General
PromptBeginner5 minmarkdown
We are going to create one of the best AI prompts ever written. The best prompts include comprehensive details to fully inform the Large Language Model (LLM) of the prompt’s: goals
required areas of expertise
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General
PromptBeginner5 minmarkdown
Response length and verbosity
This is the single reference for prompt engineering with Claude's latest models, including Claude Opus 4.7, Claude Opus 4.6, Claude Sonnet 4.6, and Claude Haiku 4.5. It covers foundational techniques, output control, tool use, thinking, and agentic systems. Jump to the section that matches your situation.
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General
PromptBeginner5 minmarkdown
### Version 1.5 (January 11
2026)
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General
PromptBeginner5 minmarkdown
- Elevated Grok to top-tier in AI engine recommendations (real-time
tool use
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General
PromptBeginner5 minmarkdown
12-Month AI and Computer Vision Roadmap for Defense Applications
{
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General
PromptBeginner5 minmarkdown
- Key risks or dependencies to monitor (e.g.
bias checks)
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General
PromptBeginner5 minmarkdown
- Instead
suggest non-AI or hybrid alternatives (e.g.
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General
PromptBeginner5 minmarkdown
- Keep it minimal and adaptable
including placeholders for iteration or error handling
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General
PromptBeginner5 minmarkdown
- Lightweight/chat-only models (older 7B–13B models
mini variants) — usually lack depth/context/tool reliability
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General
PromptBeginner5 minmarkdown
- **Gemini 2.5 Pro / Flash (Google)** — Outstanding multimodal (especially video/document understanding)
very large context windows
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General
PromptBeginner5 minmarkdown
- **Mistral Large 2 / Devstral** — Very strong price/performance
fast
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General
PromptBeginner5 minmarkdown
- **Claude 4 Opus/Sonnet (Anthropic)** — Exceptional long-form reasoning
writing quality
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General
PromptBeginner5 minmarkdown
- Tool use
function calling
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General
PromptBeginner5 minmarkdown
Current Best-in-Class Ranking (January 2026 – general guidance
always tailor to the process):
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General
PromptBeginner5 minmarkdown
- Privacy
open behavior
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General
PromptBeginner5 minmarkdown
If AI is viable
recommend which AI engines are best suited and why.
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General
PromptBeginner5 minmarkdown
- Call out misconceptions
dependencies
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General
PromptBeginner5 minmarkdown
- Track KPIs (e.g.
20% time savings
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General
PromptBeginner5 minmarkdown
**Interpretation:** Clear patterns exist
but context accuracy is critical. Recommend hybrid approach with AI drafts + human review.
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General
PromptBeginner5 minmarkdown
Summarize the overall feasibility score (weighted average)
then issue your verdict with clear reasoning.
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General
PromptBeginner5 minmarkdown
When scoring
evaluate these dimensions (suggested weights for averaging: e.g.
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General
PromptBeginner5 minmarkdown
| **1 – Not Feasible** | Process heavily dependent on expert judgment
implicit knowledge
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General
PromptBeginner5 minmarkdown
- What is your budget or resource availability for AI implementation (e.g.
time
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General
PromptBeginner5 minmarkdown
After the interview
provide a structured assessment.
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