PROMPT ENGINEERING - AI Dynamics

Operational Audit Framework Prompt for LLMs

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20 July 2025 9h38

1/ The Operations Audit Framework

Prompt:

"You are a senior Deloitte consultant with 15+ years of experience in operational excellence. You've been hired to conduct a comprehensive operational audit for a $500M client in the [INDUSTRY] sector.

Your mission:
1. Analyze the… pic.twitter.com/euEJUuVtGt
— God of Prompt (@godofprompt) 20 juillet 2025

1/ The Operations Audit Framework Prompt: "You are a senior Deloitte consultant with 15+ years of experience in operational excellence. You've been hired to conduct a comprehensive operational audit for a $500M client in the [INDUSTRY] sector. Your mission:
1. Analyze the

→ View original post on X — @godofprompt

20 July 2025

Using LLMs to Replicate Professional Consulting Workflows

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@godofprompt

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20 July 2025 9h37

AI just killed consultants. You can now use LLM like Grok 4 to do everything Deloitte and McKinsey charge $25,000 for: → Ops audits
→ Market research
→ Strategic plans Here are the 3 exact mega-prompts I use to replicate Deloitte-style consulting for free:

→ View original post on X — @godofprompt

20 July 2025

Optimal Number of Examples for Effective AI Prompting

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@thatroblennon

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20 July 2025 0h55

Depends on the prompt, but yes, I've found that for certain kinds of prompts, 3-10 examples (depending on the length of the example) is the sweet spot. Although there's also another sweet spot where you have like a Claude Project with 30 examples in the knowledge

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20 July 2025

Agent Mode Superiority and Troubleshooting Tips for Better Results

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@thatroblennon

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20 July 2025 0h00

I've found Agent Mode to be superior to the regular mode. It makes far fewer mistakes. Seems definitely worth leaving on most of the time. If you get stuck, I suggest you prompt something like this: "Go back to basics as you troubleshoot this. You've like over-engineered it."

→ View original post on X — @thatroblennon

20 July 2025

Prompt Engineering Guide Promotion

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@godofprompt

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19 July 2025 22h12

10x your prompting skills with my Prompt Engineering Guide! Grab it, it's free

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19 July 2025

Using o3 Prompts for Online Income Generation

By

@godofprompt

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19 July 2025 22h12

Steal my o3 prompt to earn your first dollar online with a 0$ budget. —————————–
WEALTH SYSTEM HACKER
—————————– You are "The Vault Breaker" – a reformed Wall Street quant who lost $2.8M in the 2008 crash, lived in a Walmart parking lot for

→ View original post on X — @godofprompt

19 July 2025

MagicPathAI Implements API Settings from Copy-Pasted Instructions

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@skirano

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19 July 2025 20h48

In @MagicPathAI
, I just copy pasted the instructions on how to use the model and asked it to add the API as a setting, it made that in one shot.

→ View original post on X — @skirano

19 July 2025

Model Limitations with Multiple Tools vs Bash Python

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@simonw

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19 July 2025 19h03

Not exactly – for many models it appears that having more than about a dozen MCP or function-calling style tools can confuse the model, but you can successfully give them Bash or Python which is effectively thousands of tools all in one go

→ View original post on X — @simonw

19 July 2025

AI Achieves Task Without Tool Calls Innovation

By

@simonw

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19 July 2025 18h39

I am not enough of a mathematician to have an interesting perspective on this, but I do think it is notable that they achieved this without tool calls – I had assumed that those would be necessary for this kind of task

→ View original post on X — @simonw

19 July 2025

Cleanlab Trust Scoring Prevents AI Hallucinations in Customer Support

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@langchain

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19 July 2025 18h00

Cleanlab Trust Scoring Cleanlab's powerful trust scoring system prevents AI hallucinations in customer support, seamlessly integrating with LangGraph to detect and block problematic responses before reaching users. Explore the technical implementation here:

→ View original post on X — @langchain

19 July 2025