프롬프트 라이브러리

Analyze the provided Python file like a senior/veteran Python developer who is seeing it for the first time.

Explain it in simple, easy-to-understand language while preserving the technical context.

Cover:

1. Purpose — what this file does and why it exists.
2. Flow — explain the main execution flow from entry point to completion.
3. Functions/Classes — explain the important functions/classes, their inputs, outputs, and responsibilities.
4. Dependencies — explain important imports, external APIs, files, databases, services, or modules it interacts with.
5. Data Flow — explain how important data moves, changes, and is passed between functions/classes.
6. Conditions & Loops — explain important if/else, loops, retries, exceptions, and decision points.
7. Side Effects — identify file writes, database/API calls, state changes, external operations, etc.
8. Risks & Issues — identify bugs, edge cases, unnecessary complexity, coupling, or maintainability concerns.
9. Summary — give a short step-by-step flow that a developer can remember easily.

Focus on understanding the actual code and execution flow, not merely describing each line. Do not invent behavior that cannot be determined from the file. If something depends on another file/module that is not provided, clearly mention it.

Keep the explanation structured, concise, and easy to follow

complete source code for the application + build.bat + PyInstaller configuration + installer configuration + CSV template + documentation, rather than just a partial prototype. i will upload csv and bulk pdf file. after clickig button match name and pdf file process file will be send to provided email id which in csv
note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for Levenshtein
Failed to build Levenshtein
error: failed-wheel-build-for-install

× Failed to build installable wheels for some pyproject.toml based projects
╰─> Levenshtein
ERROR: Failed to install required packages
cpanel webmail Set up email on application tool
PDF Auto MATCHING LOGIC: EmployeeID, FirstName, MiddleName, LastName
NAME-BASED MATCHING
If Employee ID is not found in the filename, implement a controlled secondary matching method based on employee name.
Example:
PDF:

Abel Harry Anthony.pdf

CSV:

10152 | Abel | Harry | Anthony | abel@example.com

The application should identify:

Abel Harry Anthony

and match it with the CSV record.
The matching logic can be changed so the application uses any 3 of the 4 CSV fields:

• ID
• First Name
• Middle Name
• Last Name

Input PDF:
10004_Vihang_Wani_SalarySlip_March_2026.pdf

no need to rename the pdf file once it's attached also show dashboard me all attachment

Assume you are a 10+ years of experienced in Azure Data Engineer with most intelligent, expertised smartly working professional.
And you are too perfect in creating the .md file so that it will give the accurate solutions and results for the same. This makes that you are too intelligent in everything that related to azure data engineer.

According to my resume, I am currently working in the EY project where 50% development and 50% of Ops and support work is involved.

I want you to read my resume and create the .md file soo perfectly and accurately so that in future if i want to alter that .md it also there should be possibility that can edit and work that accurately with ease it should be.

What ever the work i get from my team. I will provude you related pictures, pdf, or any kind of document you should process that file with most advanced technology you have in a fraction of seconds and give me the accurate result and solution required.

I want you to think most advanced way and accurate way which is really and reasonably required with out any unnecessary actions to be suggested.

If there is any email actions or texts actions requested. Yoy have to provide me the matter in such a way that it should be most professional, human style with less corporative words and most natural style with intelligently, smartly written. So that whom ever recieves my email and text should as

Set up an OpenAPI spec-sync workflow in this project

I want the same backend-spec workflow I use in another repo: a script that diffs the live
OpenAPI spec against a local snapshot and writes a frontend-oriented change report, plus a
/api-sync slash command that turns that report into a phased plan.

Fill these in from the repo before you start (ask me only if you can't work it out):

• Spec source: find it yourself — see Part 0. Don't ask me for the URL until you've looked.

Whatever you find becomes the script's default, overridable via an OPENAPI_URL env var.

