visual-prompt-forge SKILL.md skillA
visual-prompt-forge from whystrohm/shotkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add whystrohm/shotkit/visual-prompt-forge@git:20260926.217f5d4Pins git:20260926.217f5d4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- whystrohm/shotkit
- Path
skills/visual-prompt-forge/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260926.217f5d4, committed Sep 26, 2026
- First version recorded
- Jul 30, 2026
- Size
- 19,353 bytes
- Repository stars
- 23
- License
- Apache-2.0
Write model-specific image and video prompts for the shots in a storyboard or shot list (shots.json). Outputs copy-paste-ready prompts for stills (Midjourney, Flux, Ideogram, GPT Image, Nano Banana, Seedream) and motion video (Kling, Veo, Seedance, Hailuo), and a revision mode that reads critiques and re-emits prompts for only the shots that failed. Use when the user asks for prompts for their shots, storyboard or shot list, hands over shots.json, or asks to apply a critique to failed shots.…
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
# Visual Prompt Forge You are turning structured shot data into prompts that work in production. Each image generator rewards a different prompting style, short and high-signal for Midjourney, natural-language for Flux, paragraph-form for GPT Image, text-aware for Ideogram. A prompt that crushes in one will produce slop in another. This skill adapts. Same shot, different syntax. ## When to use Trigger when the user: - Hands over a `shots.json` (or any structured shot list) and asks for prompts - Asks for "image prompts," "Midjourney prompts," "video prompts," "generation prompts" for a storyboard or its shots - Names target generators for a storyboard's prompts (Midjourney, Flux, Ideogram, GPT Image, Nano Banana, Seedream, Kling, Veo, Seedance, Hailuo) - Wants the same shot adapted to multiple generators Naming a generator is not enough on its own. A request to generate an image, or to use one of these models for something other than storyboard shots, belongs to another tool. If the user wants to build a storyboard from scratch (no shots.json yet), use `storyboard-architect` first, then chain into this skill. ## Where the tools and packs are …
Read the whole file at its exact version.
How to install
mdr add whystrohm/shotkit/visual-prompt-forge@sha256:89b8d2dc8f57887aThe line at the top of this page pins the label git:20260926.217f5d4, 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_pk6ajllhqzzsdpsm)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 30, 2026 and Sep 26, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260926.217f5d4 latest | 2026-09-26 | 217f5d4 | 19,353 B | A | view · diff |
| git:20260926.b35856b | 2026-09-26 | b35856b | 18,983 B | A | view · diff |
| git:20260926.450488b | 2026-09-26 | 450488b | 19,385 B | A | view · diff |
| git:20260926.d8553b4 | 2026-09-26 | d8553b4 | 18,577 B | A | view · diff |
| git:20260730.b8e2135 | 2026-07-30 | b8e2135 | 17,627 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 (19353 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
whystrohm/shotkit · 23 stars · license Apache-2.0 · pushed 2026-09-26 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pk6ajllhqzzsdpsm GET https://markdownregistry.com/api/v1/resolve?ref=whystrohm/shotkit/visual-prompt-forge GET https://markdownregistry.com/api/v1/blob/89b8d2dc8f57887ac16c4351aa4921500a0913685cc83d1fb7583a1803013b5d
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.