
ChatGPT Prompts That Work, and Why Lists Don't
The anatomy behind ChatGPT prompts that actually work, with a slot table, a full before and after rewrite, and the image prompting half nobody covers.
The Larder

The anatomy behind ChatGPT prompts that actually work, with a slot table, a full before and after rewrite, and the image prompting half nobody covers.

Midjourney image prompt anatomy from the docs. Text, image prompts, style and omni references, weights, ranges, parameter grammar, one subject built six ways.

ChatGPT prompts for marketing that run as a chain, brief to post. Seven full prompts, a claims register, what copy invents, and ad copy cut to Google's fields.

Automatic prompt engineer, from the 2022 APE paper to GEPA and the vendor optimizers. What the loop needs from you, three numbers for one result, when it works.

ChatGPT prompts for writing that keep your voice. A spec from your samples, mark-only editing prompts, the defaults that flatten prose, and where to keep it.

Flux prompts are sentences, subject first, no weights, no negatives. The SDXL-to-FLUX translation table, one prompt written both ways, and seven more in full.

OpenAI prompt engineering is four documents across three model generations. Which to read, what changed between them, and one task written by each one's rules.

Prompt engineering training, priced by the paper. What each certificate attests, the hours behind the stated hours, the 7-day trial math, and a training record.

LLM prompt engineering splits into the part that ports between models and the part that doesn't. One task written four ways from the vendors' own docs.

ChatGPT prompts for resume writing that survive a skeptical reader. A facts file first, guards for numbers and scope, a tells table, and an interview probe.

Ai picture prompts have two shapes, one for a picture from nothing and one for a photo you already have. Both structures, twelve prompts, and fixes by symptom.

Fun ai prompts sorted by what they leave behind, something to send, play, keep, or look at. Fourteen full prompts, the forwarding test, and what falls flat.

An art prompt generator is five lists and a rule. The lists as a dice table, 60 prompts rolled from it in copyable blocks, and how to feed any one to a model.

Realistic ai prompts work by removing errors, not adding quality words. The physics failure taxonomy, where viewers look first, and why video breaks in time.

Ai selfie prompts fail by being too good. The arm's length geometry, five phrasings compared, and the technical flaws that make a selfie read as real.