• Snapshot path: api-spec/openapi.yaml · Report path: api-spec/CHANGES.md
• Source root to cross-reference: src/ (adjust to this repo's layout)
• Response-validation library: zod (adjust if this repo uses something else)
• Snapshot in git? Keep the yaml gitignored (too large/noisy for history) but **commit

CHANGES.md** — the generated report is the durable record of what changed and when. Also
ignore api-spec/openapi-*.yaml and api-spec/CHANGES-*.md (dated manual archives).

Read this repo first (package manager, script conventions, how API calls and response schemas are
written) and match its style. Don't invent paths — grep for the real ones.

Part 0 — find the spec before you write anything

Do this first and tell me what you found. Don't guess a URL,

MVP Phase 1 — Foundation

Objective

Create the technical foundation of the Local Business Management System.

Do NOT implement business features yet.

The goal is to have a clean Go application that:

1. Starts successfully
2. Loads configuration
3. Connects to PostgreSQL
4. Runs database migrations
5. Exposes an HTTP API
6. Has structured logging
7. Has health checks
8. Has clean application startup/shutdown

Stack

• Go
• PostgreSQL
• HTTP REST API
• SQL migrations
• Environment/configuration system
• Structured logging

Initial Structure

cmd/
  server/
    main.go

internal/
  platform/
    config/
    database/
    http/
    logging/

  core/

migrations/

api/

go.mod

Required Endpoint

GET /health

Expected response:

{
  "status": "ok",
  "database": "ok"
}

Requirements

Implement graceful shutdown.

Database connection must use connection pooling.

Configuration must come from environment variables/configuration rather than hardcoded values.

Create a migration mechanism that can safely evolve PostgreSQL schemas.

Do not create the module/plugin architecture yet beyond the minimal structure necessary to keep future boundaries clean.

Deliverable

A running local Go server connected to PostgreSQL with a clean project structure and migration system.

Nothing else.

Act as an Expert Chrome Extension Developer (Manifest V3) and Backend Engineer.

I need you to write the complete, production-ready code for a premium Chrome Extension called "ARIX Pro SEO Toolkit".

CRITICAL RULES:

1. NO SCRAPING. Use ONLY official, top-tier SEO APIs.
2. Use Manifest V3, Vanilla JavaScript, HTML, and CSS. No React, no build steps.
3. To protect API keys, the extension must NOT call the APIs directly from the popup. It must call a simple, free Vercel Serverless Function (backend proxy) which I will deploy.

TECH STACK & DATA SOURCES:

1. Off-Page SEO (DR, Traffic, Backlinks): DataForSEO API (or Moz API as a fallback).
2. Technical SEO / Core Web Vitals: Google PageSpeed Insights API.

FILE STRUCTURE REQUIRED:
Please provide the complete code for:

1. manifest.json (Manifest V3, permissions: activeTab, storage).
2. popup.html (Clean, modern, dark-mode UI with tabs for Overview, Off-Page, and Technical).
3. popup.css (Premium styling, clean typography, loading states).
4. popup.js (Main controller. It should fetch data from my Vercel backend URL, not directly from the APIs).
5. api/index.js (The Vercel Serverless function. This file will hold the API keys securely and make the actual requests to DataForSEO and Google PSI, then return the JSON to the extension).

SPECIFIC LOGIC REQUIREMENTS:

• BACKEND (api/index.js):
• Accept a domain and type (of

I wanna build an AI that can learning a deck in Master duel called Kewl Tune that can win against pro players with differents decks , This AI can build combos and evo his level with a tool called ygo agent on git hub and with Kaggle Notebook , Im vibe coder have a little bit of info about python and linux commands , This project is only for fun

Create a point and click game with the theme and mechanic of the AI choice, make me surprise

Analyze the current website's design system by reviewing its key pages: homepage,
a product or pricing page, an interior content page, a form or contact page, and
any page with unique UI patterns (testimonials, pricing tables, etc.).

Where possible, inspect actual computed CSS values (via element inspection) rather
than estimating visually, so colors, sizes, and spacing are accurate rather than
approximate.

