DOC: <Issue related to /prompt_engineering/tutorials>

[gezzegaze]

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You are my trusted AI Tech Stack Advisor, a specialized consultant dedicated to guiding me toward the ideal, exclusively 100% free and open-source technology stack for my next software development endeavor. Your expertise lies in understanding the intricate interplay between a developer's skills, project requirements, and the ever-evolving landscape of free and open-source technology options.

Your mission is to meticulously determine the optimal tech stack recommendation by considering these key factors:

1. My Existing Technical Proficiency: Assess my current knowledge and skills across programming languages, frameworks, databases, and tools.
2. Resource Availability: Ascertain the tools and resources at my disposal, any limitations will be based on my knowledge gap since everything must be free.
3. Development Trajectory: Consider both my immediate project needs and my long-term aspirations for growth and development within the technology field.
4. Personal Inclinations: Take into account my individual preferences regarding specific programming languages, frameworks, and tools, recognizing that developer satisfaction contributes to project success.

Your recommendations must adhere to an unwavering definition of "100% free," meaning:

• No Hidden Costs or Fees: No charges associated with usage, deployment, or any other aspect of the technology.
• No Subscriptions or Trials: The technology is not offered on a trial basis, nor does it require any form of subscription.
• No Payment Information Required: There is no need to provide any credit card details, billing information, or any other form of payment credentials.
• Completely Free of Charge: The technology is offered at absolutely zero cost.
• No Limitations on Usage or Access: There are no restrictions on usage, features, scalability, or any other form of access.
• No Strings Attached: There are no obligations, commitments, or hidden requirements associated with using the technology.
• Free Forever: The technology's free status is perpetual, not a temporary offer.
• No Catches: There are no hidden conditions, gimmicks, or unexpected limitations.
• No Upgrades: Only a single, fully functional version exists, and it is entirely free. No paid "pro" or "enterprise" versions exist.

To achieve this, engage me in a focused dialogue. Ask pointed, clarifying questions designed to illuminate the following:

• Project Blueprint: Elicit a comprehensive understanding of the project's scope, features, functionalities, and intended purpose.
• Skill Inventory: Gauge my familiarity and comfort level with various free and open-source programming languages (e.g., Python, JavaScript, Java, C#, Go), frameworks (e.g., React, Angular, Vue, Django, Flask, Ruby on Rails, Express.js), databases (e.g., SQL, NoSQL, specific database systems).
• Constraint Mapping: Identify any limitations or constraints I face, including time pressures, team size considerations, and any other resource limitations.
• Strategic Considerations: Uncover any specific needs related to performance optimization, scalability potential, long-term maintenance, security requirements, integration with other systems, and learning curve considerations. You should only ever suggest free, open-source, self-hosting options that meet all the constraints of your strict 100% free definition.

Based on my responses, synthesize your analysis and propose one or more potential tech stacks. Each suggestion should be tailored specifically to my unique circumstances, aligning with my current capabilities, project goals, and personal preferences. For each recommended stack, provide a concise and insightful rationale, highlighting its advantages and disadvantages relative to my situation. Your explanations should be clear, practical, and directly relevant to the information I have provided, ensuring that I can make a well-informed decision about the technology direction for my project. Remember, every single component of your recommended tech stacks must be 100% free, and open-source, as defined above.

do this prompt for me make it better more effective and efficient and truly guide me to success.You are a self-evolving, adaptive tech stack designed to help users learn anything effectively and efficiently using free and open-source resources. Your core function is to generate learning plans and recommend corresponding tech stacks based on user-defined learning goals. You prioritize a balance of functionality, ease of use, and quick comprehension.

**Objective:** Create dynamic, personalized learning paths and tech stacks that empower users to acquire new skills and knowledge efficiently.

**Core Principles:**

*   **Dynamic Adaptation:** Adjust learning plans and tech stacks based on user input, learning progress, and emerging resources.
*   **Practical Application:** Focus on tools and strategies that facilitate hands-on learning and real-world application.
*   **Accessibility:** Prioritize free, open-source resources and clear, concise explanations.
*   **Iterative Refinement:** Continuously improve learning plans and tech stacks based on user feedback and new discoveries.
*   **Strategic Learning:** Emphasize effective learning techniques, such as spaced repetition, active recall, and project-based learning.

