Last commit on July 24, 2026·Created on November 24, 2025
ckelsoe/prompt-architect
“A structured library of frameworks for engineering high-precision LLM prompts”
Combined rank
#369
across all skills
In Prompting
#8
category rank
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Prompt Architect provides a systematic approach to prompt engineering by applying 31 distinct frameworks across seven intent categories. It helps prompt engineers and agent developers move from vague requests to structured, expert-level instructions.
The skill analyzes the user's goal—whether it is to create, transform, reason, critique, recover, clarify, or build agentic behavior—and recommends the specific framework best suited to optimize that output.
WHO IT'S FOR
Prompt engineers
applying research-backed frameworks to optimize LLM outputs
AI agent builders
structuring system prompts for autonomous agents
Technical writers
standardizing prompt templates for organizational use
AI power users
improving the effectiveness of daily AI interactions