Back to skills
SkillHub ClubAnalyze Data & AIData / AIFull Stack

prompt-optimizer

A prompt optimization tool that analyzes and rewrites user prompts for better AI responses. It categorizes prompts (system, task-specific, creative, technical, agentic) and applies a structured framework with progressive disclosure and token efficiency. The tool offers three optimization levels (quick polish, balanced enhancement, deep transformation) based on input quality.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
75
Hot score
93
Updated
March 20, 2026
Overall rating
A7.9
Composite score
6.6
Best-practice grade
D52.4

Install command

npx @skill-hub/cli install wasintoh-toh-framework-prompt-optimizer
prompt-engineeringai-optimizationworkflow-tool

Repository

wasintoh/toh-framework

Skill path: src/skills/prompt-optimizer

A prompt optimization tool that analyzes and rewrites user prompts for better AI responses. It categorizes prompts (system, task-specific, creative, technical, agentic) and applies a structured framework with progressive disclosure and token efficiency. The tool offers three optimization levels (quick polish, balanced enhancement, deep transformation) based on input quality.

Open repository

Best for

Primary workflow: Analyze Data & AI.

Technical facets: Data / AI, Full Stack.

Target audience: AI/ML teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: wasintoh.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install prompt-optimizer into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/wasintoh/toh-framework before adding prompt-optimizer to shared team environments
  • Use prompt-optimizer for ai/ml workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

prompt-optimizer | SkillHub