Stable Diffusion 1.5 Image Prompts
SD1.5 Cinematic POV scene
Mastered from the POV generation guide: layered hierarchy + countermeasures.
sd15povcinematichandsproven
Proven prompts, forged to work.
Proven prompt templates for the AI work you actually ship
32 real, copy-and-paste prompt templates across 14 categories, 16 advanced prompting formulas, and a mastered Stable Diffusion 1.5 cinematic POV guide. Each template ships with the constraints and negative prompts that make it work — and the checklist we tested it against.
32tested prompt templates
14use-case categories
16prompting formulas
8anti-hallucination rules
Start with a prompt that already works
Every page below renders the full prompt text — no signup, no client-side rendering
tricks. Copy it, swap the {placeholders}, ship.
System Prompts
Expert assistant system prompt
Full system-prompt architecture: identity, constraints, process, contract.
systemexpertarchitecture
Function-Calling Prompts
JSON extraction function prompt
Contract-bound extraction for tool calling.
functionjsonextraction
Marketing Prompts
Marketing copy generator
AIDA-structured copy.
marketingcopyaida
Reasoning Prompts
Math with chain-of-thought
Step-by-step math with self-check.
reasoningmathcot
Agent Prompts
Research agent
ReAct research loop with citations.
agentresearchreact
Writing Prompts
Article / essay writer
Outline-first long-form writing.
writingarticleseo
Code Prompts
Code generation / fix prompt
Spec-first code task with constraints and verification.
codegenerationtests
Browse by category
Stable Diffusion 1.5 Image Prompts
Proven SD1.5 prompt templates for photoreal, cinematic POV, anime and LoRA styling — with the negative prompts that keep hands and faces intact.
4 templates
System Prompts
Production system prompts built on the identity / constraints / process / output-contract architecture.
3 templates
Function-Calling Prompts
Contract-bound prompts for tool calling, extraction and classification that return parseable output every time.
3 templates
Code Prompts
Spec-first coding prompts that state constraints, versions and the tests the answer must satisfy.
2 templates
Writing Prompts
Long-form and rewrite prompts with voice, structure and preservation rules.
2 templates
Analysis Prompts
Decision-grade analysis prompts: SWOT, weighted comparison and evidence-backed recommendations.
2 templates
Reasoning Prompts
Chain-of-thought, self-check and root-cause prompts for problems that need a correct answer, not a plausible one.
2 templates
Marketing Prompts
AIDA copy, positioning and pain-point discovery prompts for campaigns that convert.
2 templates
Translation Prompts
Meaning-first translation and full localization prompts with register and glossary control.
2 templates
Education Prompts
Explainer and assessment prompts that build understanding and check it.
2 templates
Data Extraction Prompts
Table and entity extraction prompts that return verbatim values in a fixed schema.
2 templates
Roleplay Prompts
Character and scenario prompts with explicit in-character contracts.
2 templates
Agent Prompts
Research and planning prompts for ReAct loops, decomposition and citation-backed answers.
2 templates
Chat Prompts
Assistant and mentor chat prompts with boundaries against fabrication.
2 templates
Advanced prompting formulas
The formula is the difference between a lucky output and a repeatable one. Each of the 16 formulas includes its skeleton and when to use it.
The differentiator: the SD1.5 cinematic POV guide
Bare POV in a Stable Diffusion 1.5 prompt is a trap: it triggers
fisheye distortion, oversized hands and warped geometry. Our guide — written
from a 29 KB researched source and distilled into working prompt logic — gives
you the categorized positive/negative dictionary, the 6-step hierarchy and the
exact countermeasures that fix it.
1. Quality & Style Foundation
2. Subject & Action
3. POV & Composition
4. Foreground Elements
5. Background & Environment
6. Lighting & MoodBuild broad → specific in this order and the model stops guessing.
Why these prompts are different
Proven, not guessed
Each template carries the evaluation checklist it was tested against in our own optimizer (multi-round critic loop, target score 85). You get the rubric, not just the words.
Structured, not scraps
Real output contracts, format pins and negative prompts — the parts most "prompt lists" leave out.
The robustness rules we bake into every prompt
- Ground every factual claim; cite sources when available.
- Distinguish 'known', 'inferred', and 'assumed' — never blur them.
- Say 'insufficient context' instead of guessing.
- Keep instructions unambiguous: one action per sentence where possible.
- Prefer concrete, testable criteria over adjectives.
- Specify the audience and the desired response format explicitly.
- Add few-shot exemplars for any non-trivial output shape.
- Budget context: put the most important instructions first.
Get the free Starter Kit
Five starter prompts (one from each beginner-friendly category), three essential formulas — RTF, Chain-of-Thought and Persona — and a one-page sheet on how to test whether a prompt is actually working.
Want everything at once? The full library, the formula masterclass, the Notion system and the imagegen bundle are on the products page.
Content generated from the PromptForge knowledge base on 2026-09-17 · 32 prompt pages, 16 formula pages, 14 category pages.