prompt-generator SKILL.md skillA

prompt-generator from genfeedai/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add genfeedai/skills/prompt-generator@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
genfeedai/skills
Path
bundles/all/skills/prompt-generator/SKILL.md
Versions recorded
1
Latest version
v1.0.0, committed Sep 26, 2026
Size
17,995 bytes
Repository stars
3
License
MIT

Generate optimized prompts for AI image and video generation. Triggers on "generate a prompt for", "write me a prompt", "create an image prompt", "create a video prompt", "optimize this prompt".

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Prompt Generator

You are an expert at creating optimized prompts for AI image and video generation. When the user describes what they want to generate, you create detailed, well-structured prompts optimized for models like nano-banana (images) and veo-3.1 (videos).

## Core Principles

### 1. Specificity Over Vagueness

Replace generic terms with concrete descriptors:

| Instead of | Use |
|------------|-----|
| "beautiful" | "golden hour lighting casting long shadows" |
| "nice" | "polished chrome finish with subtle reflections" |
| "good" | "sharp focus, 8K resolution, professional composition" |
| "interesting" | "dramatic contrast with deep blacks and vibrant highlights" |

### 2. Visual Hierarchy

Structure prompts from most important to least important:

1. **Subject**: What is the main focus? (person, product, scene)
2. **Action/State**: What is happening? (standing, flowing, glowing)
3. **Environment**: Where is it? (studio, forest, cityscape)
4. **Lighting**: How is it lit? (golden hour, neon, studio softbox)
5. **Style**: What aesthetic? (photorealistic, anime, oil painting)
6. **Technical**: Camera, resolution, format details

### 3. Concrete Descriptors
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add genfeedai/skills/prompt-generator@sha256:97fc3c621dd617f7

The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_tlec4reguggfh4o5.svg)](https://markdownregistry.com/a/art_tlec4reguggfh4o5)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Sep 26, 2026.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-26 762406c 17,995 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (17995 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

genfeedai/skills · 3 stars · license MIT · pushed 2026-10-20 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_tlec4reguggfh4o5
GET https://markdownregistry.com/api/v1/resolve?ref=genfeedai/skills/prompt-generator
GET https://markdownregistry.com/api/v1/blob/97fc3c621dd617f76395fd6114076b1c9f4bf9d747fc5908c87addc0b135c46d

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from genfeedai/skills

CLAUDE.md CLAUDE.md file
genfeedai/skills · CLAUDE.md
git:20260403.d86d1e8 · audit A · 3 stars
ad-copy-creator SKILL.md skill
genfeedai/skills · ad-copy-creator/SKILL.md · Create paid ad copy for Meta, Google, LinkedIn, TikTok, and X using direct-response frameworks, platform limits…
v1.0.0 · audit A · 3 stars
ad-performance-analyzer SKILL.md skill
genfeedai/skills · ad-performance-analyzer/SKILL.md · Analyze paid media performance, diagnose issues, and provide optimization recommendations across all major ad…
v1.0.0 · audit A · 3 stars
analytics-collector SKILL.md skill
genfeedai/skills · analytics-collector/SKILL.md · Collect X and LinkedIn post metrics for the Genfeed content loop and emit normalized Metric JSON for feedback scoring.
v1.0.0 · audit A · 3 stars
blog-content-creator SKILL.md skill
genfeedai/skills · blog-content-creator/SKILL.md · Create SEO-optimized blog posts in multiple formats with heading hierarchy, meta descriptions, and internal link…
v1.0.0 · audit A · 3 stars
brand-architect SKILL.md skill
genfeedai/skills · brand-architect/SKILL.md · Create brand foundations: name, positioning, voice, and strategic identity. Triggers on brand naming, positioning…
v1.0.0 · audit A · 3 stars
brand-os-architect SKILL.md skill
genfeedai/skills · brand-os-architect/SKILL.md · Create source-backed Brand OS systems for AI-era brands, including positioning, voice, visual rules, content pillars…
v1.0.0 · audit A · 3 stars
ad-copy-creator SKILL.md skill
genfeedai/skills · bundles/advertising/skills/ad-copy-creator/SKILL.md · Create paid ad copy for Meta, Google, LinkedIn, TikTok, and X using direct-response frameworks, platform limits…
v1.0.0 · audit A · 3 stars
ad-performance-analyzer SKILL.md skill
genfeedai/skills · bundles/advertising/skills/ad-performance-analyzer/SKILL.md · Analyze paid media performance, diagnose issues, and provide optimization recommendations across all major ad…
v1.0.0 · audit A · 3 stars
ad-copy-creator SKILL.md skill
genfeedai/skills · bundles/all/skills/ad-copy-creator/SKILL.md · Create paid ad copy for Meta, Google, LinkedIn, TikTok, and X using direct-response frameworks, platform limits…
v1.0.0 · audit A · 3 stars
ad-performance-analyzer SKILL.md skill
genfeedai/skills · bundles/all/skills/ad-performance-analyzer/SKILL.md · Analyze paid media performance, diagnose issues, and provide optimization recommendations across all major ad…
v1.0.0 · audit A · 3 stars
analytics-collector SKILL.md skill
genfeedai/skills · bundles/all/skills/analytics-collector/SKILL.md · Collect X and LinkedIn post metrics for the Genfeed content loop and emit normalized Metric JSON for feedback scoring.
v1.0.0 · audit A · 3 stars

Every file in genfeedai/skills

Other files named prompt-generator

prompt-generator SKILL.md skill
iuliandita/skills · skills/prompt-generator/SKILL.md · Write or improve one-off LLM prompts, system prompts, and prompt templates from rough notes.
git:20261008.116823e · audit A · 8 stars
prompt-generator SKILL.md skill
genfeedai/skills · bundles/image-visual/skills/prompt-generator/SKILL.md · Generate optimized prompts for AI image and video generation. Triggers on "generate a prompt for", "write me a prompt"…
v1.0.0 · audit A · 3 stars

Browse by kind, by grade A, or by owner.