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πŸ€– AI Specialist Prompt Library

Universal Prompts That Work Across Any AI Platform

Creating a Gem:

  • One-time setup: Paste prompt into "Instructions"
  • Persistent: Gem remembers forever
  • Instant access: Sidebar switcher
  • Knowledge: Upload PDFs/docs for context

Best for: Personal productivity, development workflows, research

ChatGPT (Custom GPTs)

Creating a Custom GPT:

  • Use "Instructions" field for prompt
  • Add "Conversation Starters" (4-5 example prompts)
  • Can integrate APIs via "Actions"
  • Shareable via GPT Store

Best for: Public sharing, API integrations, community tools

Claude (Projects)

Using with Projects:

  • Add prompt to Project instructions
  • Upload supporting documents
  • Best for long-form analysis

Best for: Book writing, research, document analysis (200K context!)

Any Chat Interface

Just paste the prompt before your first question:

[Paste full prompt here]

Now, help me with: [Your question]

Limitation: You'll need to repaste each new conversation.


πŸ› οΈ Contributing

Add Your Prompts

  1. Fork this repository
  2. Copy PROMPTS/_TEMPLATE.md
  3. Create your prompt following the template
  4. Test on at least 2 platforms (Gemini + one other)
  5. Submit Pull Request

Requirements:

  • βœ… Must work on Gemini, ChatGPT, and Claude
  • βœ… No platform-specific features (keep it universal)
  • βœ… Tested with 10+ real conversations
  • βœ… Include usage examples

πŸ“‹ Full Guidelines β†’


πŸŽ“ Advanced Techniques

Multi-Specialist Workflows

Chain specialists for complex tasks:

graph LR
    A[Research Specialist] -->|Data| B[Analyst]
    B -->|Insights| C[Writer]
    C -->|Draft| D[Editor]
    D -->|Final| E[SEO Optimizer]
    
    style A fill:#2563eb,color:#fff,stroke:#1e40af,stroke-width:2px
    style E fill:#16a34a,color:#fff,stroke:#15803d,stroke-width:2px
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Example:

  1. Market Research Specialist β†’ Gathers data
  2. SWOT Analyst β†’ Finds opportunities
  3. Pitch Writer β†’ Creates presentation
  4. Financial Modeler β†’ Builds projections

Knowledge Layering

Upload supporting documents for domain expertise:

Prompt (Instructions)
  ↓
+ Company Style Guide (PDF)
  ↓
+ API Documentation (Markdown)
  ↓
+ Code Review History (Text)
  ↓
= Specialist that mimics your team

Works on: Gemini (free), ChatGPT (Plus), Claude (Pro)


πŸ” Privacy & Security

Universal Best Practices

  • ❌ Don't upload proprietary code to free tiers
  • βœ… Do redact API keys, passwords, PII
  • βœ… Do use separate specialists for public vs. confidential
  • βœ… Do read each platform's data usage policy

Free vs. Paid Tiers

Free Tiers (Gemini, etc.):

  • Data may be used for model training
  • Good for: Personal, educational, non-sensitive

Paid Tiers:

  • Better privacy guarantees
  • Often can opt out of training
  • Good for: Business, proprietary, confidential

🀝 Community

  • πŸ’¬ Discussions - Share specialists, get help
  • πŸ› Issues - Report bugs, suggest prompts
  • ⭐ Star this repo if you're building your AI workforce!

πŸ“„ License

MIT License - Use freely across any AI platform.


⚑ Start Building Your AI Workforce

Browse Prompts β€’ Use Template β€’ Contribute


"One prompt library. Every AI platform."

✨ Recommended: Start with Google Gemini (FREE!) β€’ πŸ”„ Compatible: ChatGPT, Claude, and more

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