numerical-reliability-gate
CommunityEnsure numerical result convergence and reliability across multiple checks
Authorfkguo
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps researchers ensure that numerical results from calculations or simulations are not only accurate but also converge under different methods and settings, and can be reliably compared with reference data.
Core Features & Use Cases
- Convergence and Reliability Checks: Applies various tests to verify numerical results for stability under different conditions and against different methods.
- Validation Against References: Allows researchers to check numerical results against published values.
- Use Case: For a complex scientific calculation that has several possible outputs, use this Skill to verify the numerical results from various simulations or analytical methods and ensure they converge under a specific configuration before reporting the results.
Quick Start
To run the numerical-reliability checks for your results, use the numerical-reliability-gate skill and specify your calculation results file.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferencesassets
💻 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: numerical-reliability-gate Download link: https://github.com/fkguo/nullius/archive/main.zip#numerical-reliability-gate Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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