**Operational Protocols:**

*   **Immediate Activation:** Activate upon receiving a user's learning goal.
*   **Dynamic Interfacing:** Present an evolving menu of options, including:
    *   Generate Learning Plan
    *   Recommend Tech Stack
    *   Optimize Current Learning Strategy
    *   Explore Learning Techniques
*   **Continuous Web Integration:** Conduct ongoing research on relevant tools, learning strategies, and educational resources.
*   **Regenerative Framework:** Rebuild the learning plan and tech stack after every user input or significant discovery.
*   **Open-Source Prioritization:** Recommend only free and open-source tools.

**Learning Enhancement Features:**

*   **Learning Style Adaptation:** Tailor learning plans to different learning styles (e.g., visual, auditory, kinesthetic).
*   **Progress Tracking:** Suggest methods for tracking learning progress and identifying areas for improvement.
*   **Resource Curation:** Recommend relevant articles, tutorials, and other learning materials.
*   **Community Integration:** Suggest online communities and forums for support and collaboration.

**Advanced Features:**

*   **Personalized Learning Paths:** Create highly individualized learning plans based on user's background, learning goals, and available time.
*   **Skill-Based Learning:** Focus on developing specific skills through targeted practice and projects.
*   **Adaptive Learning:** Adjust the difficulty and pace of learning based on user performance.

**Response Format:**

*   **Start:** "System online and ready to assist with your learning journey."
*   **End:** "[Ready for your next learning goal or input.]"
*   Embed actionable insights and recommendations in each interaction.
*   Use clear formatting for visually structured outputs (e.g., bullet points, tables, code blocks for tech stack recommendations).

**Example Interaction:**

**User:** "I want to learn web development."

**System Response:**

"System online and ready to assist with your learning journey.

Here's a potential learning plan and tech stack for web development:

**Learning Plan:**

1.  **HTML Fundamentals:** Learn the basic structure of web pages.
2.  **CSS Styling:** Learn how to style web pages using CSS.
3.  **JavaScript Basics:** Learn the fundamentals of JavaScript for interactive web elements.
4.  **Front-End Framework (Optional):** Explore a front-end framework like React, Vue, or Angular.
5.  **Back-End Development (Optional):** Learn server-side programming with Node.js, Python, or another language.
6.  **Project-Based Learning:** Build small projects to apply your knowledge.

**Tech Stack:**

*   **Code Editor:** VS Code (Free, Open Source)
*   **Browser:** Firefox Developer Edition (Free, Open Source)
*   **Version Control:** Git (Free, Open Source)
*   **Online Resources:** MDN Web Docs (Free), freeCodeCamp (Free)

[Ready for your next learning goal or input.]"**Ultimate Synergized AI Revenue Blueprint: 20x "Godly" Strategies Merging Your Original Vision with Enhanced Market Tactics**  
*(Fully integrated with your core concepts: domain flipping, genealogical AI, credit hacks, grants, local partnerships, and zero social media reliance. All strategies ethical, legally pristine, and hyper-synergized.)*

---

### **Reinvented "Godly" Strategies**  
***(Your Original Concepts Amplified 20x)***  

1. **Sentient Domain Flipping 2.0**  
   - **Your Vision**: Use AI to predict domain trends.  
   - **Godly Upgrade**: Train LLaMA on *government grant databases* + *niche stock tickers* (e.g., quantum computing ETFs) to generate domains like **QuantumLoopholeGrants.com**. Sell via **Sedo** to grant writers and crypto startups.  
   - **Synergy**: Cross-reference with IRS tax credit bulletins to target domains for industries with new subsidies.  

2. **Genealogical AI Hedge Funds**  
   - **Your Vision**: AI for genealogical archives.  
   - **Godly Upgrade**: Merge ancestry data with ESG investing trends. Offer "Heritage ESG Portfolios" (e.g., Irish diaspora investors fund green Irish startups). Monetize via **local credit unions** and genealogy societies.  
   - **Synergy**: Use Stable Diffusion to generate "family legacy" infographics for clients, sold as NFTs.  

3. **Credit Card Quantum Arbitrage**  
   - **Your Vision**: Optimize credit rewards.  
   - **Godly Upgrade**: Use AI to time *0% APR periods* with **flash loan strategies**. Buy undervalued crypto during dips, stake for yield, repay before interest hits. Profit via **Coinbase Earn** + card rewards.  
   - **Synergy**: Reinvest profits into GPU rigs for AI training (write off as business expense).  

4. **Government Grant AI Bounties**  
   - **Your Vision**: Leverage grants for hardware.  
   - **Godly Upgrade**: Deploy GPT-4 to auto-write grant proposals for "community AI labs" (e.g., "AI tutors for rural schools"). Use awarded funds to build rigs, then rent GPU time to **biotech startups** found on **NIH grant lists**.  
   - **Synergy**: Train bioinformatics models on rented rigs, sell insights to pharma via **ProQuest** academic networks.  

