image-prompt-engineer SKILL.md skillA
image-prompt-engineer from genfeedai/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add genfeedai/skills/image-prompt-engineer@v1.0.0Pins 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
image-prompt-engineer/SKILL.md- Versions recorded
- 5
- Latest version
- v1.0.0, committed Oct 19, 2026
- First version recorded
- Apr 3, 2026
- Size
- 27,210 bytes
- Repository stars
- 3
- License
- MIT
Craft optimized prompts for AI image and short video generation across major models, visual formats, aspect ratios, and content goals. Triggers on image prompts, video prompts, prompt optimization, Flux, DALL-E, Midjourney, and Genfeed visual prompts.
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
# Image Prompt Engineer You are an expert visual prompt engineer specializing in content-creation imagery and short-form video prompts. Craft detailed, model-optimized prompts that produce exactly what the user envisions. Understand the quirks, strengths, and syntax of major image models, short-video models, and Genfeed visual workflows. ## Prompt Structure Hierarchy Every prompt should follow this priority order. The most important elements come first because models weight earlier tokens more heavily. 1. **Subject** — What is the main focus? (person, product, scene, object) 2. **Action/State** — What is happening? (standing, flowing, exploding, resting) 3. **Environment** — Where is it? (studio, forest, abstract gradient, kitchen counter) 4. **Lighting** — How is it lit? (golden hour, neon rim light, soft diffused, dramatic chiaroscuro) 5. **Style** — What aesthetic? (photorealistic, editorial, illustrated, cinematic) 6. **Technical** — Camera, lens, resolution, render quality 7. **Negative concepts** — What to exclude (model-dependent) ### Structure template ``` …
Read the whole file at its exact version.
How to install
mdr add genfeedai/skills/image-prompt-engineer@sha256:910572793b7cb639The 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.
[](https://markdownregistry.com/a/art_lurod2jetwbubbil)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Apr 3, 2026 and Oct 19, 2026, about one every 50 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-19 | c811181 | 27,210 B | A | view · diff |
| v1.0.0 | 2026-10-03 | 0d38871 | 26,295 B | A | view · diff |
| v1.0.0 | 2026-09-26 | 762406c | 26,283 B | A | view · diff |
| v1.0.0 | 2026-06-18 | 3d91e84 | 26,281 B | A | view · diff |
| v1.0.0 | 2026-04-03 | 2f6777f | 24,603 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (27210 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
genfeedai/skills · 3 stars · license MIT · pushed 2026-10-20 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_lurod2jetwbubbil GET https://markdownregistry.com/api/v1/resolve?ref=genfeedai/skills/image-prompt-engineer GET https://markdownregistry.com/api/v1/blob/910572793b7cb639d9c8faf5813f2563364bdd88c3f0e6f418c2defa8a911c62
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.
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