Prompt-sensei — Claude Skill by chengzhongwei

by chengzhongwei · Claude Skill · ★ 115

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About Prompt-sensei

Prompt Sensei Prompting is becoming one of the most important engineering skills in the AI era. Prompt Sensei helps you improve your prompts while teaching you how to improve. 中文说明 Prompt Sensei is a quiet, local-first prompt coach for Claude Code and Codex, including IDE/plugin environments that can load those skills. It gives stage-aware feedback, rewrites rough prompts into better ones, looks back on local history when you ask, and helps you practice one habit at a time. No cloud. No telemetry. No leaderboard. No raw prompt archive. Prompt Sensei's score is a coaching signal, not an objective grade or a guarantee of better output. The real test is whether the improved prompt produces a more useful first draft, fewer clarification turns, safer agent behavior, and easier verification. Why This Exists AI coding agents do real work: they edit files, run commands, and make implementation choices. A vague prompt does not just produce a vague answer; it can produce broad edits, hidden assumptions, and extra revision loops. Prompt Sensei is built around a simple belief: Prompting is an engineering skill. Engineering skills improve through feedback.

ai-codingclaude-codeclaude-code-skillsclaude-skillscodexdeveloper-toolslocal-firstprompt-engineering

Quick Facts

Stars115
Forks13
LanguageJavaScript
CategoryClaude Skill
LicenseApache-2.0
Quality Score58.412/100
Last Updated2026-05-17
Created2026-04-25
Platformsclaude-code, codex, node
Est. Tokens~62k

Compatible Skills

These tools work well together with Prompt-sensei for enhanced workflows:

  • claude-plugins — semantic(0.23)+complementary+same_lang+similar_pop+shared_platform (58%)
  • ai-agent-skills — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (56%)
  • skillboss-skills — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (56%)

Prompt-sensei alternative? Top 6 similar tools

Looking for a Prompt-sensei alternative? If you're comparing Prompt-sensei with other claude skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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Frequently Asked Questions

What is Prompt-sensei?

Prompt-sensei is Local-first prompt coach for Claude Code and Codex that improves prompts, observes prompting habits, and analyzes local history with explicit consent.. It is categorized as a Claude Skill with 115 GitHub stars.

What programming language is Prompt-sensei written in?

Prompt-sensei is primarily written in JavaScript. It covers topics such as ai-coding, claude-code, claude-code-skills.

How do I install or use Prompt-sensei?

You can find installation instructions and usage details in the Prompt-sensei GitHub repository at github.com/chengzhongwei/Prompt-sensei. The project has 115 stars and 13 forks, indicating an active community.

What license does Prompt-sensei use?

Prompt-sensei is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to Prompt-sensei?

The top alternatives to Prompt-sensei on Agent Skills Hub include memorix, claude-elixir-phoenix, compose-skill. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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