Skip to content
kos-firmware logo

KOS Firmware Skill

kos-firmware

K-Scale Operating System - Rust-based robot firmware with gRPC services for actuator control, IMU, and sim2real transfer. Platform abstraction layer for hardware/simulation backends.

SKILL.md

Full skill instructions

KOS Firmware Skill

Trit: +1 (PLUS - generation/​construction) Color: #79ED91 (Bright Green) URI: skill://kos-firmware#79ED91

Overview

KOS (K-Scale Operating System) is a general-purpose, configurable framework for robot firmware. Written in Rust with gRPC services exposed to Python clients via pykos.

Architecture

┌────────────────────────────────────────────────────────────────┐
│                     KOS ARCHITECTURE                            │
├────────────────────────────────────────────────────────────────┤
│                                                                 │
│  ┌──────────────────────────────────────────────────────────┐  │
│  │                    Python Client (pykos)                  │  │
│  │  KosClient.actuator.command_actuators(...)               │  │
│  │  KosClient.imu.get_imu_values()                          │  │
│  │  KosClient.sim.reset()                                   │  │
│  └──────────────────────────────────────────────────────────┘  │
│                            │ gRPC                               │
│                            ▼                                    │
│  ┌──────────────────────────────────────────────────────────┐  │
│  │                   KOS Runtime Daemon                      │  │
│  │  ┌─────────────┬─────────────┬─────────────────────────┐ │  │
│  │  │ Actuator    │ IMU         │ Simulation              │ │  │
│  │  │ Service     │ Service     │ Service                 │ │  │
│  │  └─────────────┴─────────────┴─────────────────────────┘ │  │
│  └──────────────────────────────────────────────────────────┘  │
│                            │ HAL Traits                         │
│                            ▼                                    │
│  ┌──────────────────────────────────────────────────────────┐  │
│  │              Platform Abstraction Layer                   │  │
│  │  ┌─────────────┐  ┌─────────────┐  ┌─────────────────┐   │  │
│  │  │ KBot HAL    │  │ ZBot HAL    │  │ Stub (Testing)  │   │  │
│  │  │ (Hardware)  │  │ (Hardware)  │  │ (Simulation)    │   │  │
│  │  └─────────────┘  └─────────────┘  └─────────────────┘   │  │
│  └──────────────────────────────────────────────────────────┘  │
└────────────────────────────────────────────────────────────────┘

gRPC Services

ActuatorService

service ActuatorService {
  rpc CommandActuators(CommandActuatorsRequest) returns (CommandActuatorsResponse);
  rpc ConfigureActuator(ConfigureActuatorRequest) returns (ActionResponse);
  rpc CalibrateActuator(CalibrateActuatorRequest) returns (ActionResponse);
  rpc GetActuatorsState(GetActuatorsStateRequest) returns (ActuatorStateResponse);
  rpc ParameterDump(ParameterDumpRequest) returns (ParameterDumpResponse);
}

SimulationService (for sim2real)

service SimulationService {
  rpc Reset(ResetRequest) returns (ResetResponse);
  rpc SetPaused(SetPausedRequest) returns (ActionResponse);
  rpc Step(StepRequest) returns (StepResponse);
  rpc AddMarker(AddMarkerRequest) returns (ActionResponse);
  rpc SetParameters(SetParametersRequest) returns (ActionResponse);
}

Python Client Usage

from pykos import KosClient

async def control_robot():
    async with KosClient("localhost:50051") as client:
        # Get actuator states
        states = await client.actuator.get_actuators_state([1, 2, 3])
        
        # Command positions
        await client.actuator.command_actuators([
            {"actuator_id": 1, "position": 0.5},
            {"actuator_id": 2, "position": -0.3},
        ])
        
        # Configure actuator
        await client.actuator.configure_actuator(
            actuator_id=1,
            kp=100.0,
            kd=10.0,
            torque_enabled=True,
        )
        
        # Calibrate
        await client.actuator.calibrate(1)

# For simulation
async def sim_control():
    async with KosClient("localhost:50051") as client:
        await client.sim.reset()
        await client.sim.step(dt=0.002)
        await client.sim.add_marker(
            name="target",
            position=[1.0, 0.0, 0.5],
            color=[1.0, 0.0, 0.0],
        )