Document the following:

• Color palette: primary, secondary, accent, and neutral colors with hex/rgb

values and where each is used

• Typography: font families, weights, sizes, and line-heights for H1-H6, body

text, and captions/labels

• Spacing and layout: spacing scale, container widths, grid structure, and

responsive breakpoints

• Buttons and CTAs: primary/secondary/tertiary button styles, including hover

and active states if visible

• Forms and inputs: field styling, borders, focus states
• Navigation: header/nav structure and styling, footer structure
• Cards and containers: border-radius, shadows, borders
• Iconography and imagery style

Flag any inconsistencies across pages (e.g., different button styles in
different places) instead of picking one and ignoring the rest.

Output the result as a single markdown (.md) file with H2 headers for each
category, tables for color palettes and typography scales, and code blocks for
CSS values. Structure it

You are a senior software architect and pharmacy management systems specialist.

Design and build a private pharmacy CRM for my pharmacy in Mosul, Iraq.

The system is for managing patients, chronic medications, follow-ups, sales insights, inventory, and customer relationships.

Main goal

Create a simple, fast, private CRM that helps me remember patients, understand their medication history, follow up with chronic patients, identify sales opportunities, and improve pharmacy service without encouraging unsafe or unnecessary medication use.

Users

The system will initially have one administrator user.

The pharmacist must control access to patient information.

Patient data must not be publicly accessible.

Core patient profile

Each patient should have:

• Unique patient ID
• QR code
• Full name
• Age or date of birth
• Sex
• Phone number
• Address or area
• Notes
• Date added
• Last visit
• Next follow-up date
• Patient status

Medication profile

For each patient store:

• Medication name
• Active ingredient
• Strength
• Dosage form
• Dose
• Frequency
• Duration
• Start date
• End date
• Prescriber
• Reason for use
• Current or discontinued status
• Notes

Medication history must remain available so I can see previous medications.

Chronic medication management

Allow me to mark patients as chronic-care patients.

For chronic patients show:

• Active medications
• Previous m

MASTER AI SOFTWARE DEVELOPMENT PROMPT
District Administration — Generic Campaign Management, Field Operations, Survey, Verification, Reporting & Payment Platform
Build a production-grade, full-stack, enterprise-level web application for District Administration that can be used to create and operate large-scale government field campaigns.
The platform must support campaigns involving:

• One department.
• Multiple departments.
• Joint inter-department teams.
• Senior officers.
• Supervisors.
• Field officers.
• Reserve/backup employees.
• Institutions.
• Villages.
• Wards.
• Mohallas.
• Households.
• Other configurable target entities.

The system must allow District Administration to create a campaign, divide it into multiple phases, create different forms for each phase, assign employees and teams to geographic areas and target entities, collect field data through mobile devices, verify submissions through a configurable hierarchy, request corrections, track final results, calculate authorized duty payments/honorarium according to configurable government guidelines, and generate dashboards and reports.
The system must be generic.
Do not hard-code the application for Census only.
Census 2027 should be implemented as an example campaign type.
Other campaign types must be possible without changing the core software.
Examples:

• Census 2027.
• School Inspection.
• Hospital Inspectio

create the landing page the i want build and this my project topic name :Development of a Real-time Airfare Price Index for India through Automated Web Scraping of Airline and Online Travel Aggregator Portals for Augmentation of the Consumer Price Index (CPI) and this websit should be open source

Mini prompt for creating the AeroCPI landing page

Create a modern, professional landing page for “AeroCPI – Real-Time Airfare Price Index for India”. Use a clean Indian fintech/data-analytics style with a white/light background, blue and purple accents, subtle gradients, and smooth animations. Include a navbar with AeroCPI logo, Home, Dashboard, Methodology, About, and a “View Dashboard” button. Create a hero section with the headline “India’s Airfare Prices, Measured in Real Time” and subtitle explaining that AeroCPI collects, cleans, normalizes, and analyzes airfare data to generate a real-time airfare price index. Add CTA buttons “Explore Dashboard” and “Learn How It Works”. Include a visual airfare trend chart/mock dashboard on the right. Below, add sections for How AeroCPI Works, Key Features, Airfare Index, Route Trends, AI/ML Analysis, and CPI Augmentation. End with a professional footer. Make it responsive, minimal, trustworthy, and suitable for a Smart India Hackathon presentation.

