01
First-person perspective
Capture visual attention, tool use, and task progression through the operator's eyes.
AUTHORIZED HUMAN SKILL DATA
RoboSkill
Human skills
ready for robots
We capture complete, real work as it happens. Never staged demonstrations or simulated tasks. Every collection preserves not only actions but also the context, judgment, and know-how behind them.
A traceable semantic dataset linking real-world video to tasks, tools, context, decisions, and quality checks.
Four-claw toy assemblyFirst-person + auxiliary view
Scroll to learn how real-world expertise becomes robotics-ready data ↓
THE OPPORTUNITY
Robots need more
than actions.
They need know-how
Real expertise lives in the details: when to act, how to use a tool, what to notice, and the small techniques that make work faster, smarter, and more effective.
We don't just capture what people do.We capture what makes them good at it.
OUR DATA APPROACH
Capture work as it
really happens
02
Auxiliary views
Add spatial context with complementary views of posture, workstations, objects, and environment.
03
Skill context
Record the work description, the tools and materials used, and their types, models, and other relevant background details.
04
Skill annotation
Identify and annotate distinctive work techniques across skill levels, revealing the deeper meaning behind each action.
Authorized capture→Multi-view recording→Skill annotation→Robotics-ready data
PILOT COLLECTION
A closer look at
human expertise
We identify and annotate the subtle techniques skilled workers use in real workplaces, captured with their authorization.
01
Fried rice
A quick tap clears the wok cleanly.
02
Checking empty containers
A quick shake confirms the container is empty.
03
Fitting a pillowcase
A quick pinch seats the pillow neatly in place.
● All public-facing footage is subject to documented authorization and privacy review.
WHO WE WORK WITH
Built for robotics teams
working in the real world
Robotics companies
Explore authorized human skill data designed around real tasks, environments, and operational context.
Discuss a data partnership ↗Research institutions
Study human skill, task understanding, behavior modeling, and human-robot collaboration from responsible real-world recordings.
Explore research collaboration ↗TRUST & AUTHORIZATION
Trust is part of the
dataset
Meaningful skill data must be collected responsibly. Our public principles make that commitment clear.
Review our principles ↓01Informed and documented authorization
Each technical worker receives agreed compensation and gives documented authorization before collection. The permitted uses and compensation are documented in the authorization and compensation record.
02Privacy-aware capture and processing
Faces, voices, and other sensitive personal information are blurred, removed, or otherwise processed to reduce privacy risk before data is shared or used.
03Clear boundaries for data use
Data is used only within the scope described in the authorization record. Footage shown on this website has received additional authorization for promotional use.
04Traceable data management
Each collection is linked to authorization information, collection time and location, and relevant tools and materials, supporting responsible tracking and management.
LET'S WORK TOGETHER
Let's help robots learn
from real human skill
hello@roboskill.net ↗WhatsApp+60 111 6393 077 ↗
Office157G, Jalan Rodat 1/KU5,
Bandar Bukit Raja, 41050 Klang,
Selangor, Malaysia