_run-and-analyze
OfficialExecute, analyze, and interpret experiment results.
Software Engineering#automation#data analysis#hypothesis testing#experimentation#script execution#result interpretation
Authorinference-sim
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the execution of experiment scripts, analyzes their output, and interprets the results to determine the outcome of a hypothesis.
Core Features & Use Cases
- Automated Experiment Execution: Runs
run.shscripts within specified hypothesis directories. - Output Verification: Checks for essential output files (
config_a.txt,config_b.txt). - Analysis Script Execution: Runs
analyze.pyto process experiment outputs. - Result Interpretation: Classifies outcomes as Confirmed, Refuted, or Inconclusive based on metrics.
- Use Case: After designing an experiment to test a caching latency hypothesis, this Skill will run the experiment, analyze the performance data, and provide a clear interpretation of whether the hypothesis was confirmed or refuted.
Quick Start
Use the _run-and-analyze skill to execute the experiment in the hypotheses/h3-caching-latency directory with the claim 'Caching reduces latency'.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 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: _run-and-analyze Download link: https://github.com/inference-sim/sdlc-plugins/archive/main.zip#run-and-analyze Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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