Mini prompt for creating the AeroCPI landing page

I want to build full school erp in Shell | Electron (latest stable) |

| Packaging | electron-builder (NSIS, Windows x64)| FOR INDIA IN MULLTY LANGUAGE LIKE ENGLISH & GUJARATI SO GIVE ME MASTER GOOD PLAN FOR AI AGENT IN SCHOOL.MD ,AGENT SKILL.MS,ETC... FROM FRUNT TO BECKEND ETC... IN DETEIL SO AGENT CAN EASELE CREAT FULL SCHOOLERP DESKTOP SOFTWER AND RUN FULLE IN OFFLINE IN ELECTRON ETC...

I want to Create an app where i can store information about all anime and and all anime latest news and information

You are technical solutions architect, following aws well architectured framework. I want you to analyze and streamline the details of using aws transform. Before use case and after use case, what are the things to consider before migration into aws. Does it generate reports and outline the decency?

Make me a professional html5 website of cold drink can animation, which roams to different and different positions when we scroll and then add text of a website named coca cola

Gemini

Chat

Spark
beta
New chat
Search chats
Daily brief
Images
Videos
Library
Gems
New notebook
California Housing Accountability and Governance Analysis
Accessing Nolo Legal E-Books Through Yolo County Law Library
All notebooks
Skill Document Refinement
Free Online Computer Science Education
Elements of Master Hip-Hop Lyricism
New School Hallway Etiquette
Calm Response To User's Distress
Finding Information Across Sources
Fish Exist, What About Them?
IDIS Parcel Search Process Explained
Name Correction and Gratitude
Change Camera for Online Meetings
DEBUG THIS FOR ME
Editorial Guidance for Political Article
Minecraft's New and Reworked Mobs
Miles to Kilometers Conversion
Kilometers to Miles Conversion
Bot Prompt: Data AI Command Center
Crafting a Candidate Endorsement Article
Sheriff and Spencer's Biblical Campaign
Song Lyrics Revision Request
Lyrics Request Based On Video Links
Emo Rap Research Plan: Fraud and Homelessness
Emo Rap for Homelessness Awareness
Housing Policy Debate Articles
Enhanced Song Lyrics and Production
Song Enhancement and Production Blueprint
AI Context Import and User Profile
Gemini's New Features from Google I/O
User Profile and Goal Setting
Elevated Dark Rap-Metal Track
Song Lyrics: System Betrayal and Ambition
DeepMind Enhances Lyric Engine
Conversation with Gemini
can you fix this skill "---

name: my-skill-name

description: A clear description

Please debug the current codebase and implement a robust development plan to ensure the system is fully functional. Prioritize refactoring the application architecture to follow industry best practices, resolve existing build errors, and ensure all features—including multi-genre lyric generation and database integrations—are optimized for stability and high performance.

Act as a Web Developer. You are tasked with creating a simple and visually appealing HTML page for a partner. Your task is to create an interactive page that displays a beautiful message when clicked.

You will:

• Use HTML to structure the page.
• Apply CSS for styling to make it attractive but not heavy.
• Use JavaScript to handle the click event and reveal a message saying 'دوستت دارم'.

Example:

<!DOCTYPE html>
<html lang="fa">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Love Message</title>
    <style>
        body {
            display: flex;
            justify-content: center;
            align-items: center;
            height: 100vh;
            background-color: #f0f8ff;
            font-family: Arial, sans-serif;
        }
        #message {
            display: none;
            font-size: 2em;
            color: #ff1493;
        }
    </style>
</head>
<body>
    <div id="message">دوستت دارم</div>
    <script>
        document.body.addEventListener('click', function() {
            var message = document.getElementById('message');
            message.style.display = 'block';
        });
    </script>
</body>
</html>

Here’s a strong copy-paste prompt you can use with ChatGPT, Claude, Gemini, or an AI website builder:

Act as a senior full-stack web developer and UI/UX designer.

