational programs
Next
Map a real sorting workflow, hazards, worker controls and material categories
Human-in-the-loopMaterial sensingSafety interlocks
Open the build brief

Basic scaffolding

Start with a slow tabletop conveyor, guarded drive, large stop buttons and manual category controls. Keep the operator in charge and exclude hazardous materials from tests.

Prototype plan

  1. Document workflow and occupational hazards with workers.
  2. Run the conveyor manually with empty approved items.
  3. Add one sensor and log uncertain classifications.
  4. Evaluate time, fatigue and error with worker oversight.

Blueprint package

Guarding drawings, conveyor interface, interlock wiring, category taxonomy, data policy, maintenance plan, training guide and hazard-control checklist.

Scale path

Scale by workflow modules, not a fully autonomous line. Publish serviceable guards, spare parts and worker-approved changes before adding any actuation.

Success and safety checks

Measure throughput, uncertainty, ergonomic effort, stop response and contamination handling. Do not process medical, chemical, sharp or unknown waste in an educational prototype.

Discuss a supervised field study

NokkhoAssist · a practical open-source promise

Fabricate it. Improve it. Share it.

Our original package content is intended to be released under the MIT License: free to use, copy, modify, fabricate, sell and distribute. We will share design files, firmware, documentation and BOMs as each package becomes ready. Third-party components, libraries, names and data may have their own terms.

Important: Open plans are not medical advice or a certification. Organizations must perform their own engineering, clinical, electrical, cybersecurity and regulatory review before deployment.

View the NokkhoAssist publication package

For organizations that can make a difference

Tell us what you need—or what you can build.

We are looking for medical and rehabilitation organizations, universities, research labs, makerspaces, manufacturers, NGOs, operators and people with lived experience. We will prioritize clear needs and work toward a plan that can be fabricated and used locally.

01

Share the context

Who is the robot for? What environment, task and constraints matter?

02

Review the plan

We align on scope, safety boundaries, parts, documentation and a test setting.

03

Build and learn

Fabricate, test with appropriate oversight, report findings and improve the open design.

Email the robotics team