prompt-benchmark
CommunityBenchmark prompts with measurable results.
Authormanutej
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a reproducible framework to benchmark and compare different prompt strategies (CoT, Tree-of-Thought, and meta-prompts) across standard AI benchmarks, enabling data-driven decisions about prompt design.
Core Features & Use Cases
- Deterministic benchmarking across multiple prompt strategies and model configurations.
- Benchmark support for standardized tasks (MATH, GSM8K, Game of 24) with per-problem evaluation and aggregated statistics.
- Practical use cases include selecting the best prompting approach for a given task, validating prompt optimizations, and generating repeatable reports for stakeholders.
Quick Start
Install dependencies, configure your OpenAI API key, and run the benchmark suite to compare prompts and generate a results report.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: prompt-benchmark Download link: https://github.com/manutej/categorical-meta-prompting/archive/main.zip#prompt-benchmark Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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