Classify tasks and recommend prompt-engineering methods across five dimensions.
npx skills add https://github.com/rd162/skills --skill selecting-pe-methods
Please help me install this Agent Skill. Skill: selecting-pe-methods Source: https://github.com/rd162/skills/tree/main/selecting-pe-methods Command: npx skills add https://github.com/rd162/skills --skill selecting-pe-methods
This skill helps you decide which prompt engineering method (or combination) to use for a task by evaluating domain, complexity, stakes, and budget, reducing guesswork and maximizing outcome quality.
Provide task details including stakes, complexity, divergence, freshness, and budget to receive a prioritized PE method recommendation.
High-intent search queries and answers about installing and using this skill.
To choose a prompt engineering method, evaluate your task across five dimensions: stakes, complexity, divergence, freshness, and budget. This structured approach reduces guesswork by classifying the task and matching it with the most suitable reasoning, knowledge, or action pattern.
A decision matrix for prompt engineering is a structured framework that classifies tasks based on stakes, complexity, divergence, freshness, and budget. It delivers a fixed-format template recommending primary and secondary methods, self-refine integration, and a rationale for reproducible outcomes.
Use self-refine integration in your prompt workflow for high-stakes planning, iterative tasks, research synthesis, and creative development. It is recommended when your task evaluation indicates a need for structured output refinement alongside the primary prompt engineering method.
Yes, you can use a structured prompt template for real-time tool use and research. The method selection process applies to these scenarios by evaluating task dimensions and delivering a fixed-format output including TASK, DIMENSIONS, METHOD, STRUCTURE, and RATIONALE for easy integration.
The best way to structure prompts for high-stakes planning is to use a decision-matrix driven method selection. By assessing stakes, complexity, divergence, freshness, and budget, you receive a structured template with a primary method, optional secondary method, and rationale to maximize outcome quality.
Yes, you need to provide task details including stakes, complexity, divergence, freshness, and budget. Inputting these five dimensions allows the system to classify your task and generate a prioritized prompt engineering method recommendation with a structured, reproducible output.
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