Flocode Prompt Library

AI Prompts For Professional Engineers

A collection of recursive prompts designed for engineering professionals. These prompts generate other specialized prompts, frameworks, and workflows that scale across multiple engineering domains.

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Why This Library Exists

Engineering teams need AI assistants that understand:

• Safety-critical requirements and code compliance
• Professional standards and verification protocols
• Technical precision without marketing fluff
• Scalable workflows that work across projects

This library provides prompts that generate other prompts, enabling customized AI assistants for specific engineering domains.

Important Note on Professional Responsibility

You remain fully responsible for validating and verifying all AI-generated outputs. Use these prompts within your professional competency and risk tolerance. Engineering judgment and due diligence are always required.

Repository Structure

Flocode-Prompt-Library/
├── core-prompts/           # Recursive generators (start here)
│   ├── prompt-generator.md
│   ├── context-engineering-framework.md
│   └── compact-and-continue.md
└── engineering/            # Domain-specific engineering assistants
    ├── engineering-ai-assistant.md
    ├── personal-engineering-assistant.md
    ├── technical-writing-assistant.md
    ├── coding-context.md
    ├── meeting-transcription.md
    ├── drawing-analysis-assistant.md
    ├── calculation-review-assistant.md
    └── specification-writer-assistant.md

Core Prompts (Start Here)

Prompts that create other specialized prompts:

Recursive Prompt Generator

Purpose: Generate specialized AI prompts for any engineering domain Creates domain-specific AI assistants for engineering disciplines

Context Engineering Framework

Purpose: Generate systematic project structures and workflows Creates structured AI-assisted workflows for complex engineering projects

Compact and Continue

Purpose: Context handoff utility for session transitions Condenses lengthy conversations into focused handoff documents when approaching context limits

Engineering Prompts

Pre-built assistants for common engineering needs:

• Professional Engineering AI Assistant — Comprehensive PE-level support with code compliance
• Personal Engineering Assistant — Python-focused technical support for individual engineers
• Technical Writing Assistant — Engineering document compliance and style
• Coding Context Template — Project context file template for AI assistants
• Meeting Transcription — Technical meeting minutes from raw transcripts
• Drawing & Image Analysis — Multimodal analysis of drawings, site photos, and P&IDs
• Calculation Review — Structured QC review of engineering calculations
• Specification Writer — CSI MasterFormat specification drafting and review

Quick Start (2 Minutes)

1. Choose your approach:

   • Need a custom assistant? → Use Prompt Generator
   • Have a complex project? → Use Context Framework
   • Want immediate help? → Pick an Engineering prompt

2. Copy the prompt into your AI tool (Claude, ChatGPT, Gemini, etc.)

3. Customize by replacing bracketed placeholders with your project specifics

What Makes These Prompts Different

1. Recursive Design

These prompts generate other specialized tools rather than serving single functions.

2. Engineering-Focused

Designed for professional engineering applications across mining, power, water, and infrastructure sectors.

3. Standards-Aware

Prompts reference applicable codes (ACI, ASCE, AISC, IBC, NEC, ASHRAE) and enforce verification protocols.

Contributing

This library grows through engineering practitioners. Share prompts that:

• Generate other specialized prompts (recursive value)
• Solve real engineering challenges
• Maintain professional standards
• Work across multiple projects or domains

License

MIT License — use, modify, and share freely.

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