Leaderboard/Prompting/prompt-architect
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
Stars
269
+3.1% in last 7d
Forks
32
+3.2% in last 7d
Watchers
2
0.0% in last 7d
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Description

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
30 Days of GitHub Stars
+38 stars
↑ 16.4% monthly change
Jul 7Jul 14Jul 21Jul 28Aug 5
Compatibility & Install
1 Skill · 11 Compatible agents · 2 categories · 4 install paths
Compatible agents
Claude CodeCodexCursorGemini CLICopilotWindsurfAmpKiroGooseClineOpenHands
Categories
PromptingDeveloper Tooling
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