image-prompt-engineer SKILL.md skillA
image-prompt-engineer from tekkiiiii/the-agency is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tekkiiiii/the-agency/image-prompt-engineer@git:20261007.04729edPins git:20261007.04729ed in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tekkiiiii/the-agency
- Path
skills/image-prompt-engineer/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261007.04729ed, committed Oct 7, 2026
- First version recorded
- Jul 7, 2026
- Size
- 14,543 bytes
- Repository stars
- 6
- License
- none declared
Use when writing, improving or debugging an image-generation prompt: "write an image prompt", "Midjourney prompt", "DALL-E prompt", "Stable Diffusion prompt", "negative prompt". Any generator (also Flux, Higgsfield, Leonardo, Ideogram): structure, parameters, style vocabulary, composition, iteration.
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 Methodology Skill Teaches HOW to write a great image-generation prompt, for any generator and any subject. This is a methodology skill, not a lookup library — it gives the structure, vocabulary, and per-generator parameter syntax needed to construct a prompt from scratch or fix one that isn't producing the right result. **Not in scope here:** a curated database of ready-made prompts (see `gpt-image-prompts` skill for 476+ examples you can browse/search/adapt), and not UI-screenshot-specific composition rules (see `imagegen-frontend-web` / `imagegen-frontend-mobile` for those). This skill is the general-purpose methodology underneath all three. ## When to use this skill - Asked to write an image prompt and no existing curated prompt fits the need - Asked to improve, debug, or extend an existing prompt that isn't producing the right output - Building a prompt for a generator not covered by another skill (Stable Diffusion, Flux, Higgsfield, Leonardo, Ideogram, etc.) - Any agent (image-prompt role, AI-video role, content writers, design agents) needs to produce or QA an image-generation prompt ## Core Methodology — The Five-Layer Prompt Structure …
Read the whole file at its exact version.
How to install
mdr add tekkiiiii/the-agency/image-prompt-engineer@sha256:a70d517bf6bac354The line at the top of this page pins the label git:20261007.04729ed, 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_czzxf6y7vznqyqoo)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 7, 2026 and Oct 7, 2026, about one every 92 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261007.04729ed latest | 2026-10-07 | 04729ed | 14,543 B | A | view · diff |
| git:20260707.deb2e72 | 2026-07-07 | deb2e72 | 14,794 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 (14543 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
tekkiiiii/the-agency · 6 stars · license none declared · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_czzxf6y7vznqyqoo GET https://markdownregistry.com/api/v1/resolve?ref=tekkiiiii/the-agency/image-prompt-engineer GET https://markdownregistry.com/api/v1/blob/a70d517bf6bac354576b327bd8462c2c8812e4fc0c1b350bf81693f516fd0515
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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