Prompt-sensei

Name: Prompt-sensei Review
Item: Prompt-sensei
Rating: 3.0
Author: Aaron Matthews

Skill Development Usable

Works inClaude Code

Usable Scanned — metadata only

Reduces iteration cycles on AI prompts by surfacing patterns in what works locally, helping teams standardize effective prompt structures before scaling them…

Local-first prompt coach for Claude Code and Codex that improves prompts, observes prompting habits, and analyzes local history with explicit consent.

Analyze prompt patterns across local project history to identify reusable templates
Coach developers on prompt clarity before submitting to production systems
Track which prompt structures yield higher-quality code generation results

107 starsApache-2.0 (commercial OK)FreeQuick setup

Usable rating — This tool is functional but has notable gaps. Review the evaluation notes below before deploying.

Why it matters

Reduces iteration cycles on AI prompts by surfacing patterns in what works locally, helping teams standardize effective prompt structures before scaling them across the organization.

Best for

Development teams using Claude Code who want systematic feedback on prompt quality without shipping data externally.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/chengzhongwei/Prompt-sensei

By chengzhongwei

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → Plugins → Add plugin. Search and click Install. Skills work in Claude Code only.

Option 2: Paste into Claude CodeCopy the command below and paste it into your conversation. Claude will install it.

Instructions to paste into Claude

git clone https://github.com/chengzhongwei/Prompt-sensei ~/.claude/skills/prompt-sensei
(cd ~/.claude/skills/prompt-sensei && npm install && npm run build)
Then run /prompt-sensei observe inside Claude Code.

First thing to try

After installing, paste this into Claude:

Help me analyze prompt patterns across local project history to identify reusable templates

Prerequisitesgit, Node.js and npm (skill is built locally with npm run build)CostFree

Trust Signals Auto-scanned

Stars107Contributors2Last updated2026-07-13LicenseApache-2.0 (OK for commercial use)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-08-16 · scanner v1

Community Pulse Growing

Discussed on Reddit

Rio took one look at Anime Sensei and promptly forgot all of her lines [Aris/Ali — Reddit · 2291 pts
"Can this Guy be our Sensei instead?" [Prompt] — Reddit · 363 pts
[prompt] "Sensei, Naruto has a bow and I'm scared." — Reddit · 259 pts

3 mentions across 1 sources

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

catalog_hygiene stale-eval refresh: Scored from trust signals (evidence-eval-v1): 107 GitHub stars; 2 contributors; last commit 36d ago; license Apache-2.0.

Things to check

Scanned, not hands-on tested — this entry was auto-scanned from public metadata (GitHub metrics, license, security flags). No reviewer has run it, and no tool-specific limitations have been documented yet.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

3/5

Versatility

3/5

Reliability

3/5

Security

3/5

Overall score3.00 / 5.00 UsableEvaluatedAug 2026

catalog_hygiene stale-eval refresh: Scored from trust signals (evidence-eval-v1): 107 GitHub stars; 2 contributors; last commit 36d ago; license Apache-2.0.

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