clawdbot is what we always wanted AI to be a proactive, autonomous assistant with persistent memory the "automate my entire life" part is misleading, agree but its success will be written in history books
@godofprompt
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BREAKING: Security Issue with Clawdbot Skills Prompt Injection
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BREAKING: SECURITY ISSUE WITH CLAWDBOT Prompt injection inside Skills. Check skills files before asking clawdbot to install them! e.g. Crypto scammers include malicious instructions.
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Prompt ensemble boosts startup investment evaluation accuracy by 20%
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Real example from Stanford's research: Task: Evaluate startup investment opportunity Single prompt accuracy: 67%
Prompt ensemble (5 variations): 87% accuracy Why? Different prompts caught different red flags. Synthesis found the pattern. 20% accuracy jump = millions in -
When NOT to Use Ensembling: Factual, Time-Sensitive, Low-Stakes, Cost
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When NOT to use ensembling: Simple factual lookups ("What's the capital of France?") Time-sensitive tasks (response speed matters) Low-stakes decisions (what to eat for lunch) When you're paying per API call and budget is tight Cost: 5x the tokens. Use
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Prompt Ensembling Beats Single Prompts for High-Impact Decisions
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When prompt ensembling beats single prompts: High-stakes business decisions ($100K+ impact) Medical/legal advice (where errors cost lives/money) Creative work (logo design, brand names, campaign ideas) Strategic planning (5-year roadmaps, market entry) Code
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Confidence Weighting Strategy for Numerical Estimates and Forecasts
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MERGING STRATEGY 2: Confidence Weighting Best for: Numerical estimates, predictions, forecasts Ask each prompt variation to include confidence score (1-10).
Weight answers by confidence, then average. High confidence answer: 3x weight
Medium: 2x weight
Low: 1x weight -
Ask your question 5 ways and combine answers for better results
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The concept is simple: Instead of asking your question once and hoping for the best, you ask it 5 different ways and combine the answers. Think of it like getting second opinions from 5 doctors instead of trusting one diagnosis. Stanford tested this on GPT-5.2, Claude 4.5, and
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Stanford prompt ensembling: merging 5 variations improves LLMs
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Stanford researchers just published a prompting technique that makes today’s LLMs behave like better versions of themselves. It’s called “prompt ensembling” and it runs 5 variations of the same prompt, then merges the outputs. Here’s how it works
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Smart ChatGPT Uses for Work and Personal Growth
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How People Really Use ChatGPT — Smart Uses You Haven’t Tried Unlock AI’s full potential now. • Use work hacks
• Enhance personal growth
• Explore smart uses Click below to read more: https://
godofprompt.ai/blog/how-peopl
e-really-use-chatgpt
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6 AI Skills That Matter Most Cheatsheet
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6 AI Skills That Matter Most (Cheatsheet) Bookmark for later.