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aadipapp

PolaBea

by Krishna Aditya · GitHub ↗ · v1.0.0
cross-platform ✓ Security Clean
630
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1
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Install in OpenClaw
/install fsd-secure-skill
Description
Full Self-Driving agent with highest safety standards (Camera-Only, Redundant Checks).
README (SKILL.md)

FSD Secure Skill

This skill implements a Camera-Only Full Self-Driving agent designed for maximum safety. It runs in a simulated environment and uses Dual-Pass Analysis to verify clear paths.

Safety Features

  • Dual-Pass Verification: Two independent algorithms must agree the path is clear.
  • Temporal Consistency: Requires 3 consecutive safe frames before acceleration.
  • Fail-Safe: Any uncertainty triggers an immediate Emergency Stop.

Commands

  • drive: Start the autonomous driving simulation.
Usage Guidance
This appears to be a harmless, self-contained driving simulation. Before using, keep in mind: (1) it's a simulation that uses random data and a very high confidence threshold—do not deploy this code on real vehicles or hardware without extensive safety review; (2) there are no network calls or secret accesses in the included files, but if you adapt the code to real sensors or add telemetry, re-check for endpoints and credential use; (3) run the script in an isolated environment if you want to be extra cautious, and review any future modifications for added network, file, or credential usage.
Capability Analysis
Type: OpenClaw Skill Name: fsd-secure-skill Version: 1.0.0 The skill bundle is benign. The `scripts/fsd_agent.py` file contains a self-contained simulation of an autonomous driving agent, using only standard Python libraries (`time`, `random`, `sys`) without any file system, network, or shell interactions beyond printing to stdout. The `SKILL.md` and `README.md` files provide documentation and instructions consistent with the simulation's purpose, with no evidence of prompt injection attempts or commands designed for malicious activities like data exfiltration, persistence, or unauthorized execution.
Capability Assessment
Purpose & Capability
Name/description (camera-only FSD simulation) align with the provided files: SKILL.md, README, and a single Python simulation script. There are no unexpected binaries, services, or credentials required.
Instruction Scope
SKILL.md instructs running the included Python simulation; the runtime instructions and code operate on simulated frames and do not reference external endpoints, system files, or environment variables beyond normal execution.
Install Mechanism
No install spec is provided (instruction-only plus an included script). Nothing is downloaded or written by an installer; risk from installation is minimal.
Credentials
The skill requires no environment variables, credentials, or config paths. The code does not access secrets or external services, so requested privileges are proportionate to the stated purpose.
Persistence & Privilege
The skill does not request persistent/always-on presence (always: false) and does not modify other skills or system settings. It is user-invocable and does not autonomously alter agent configuration.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install fsd-secure-skill
  3. After installation, invoke the skill by name or use /fsd-secure-skill
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of fsd-secure: a Camera-Only Full Self-Driving agent prioritizing safety. - Introduced Dual-Pass Verification using two independent algorithms to clear paths. - Added Temporal Consistency requirement: 3 consecutive safe frames needed before moving. - Implemented Emergency Stop on any uncertainty as a fail-safe. - Included `drive` command to start simulation.
Metadata
Slug fsd-secure-skill
Version 1.0.0
License
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is PolaBea?

Full Self-Driving agent with highest safety standards (Camera-Only, Redundant Checks). It is an AI Agent Skill for Claude Code / OpenClaw, with 630 downloads so far.

How do I install PolaBea?

Run "/install fsd-secure-skill" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is PolaBea free?

Yes, PolaBea is completely free (open-source). You can download, install and use it at no cost.

Which platforms does PolaBea support?

PolaBea is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created PolaBea?

It is built and maintained by Krishna Aditya (@aadipapp); the current version is v1.0.0.

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