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dsteven12
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prompt-strategy-router

Classify tasks and route prompts to tiered prompting strategies.

1|Updated Mar 24, 2026
Search Tags:#workflow#llm#prompting#prompt-engineering#task-classification#strategy-router
One-click install
npx skills add https://github.com/dsteven12/airtable-sa-skills --skill prompt-strategy-router
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-strategy-router
Source: https://github.com/dsteven12/airtable-sa-skills/tree/main/skills/prompt-strategy-router
Command: npx skills add https://github.com/dsteven12/airtable-sa-skills --skill prompt-strategy-router

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Routes tasks to the most effective prompting strategy before execution, reducing guesswork and improving output quality by ensuring the right cognitive approach is applied upfront.

Core Features & Use Cases

  • Task classification across dimensions (primary mode, correctness sensitivity, structure importance, ambiguity, depth, speed) to select suitable strategies.
  • Access to a Tiered Strategy Catalog (Tier 1-3) with evidence, plus rules for safe combinations and quality gates.
  • Automatic reformulation of prompts for downstream skills and handoff orchestration, including structured prompts for XML inputs.
  • Supports optional downstream execution modes: direct reformulated prompt or handoff to subordinate skills like workflow-doc or technical-design-doc.

Quick Start

Provide a task description and I will classify it, choose an optimal prompting strategy, generate a reformulated prompt, and present an execution plan for your approval.

Frequently Asked Questions about prompt-strategy-router

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

FAQPage Schema
How do I route LLM prompts to the best prompting strategy before execution?▼

To route LLM prompts effectively, classify the task across dimensions like primary mode, correctness sensitivity, and ambiguity, then match it to a tiered strategy catalog to reformulate the prompt before execution.

What is task classification in prompt engineering and when do I need it?▼

Task classification in prompt engineering evaluates dimensions like structure importance and depth to select suitable strategies. You need it when multi-step workflows require reducing guesswork and improving output quality upfront.

Can I use prompt strategy routing for code architecture and document creation tasks?▼

Yes, prompt strategy routing supports code architecture and document creation by classifying these tasks, selecting appropriate cognitive approaches from its tiered catalog, and coordinating execution handoffs.

Does this prompt routing method support handoffs to subordinate skills for structured XML inputs?▼

Yes, the prompt routing method supports handoffs to subordinate skills like workflow-doc or technical-design-doc, automatically reformulating prompts and generating structured inputs for XML formats.

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