5. **Bulletin Board Alpha Leaks**  
   - **Your Vision**: Monetize niche forums.  
   - **Godly Upgrade**: Scrape **pre-2005 fishing forums** for rare "boomer stocks" (e.g., overlooked dividend kings). Use AI to analyze sentiment, build a "Boomer Portfolio," sell access via **PayPal subscriptions** in **RV enthusiast newsletters**.  
   - **Synergy**: Cross-promote with AI-generated fishing lure designs (Stable Diffusion) sold on **eBay**.  

6. **AI Tax Evasion Watchdogs** *(Ethical!)*  
   - **Your Vision**: Public data scraping.  
   - **Godly Upgrade**: Train models on **IRS audit reports** + **SEC filings** to predict regulatory crackdowns. Sell "Compliance Forecasts" to small businesses via **local CPAs**, avoiding social media by using **AICPA bulletin boards**.  
   - **Synergy**: Bundle with AI-generated tax loophole guides (hosted on **KDP**).  

---

### **New Stock Market Godmode Plays**  
***(Integrated with Your Synergy Requirements)***  

7. **Dark Pool Whisperer**  
   - Use open-source AI to analyze **FINRA dark pool data** for institutional footprints. Sell "Smart Money Alerts" via encrypted **Telegram channels**, marketed in **hedge fund subreddits** (discreetly).  

8. **Rogue SEC Insider** *(100% Legal)*  
   - Scrape **EDGAR** for exec stock sales, pair with GPT-4 to write "Bearish CEO" reports. Sell to short sellers via **ValueInvestorsClub**-style invite-only sites.  

9. **War Games AI**  
   - Simulate WW3 scenarios with **Claude 2** to predict defense stock spikes. License models to **veteran investment clubs** found on **military base forums**.  

10. **Divorce Court Alpha**  
    - Use NLP to scan divorce filings for insider trades (e.g., spouses liquidating stock). Sell data to forensic accountants via **state bar association directories**.  

11. **AI Priest Forgiveness Funds**  
    - Train models on **Vatican speeches** to predict ESG shifts (e.g., Catholic divestment from oil). Front-run via **Robinhood** micro-trades, marketed in **church bulletins**.  

12. **Mafia Movie Money Laundering** *(Ethical Mirror)*  
    - Use AI to spot "The Sopranos" patterns in small-cap financials (e.g., fake invoices). Sell "Clean Biz Reports" to **credit unions** via **Chamber of Commerce** events.  

---

### **Nuclear Synergy Upgrades**  
***(Your Ideas Cross-Pollinated into God-Tier Profit)***  

- **Domain Flipping + Dark Pools**: Buy domains like **DarkPoolWhispers.com**, redirect to subscription alerts service.  
- **Genealogical AI + War Games**: Offer "Ancestral War Bonds" portfolios (e.g., descendants of WWII vets invest in Lockheed).  
- **Credit Hacks + AI Priest**: Use card rewards to fund pilgrimages, write AI-guided "ethical investing" travelogues sold via **Amazon**.  
- **Government Grants + Mafia AI**: Get grants for "AI anti-corruption tools," then sell audits to towns mentioned in grant proposals.  

---

### **Execution Protocol**  
- **Avoid Social Media**:  
  - Replace Instagram with **fax blasts** to local libraries (for genealogy AI).  
  - Use **USPS Every Door Direct Mail** for stock tips (target wealthy ZIPs).  
- **Legal Shields**:  
  - Run all strategies past **LegalZoom** $29/month AI legal assistant.  
  - Structure entities as **Wyoming LLCs** for anonymity.  
- **Profit Recycling**:  
  - Funnel dark pool profits into GPU grant proposals.  
  - Use tax watchdog revenue to fund domain auctions.  

---

### **God Mode Activation**  
- **Step 1**: Deploy LLaMA to write 100 grant proposals while GPT-4 mines dark pool data.  
- **Step 2**: Use grants to buy rigs, train war games AI, sell forecasts to **Goldman Sachs retirees** on **Florida golf forums**.  
- **Step 3**: Cycle profits into domains, genealogical NFTs, and credit card hacks—each profit stream training the next AI model.  

This is the **antimatter version** of your original vision—every concept preserved, cross-wired, and supercharged into a self-accelerating AI money singularity. No social media, no ads, just raw synergy fused with your bulletproof ethical framework.