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llmx/codex-cli/examples/prompt-analyzer/template/analysis_dbscan.md
Ilan Bigio 59a180ddec Initial commit
Signed-off-by: Ilan Bigio <ilan@openai.com>
2025-04-16 12:56:08 -04:00

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Prompt Clustering Report

Generated by cluster_prompts.py 2025-04-16

Overview

  • Total prompts: 213
  • Clustering method: dbscan
  • Final clusters (excluding noise): 1
label name #prompts description
-1 Noise / Outlier 10 Prompts that do not cleanly belong to any cluster.
0 Role Simulation Tasks 203 This cluster consists of varied role-playing scenarios where users request an AI to assume specific professional roles, such as composer, dream interpreter, doctor, or IT architect. Each snippet showcases tasks that involve creating content, providing advice, or performing analytical functions based on user-defined themes or prompts.

Plots

The directory plots/ contains a bar chart of the cluster sizes and a tSNE scatter plot coloured by cluster.