AI Prompts Command Cheatsheet
14 cheatsheets covering prompt-engineering, prompt, ai, Prompts, Tips and more
The same model gives one person something usable and another person a wall of filler, and the difference is usually prompt structure. These 14 sheets group adaptable templates by scenario: role setting, structured output, code generation and review, text processing, few-shot and chain-of-thought, plus tool-specific patterns for Midjourney, Stable Diffusion, Kling, Perplexity and NotebookLM, and prompt design for RAG and agents. When to use: when you need reliable JSON or a table, take a template from the structured-output group and explicitly forbid extra commentary; for coding tasks use the role + constraints + input three-part form, which is steadier than describing the need in prose; for image generation go straight to that tool’s sheet. Curly braces in every template are variable placeholders — replace them before sending. A template supplies the structure, but the result still depends on how much context you supply.
AI Prompt Templates
Copy-ready prompt templates for code generation, image generation, system prompts and more.
Prompt Engineering General Techniques Cheatsheet - Role/Structure/Constraints/CoT
Model-agnostic prompt engineering techniques covering role anchoring, structured output, explicit constraints, Few-shot, Chain of Thought, self-verification, and common pitfalls, not tied to any specific tool.
RAG Prompt Cheatsheet - Context-grounded Answers & Hallucination Control
Retrieval-Augmented Generation (RAG) prompt patterns covering answer-only-from-context, cite sources, handle no-answer, fuse multi-passage evidence, and flag conflicts — emphasizing traceability and hallucination control.
AI Agent System Prompt Cheatsheet - Role & Tools
Autonomous-agent system-prompt patterns covering goal/role definition, tool declarations, step-by-step decision loops, guardrails & permissions, error handling, and reflection — emphasizing control and safety.
Text-to-Image Prompt Cheatsheet - Style Guide
Model-agnostic text-to-image (Midjourney/Stable Diffusion/SDXL) prompt structure covering subject, style & artists, composition & lens, light & material, negative prompts, and common params.
Code-generation Prompt Cheatsheet & Best Practice
Code-generation prompt patterns covering requirement & context handoff, language/framework/version constraints, I/O contracts, edge cases & tests, and acceptance criteria — emphasizing compilable, runnable output.
DeepSeek Prompts Cheatsheet - R1 Reasoning & V3 Chat Writing Techniques
Prompt-writing reference for DeepSeek that distinguishes the reasoning model R1 (deepseek-reasoner) from the chat model V3 (deepseek-chat), covering R1 hard rules (no system prompt, instructions in user, no few-shot, temperature 0.6) and V3 system-lock, few-shot, and JSON/function calling.
Gemini Prompts Cheatsheet - Long-Context & Multimodal Prompt Engineering
Gemini prompt engineering reference covering structured delimiters (XML/Markdown tags), long-context anchoring, internal-thinking and date/grounding clauses, native multimodal (text/image/audio/video) input, and model selection (3.5 Flash / 3.1 Pro / 2.5 Pro 1M / 2.5 Flash).
Stable Diffusion & SDXL Prompts - Weights & LoRA
Stable Diffusion and SDXL prompt templates: six-segment structure, token weights, negative prompts, LoRA, ControlNet, CFG, steps, sampler, VRAM planning.
Kling AI Prompts Cheatsheet - Kling Video Camera Moves & Structure
Kling AI video-generation prompt reference covering camera moves (push-in/pull-out/pan/tilt/dolly/orbit/crane/tracking), the one-move-per-shot rule, the six-segment prompt structure, and API params (camera_control/aspect_ratio/duration/model).
Perplexity Prompts Cheatsheet - Research & Retrieval-Augmented Q&A Techniques
Perplexity prompt techniques covering "write questions not keywords", Focus modes (Web/Academic/Pro Search/Research/Reddit/YouTube/Writing/Math/Finance), date & source constraints, format constraints, chained follow-ups, and citations.
NotebookLM Prompts Cheatsheet - Source-Grounded Knowledge Base Q&A Techniques
NotebookLM prompt techniques covering source management (PDF/URL/transcript/spreadsheet), answer-only-from-uploaded-sources with inline citations, verification prompts (find contradictions/gaps/counterpoints), and Learning Guide & Studio (study guide/infographic/audio) generation.
ChatGPT Prompt Cheatsheet - Templates & Techniques
ChatGPT prompt templates by task: set a role, force JSON with a schema, review code, and use Few-shot examples or Chain of Thought.
Claude Prompts Cheatsheet - Templates & Long Docs
Claude prompt templates for long docs (200K), code analysis, system prompts, structured output and multi-turn methods.
Midjourney Prompts Cheatsheet - --ar, --v & --no
Midjourney prompt cheatsheet: parameters (--ar, --v, --q, --niji, --no), style keywords, camera and lighting modifiers, weight syntax and prompt skeletons.