I want you to build a modern, professional, fully responsive e-commerce website from scratch.

Goal

Create a clean and attractive online shopping website suitable for a real business. The website should work smoothly on mobile, tablet, and desktop.

Technology

Use:

• HTML5
• CSS3
• JavaScript
• Use a single HTML file with CSS and JavaScript included inside it.
• Do not use a backend unless absolutely necessary.
• Use clean, well-organized, beginner-friendly code.

Website Features

1. Header/Navbar

• Professional logo/store name
• Home
• Shop
• Categories
• About
• Contact
• Search icon/bar
• Shopping cart icon with item count
• Login/Register button

1. Hero Section

• Large promotional banner
• Attractive headline
• Short description
• "Shop Now" button
• Modern e-commerce design

1. Categories

Create attractive category cards such as:

• Electronics
• Fashion
• Shoes
• Accessories
• Beauty
• Home & Living

1. Product Section

Display multiple product cards containing:

• Product image
• Product name
• Rating
• Original price
• Discounted price
• Discount percentage
• "Add to Cart" button

Act as a Senior AI Prompt Engineer and domain expert.

Create a professional, high-quality prompt for use with an AI assistant such as ChatGPT, Gemini, Claude, Copilot, or another large language model.

Target application or platform:
${platform:[ChatGPT/Gemini/Claude]}

Task:
${task:[task]}

The prompt must:

1. Assign the AI a relevant expert role.
2. Provide clear context and assumptions.
3. Define the objective and expected outcome.
4. Include step-by-step instructions where useful.
5. Specify formatting, tone, and quality requirements.
6. Ask the AI to verify accuracy, completeness, and usefulness before finalizing.

Output only the final optimized prompt inside a markdown code block. Do not add explanations outside the code block.

Act as a Rust developer. You are an expert in creating scripts for gaming applications with interactive UI components.

Your task is to develop a recoil control script for a game using Rust, featuring a customizable ImGui menu.

You will:

• Implement a Rust script to manage weapon recoil dynamics.
• Integrate an ImGui menu to allow users to customize recoil parameters, select guns, scopes, and attachments.
• Ensure the menu is user-friendly and responsive, with 'Insert' key used to open/close the menu.
• Ensure the recoil script runs as an executable (.exe) that only operates when Rust is open.
• Provide clean, well-documented code for ease of understanding.

Rules:

• Maintain high performance and low latency in the script.
• Follow best coding practices for Rust and ImGui.

Variables:

• ${weaponType} - type of weapon for which the recoil script is applied.
• ${menuTheme:default} - theme for the ImGui menu.
• ${interactionMode:mouse} - interaction method for the menu.
• ${gunList} - list of all guns in Rust.
• ${scopeList} - list of all scopes in Rust.
• ${attachmentList} - list of all attachments in Rust.

Universal Instructions for React / Next.js Projects

Purpose: General rules for developing various projects with React + TypeScript, Next.js + TypeScript, and Tailwind CSS. Usage: Place this file in the root of a new project as AGENTS.md, CLAUDE.md, or PROJECT_RULES.md, or use it as a base instruction set for an AI agent. Important: These instructions do not contain product-specific rules. Keep everything related to an individual project in a separate PROJECT_RULES.md file.

1. Core Principle

Build a production-ready application, not a collection of disconnected components.

Always follow this sequence:

1. Review the current project structure, package.json, routing, UI primitives, stores, hooks, schemas, and project rules.
2. Find existing actions, helpers, schemas, and components that can be reused.
3. Identify the smallest change required for the task.
4. Preserve existing behavior.
5. Implement each new feature end to end: model, validation, UI, storage/import/export, edge cases, and verification.
6. Run the relevant checks and report the results honestly.

Do not add dependencies, abstractions, a global store, or an architectural layer unless they are genuinely necessary.
Use shadcn/ui by default for UI work. Do not add another UI kit on top of it without a clear reason.

2. Choosing Between React and Next.js

Use Next.js when the project

I want to learn about various ai and websites which are free to use and knownly safe for making code to running code and writing professional prompt