Prompting Skills
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Why Raw Prompts Fail

Vague inputs produce generic boilerplate. Prompt GPT transforms raw queries into structured, production-ready instructions.

ChatGPT 4o ▾
Without Prompt GPT
"build me system design ideas for url shortener like bitly"
GPT

Here are some ideas for a URL shortener:

1.
Use a web server to handle requests.
2.
Store the original URL and shortened key in a database.
3.
Generate a random 6-character hash key.
4.
Redirect users when they visit the short URL.
5.
You can use MySQL or MongoDB.
ChatGPT 4o (Prompt GPT Active) ▾
With Prompt GPT
Structured Prompt DirectiveAct as a Principal System Architect. Design a high-availability URL Shortener (100M URLs/day). Specify DB schema, Base62 hashing algorithm, Redis caching layer, rate-limiting rules, and API specs.
GPT

System Architecture Blueprint: URL Shortener

1. API Endpoints

•
POST /api/v1/shorten { "long_url": "https://example.com/very/long/path" } -> { "short_url": "https://sho.rt/aB9xK2" }
•
GET /{short_key} -> 302 Redirect to long_url

2. High-Performance Hashing (Base62)

•
Convert auto-incrementing 64-bit ID -> Base62 string [a-z, A-Z, 0-9].
•
6 characters = 62^6 = 56.8 Billion unique URLs. Zero collisions guaranteed.

3. Data Storage Layer

•
Read Heavy Ratio (100:1) -> PostgreSQL for persistent mappings + Redis Cluster for caching hot URLs.
•
Schema:

urls (id BIGINT PRIMARY KEY, short_key VARCHAR(7) UNIQUE, long_url TEXT, created_at TIMESTAMP)

4. Scalability & Caching

•
Cache Top 20% Hot URLs in Redis LRU cache (80/20 Pareto rule).
•
Token Bucket Rate Limiting: 100 requests/min per IP to prevent DDoS.
4 PROMPTING METHODS

Available Prompting Methods

Build from scratch, improve existing text, enhance grammar & phrasing, and save directives locally.

METHOD 01

Build Prompts

Construct structured prompts from scratch by setting role, objective, constraints, and specs.

Set RoleObjective
METHOD 02

Improve Prompts

1-Click upscale highlighted text inside any chat box with senior personas & markdown rules.

1-Click UpscalePersona Injection
METHOD 03

Enhance Prompts

Fix typos, clarify phrasing, and sanitize grammar in real-time before sending to LLM.

Spell FilterPhrasing Fix
METHOD 04

Save Prompts

Store your best prompt directives locally inside browser storage and invoke anywhere.

Privacy VaultTemplate Library
Work 10x faster. Get cleaner AI answers every single time.
PROVEN METRICS

Trusted by AI Power Users Worldwide

Empowering engineers, writers, analysts, and founders at high-growth tech companies.

10K+
Happy Users
Active extension installs
50K+
Prompts Created
Production-grade templates
95%
Time Saved
Faster prompt iteration
4.9 ★
User Rating
Chrome Web Store reviews
100%
Client-Side Privacy
Zero tracking & logs
Used by professionals at top engineering teams
Google
Microsoft
Amazon
Adobe
Notion
Figma
CORE CAPABILITIES

Powerful Custom Infrastructure

Designed for speed, client-side data privacy, and native compatibility with ChatGPT, Claude, and Gemini.

Guided Wizard
Feature 01

Build Prompts from Scratch

Answer 4 simple directives (Role, Objective, Constraints, Output Specs) to automatically construct production-grade prompt templates tailored for ChatGPT, Gemini, or Claude.

Interactive Step Process:
1. Set Role
2. Objective
3. Specs
100% Guided DirectivesReady in 10 seconds
VERIFIED COMMUNITY

Loved by Prompt Engineers

Here is how Prompt GPT is transforming daily AI interactions for active users.

"Prompt GPT is an absolute gamechanger. The Improve feature takes my brief bullet points and formats them so Claude understands tone perfectly."

S
Sarah J.
Digital Marketer

"The saved Prompt Library saves me hours every single week. I store our brand rules once and invoke them across ChatGPT or Gemini in one click."

M
Mark T.
SEO Specialist

"The 100% client-side privacy model and local storage give me total confidence when working with proprietary code. Fast, safe, and effective."

A
Alex K.
Backend Engineer
GOT QUESTIONS?

Frequently Asked Questions

Everything you need to know about privacy, API keys, and browser compatibility.

100% private and confidential. Prompt GPT operates entirely inside your browser sandbox on the client-side. We run zero remote database loggers, store no prompts on external servers, and track zero user directives.
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