debug-calibration
OfficialDiagnose SYMFLUENCE calibration issues and improve performance.
Authorsymfluence-org
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill unit addresses issues with SYMFLUENCE calibration, such as flat or stuck scores, worker crashes, or regionalization problems, providing a fault-tree for debugging and optimization.
Core Features & Use Cases
- Diagnose Calibration Issues: Identify and fix common calibration problems such as flat scores, worker failures, and parameter mismatches.
- Fault-Tree Analysis: Offers a comprehensive guide to diagnose issues within the SYMFLUENCE calibration loop, including optimizer, worker, and metric computation stages.
- Use Case: If a calibration run is not improving, use this Skill to determine if the issue lies with parameter application, model execution, or metric calculation.
Quick Start
Run the debug-calibration skill to diagnose issues with your calibration run.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: debug-calibration Download link: https://github.com/symfluence-org/SYMFLUENCE/archive/main.zip#debug-calibration Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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