probe

Compare LLM-based and file-based namespace detection in cekernel environments.

15|Updated Feb 21, 2026

Search Tags:#plugin #detection #namespace #probe #diagnostic #cekernel

Ready to run

npx skills add https://github.com/clonable-eden/cekernel --skill probe-clonable-eden

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: probe
Source: https://github.com/clonable-eden/cekernel/tree/main/skills/probe
Command: npx skills add https://github.com/clonable-eden/cekernel --skill probe-clonable-eden

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill helps determine how the cekernel environment is configured by verifying namespace detection methods.

Core Features & Use Cases

Verifies Namespace Detection: Compares LLM-based detection with file-based detection (D2) as defined in ADR-0009.
Identifies Execution Context: Determines if cekernel is running as a plugin or locally.
Use Case: Before deploying a new cekernel skill, run the probe to ensure your environment is correctly configured for plugin or local execution, preventing potential runtime errors.

Quick Start

Run the probe skill to diagnose namespace detection.

Frequently Asked Questions about probe

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I diagnose namespace detection issues in a cekernel environment?▼

Namespace detection in cekernel works by comparing LLM-based detection with file-based detection (D2) as defined in ADR-0009. This comparison identifies whether the execution context is running as a plugin or locally.

How do I check if cekernel is running as a plugin or locally?▼

Check if cekernel is running as a plugin or locally by running the probe diagnostic. It validates the namespace detection mechanism by reading a reference file and executing a Bash snippet to confirm the execution context.

When do I need to verify namespace detection before deploying a cekernel skill?▼

Verify namespace detection before deploying a new cekernel skill to ensure the environment is correctly configured for plugin or local execution. Running the probe prevents potential runtime errors caused by misconfigured execution contexts.

What is the difference between LLM-based and file-based namespace detection?▼

The difference between LLM-based and file-based namespace detection is the validation source. The probe compares the LLM's context identification against the D2 file-based detection method to verify the cekernel execution context.

Do I need Bash to run a namespace detection probe for cekernel?▼

Yes, you need Bash to run the namespace detection probe for cekernel. The diagnostic requires executing a Bash snippet to validate the execution context and compare it against the reference file.