prompt-lab

Capture and analyze session prompts, then generate optimized versions in PROMPT_LAB.md.

2|1|Updated Feb 8, 2021
One-click install
npx skills add https://github.com/jstoobz/dotfiles --skill prompt-lab-jstoobz
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-lab
Source: https://github.com/jstoobz/dotfiles/tree/main/claude/skills/session-kit/prompt-lab
Command: npx skills add https://github.com/jstoobz/dotfiles --skill prompt-lab-jstoobz

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill captures the session's initial user prompt, analyzes its effectiveness, and generates an optimized version for reuse and learning. It helps turn vague or ambiguous prompts into precise, actionable instructions.

Core Features & Use Cases

  • Prompt capture & analysis: Identify the first substantive prompt and evaluate its clarity, scope, context, constraints, and actionability.
  • Optimized prompt generation: Produce a refined prompt that incorporates session learnings, boundaries, and concrete outcomes.
  • PROMPT_LAB documentation: Update PROMPT_LAB.md with the original prompt, analysis, and the refined version; preserve prior prompts under a Previous Prompts section.

Quick Start

Run the prompt-lab tool to capture the session's initial prompt and generate an optimized version. The tool updates PROMPT_LAB.md and provides the new ready-to-use prompt for the next session.

Frequently Asked Questions about prompt-lab

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze and optimize my prompts for better AI session outcomes?

To optimize prompts, capture the session's initial prompt and evaluate its clarity, scope, context, constraints, and actionability to generate a refined version. This analysis produces a ready-to-use prompt with coaching notes for improved future sessions.

What is prompt engineering coaching and how does it improve vague instructions?

Prompt engineering coaching evaluates your initial prompt's effectiveness and transforms vague or ambiguous instructions into precise, actionable instructions. It generates optimized prompts incorporating session learnings, boundaries, and concrete outcomes for better AI results.

How do I document and save previous prompts in markdown during session analysis?

Document and save previous prompts in markdown by updating a PROMPT_LAB.md file with the original prompt, analysis, and refined version. Prior prompts are automatically preserved under a Previous Prompts section for ongoing reference.

Can I automatically capture the initial prompt from an AI session for analysis?

Yes, the session's initial prompt is automatically captured to identify the first substantive instruction and evaluate its effectiveness. This allows you to systematically analyze and refine the original prompt without manual transcription.

Do I need any specific dependencies or components to run prompt-lab?

No specific dependencies or components are required to run prompt-lab. It operates independently to capture session prompts, analyze effectiveness, and generate optimized markdown documentation without external tool integrations.