Key Contributors

  • codekansas (Ben Bolte): Core architecture, async client
  • nfreq: PolicyService, calibration, parameter dump
  • WT-MM: Markers, visualization
  • hatomist: Acceleration, telemetry

GF(3) Triads

This skill participates in balanced triads:

ksim-rl (-1) ⊗ kos-firmware (+1) ⊗ mujoco-scenes (0) = 0 ✓
kos-firmware (+1) ⊗ evla-vla (-1) ⊗ ktune-sim2real (0) = 0 ✓

Related Skills

  • ksim-rl (-1): RL training library
  • evla-vla (-1): Vision-language-action models
  • kbot-humanoid (-1): K-Bot robot configuration
  • zeroth-bot (-1): Zeroth bot 3D-printed platform
  • mujoco-scenes (0): Scene composition

References

@misc{kos2024,
  title={KOS: K-Scale Operating System for Robot Firmware},
  author={K-Scale Labs},
  year={2024},
  url={https://github.com/​kscalelabs/​kos}
}

SDF Interleaving

This skill connects to Software Design for Flexibility (Hanson & Sussman, 2021):

Primary Chapter: 6. Layering

Concepts: layered data, metadata, provenance, units

GF(3) Balanced Triad

kos-firmware (−) + SDF.Ch6 (+) + [balancer] (○) = 0

Skill Trit: -1 (MINUS - verification)

Secondary Chapters

  • Ch2: Domain-Specific Languages

Connection Pattern

Layering adds metadata. This skill tracks provenance or annotations.

More skills from majiayu000

xiaohongshu logo
majiayu000/claude-arsenal

xiaohongshu

xiaohongshu

286 148
View
agent-task-conductor logo
majiayu000/claude-skill-registry

agent-task-conductor

Conduct multi-agent task orchestration and workflow coordination.

663 1
View
conductor-setup logo
majiayu000/claude-skill-registry

conductor-setup

Initialize project with Conductor artifacts (product definition,

663 1
View
animation-designer logo
majiayu000/claude-skill-registry

animation-designer

Expert in web animations, transitions, and motion design using Framer Motion and CSS

663 1
View
diagramming logo
majiayu000/claude-skill-registry

diagramming

Creates Mermaid and ASCII diagrams for flowcharts, architecture, ERDs, state machines, mindmaps, and more. Use when user mentions diagram, flowchart, mermaid, ASCII diagram, text diagram, terminal diagram, visualize, C4, mindmap, architecture diagram, sequence diagram, ERD, or needs visual docume...

663 1
View
h3-pg logo
majiayu000/claude-skill-registry-data

h3-pg

PostgreSQL bindings for H3 hexagonal grid system. Use when working with H3 cells in Postgres, including spatial indexing, geometry/geography integration, and raster analysis.

23 1
View
conductor-development logo
majiayu000/claude-skill-registry

conductor-development

Context-Driven Development skill for projects using Conductor. Use this skill when you detect a `conductor/` directory in the project, when working on tasks defined in a `plan.md` file, or when the user asks about tracks, specs, or plans. Automatically applies TDD workflow, tracks task completion...

663 1
View
conductor-status logo
majiayu000/claude-skill-registry

conductor-status

Display project status, active tracks, and next actions

663 1
View
dockerization logo
majiayu000/claude-skill-registry

dockerization

Official Stakpak application containerization standard operating procedure, a step-by-step guidline to properly dockerize applications. This is a rule book curated by the Stakpak Team.

663 1
View

Popular AI tools

Kaiber logo
Video

Kaiber

Generate, edit, and beat-sync AI video with leading models in one workspace.

Paid
View
Vimcal logo
Productivity

Vimcal

The world's fastest calendar for remote work

Free
View

Transform Your Design with AI Designer by ImgCreator.ai

Freemium
View
Akool AI logo
Content & writing

Akool AI

Revolutionizing Video Production with AI-Powered Creativity

Paid
View

Extend an image past the frame and let AI fill the new aspect ratio.

Freemium
View
StarByFace logo
Security

StarByFace

Discover your celebrity doppelgänger with StarByFace!

Free
View
C

ChainClarity explains 700+ crypto whitepapers in plain English, with layered summaries, comparisons, research tools, alerts, and a $4.99 Pro plan.

Freemium
View
Opus Clip logo
Coding & apps

Opus Clip

Opus.ai: Revolutionize Your Web Experience

Free
View