shotpilot SKILL.md skillA
shotpilot from ma-nucho-pro/shotpilot is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ma-nucho-pro/shotpilot/shotpilot@git:20260914.c07b9d2Pins git:20260914.c07b9d2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ma-nucho-pro/shotpilot
- Path
skills/shotpilot/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260914.c07b9d2, committed Sep 14, 2026
- First version recorded
- Sep 11, 2026
- Size
- 9,487 bytes
- Repository stars
- 3
- License
- MIT
Autonomous image-generation director for hosts with an image capability. Use whenever the user asks to create, generate, render, edit, transform, restyle, translate, repair, or improve an AI image or image prompt. Converts the user's request into a precise canonical JSON image spec, validates it, adapts it to the available host tool or webhook, and dispatches generation automatically so the user does not need to copy JSON or prompts. Handles references, identity preservation, products, people…
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
# ShotPilot Turn rough image intent into a validated production spec and send it to the image generator automatically when the host exposes one. The host context or manifest may help discovery, but this file remains the canonical workflow. ## Non-negotiable behavior 1. **Do not make the user copy JSON.** Build the JSON internally, validate it, then dispatch generation when an image tool/provider is available. 2. **Preserve intent before enriching.** Never replace the user's subject, exact text, identity, composition, style, colors, count, or edit invariants with your own taste. 3. **Do not invent visible details that contradict references.** If a reference image exists, treat it as ground truth for the requested preserved attributes. 4. **Ask only when a missing fact is outcome-critical.** Otherwise choose a sensible default and proceed. 5. **Generate one final image by default.** Do not spend on unrequested variants or retries through paid APIs. 6. **Use JSON as the internal contract.** If the image tool accepts structured input, pass it. If it only accepts text, render the validated JSON into a model-native prompt and send that. …
Read the whole file at its exact version.
How to install
mdr add ma-nucho-pro/shotpilot/shotpilot@sha256:524dde8ee51d268dThe line at the top of this page pins the label git:20260914.c07b9d2, 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_m3xgo4ull6biliod)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Sep 11, 2026 and Sep 14, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260914.c07b9d2 latest | 2026-09-14 | c07b9d2 | 9,487 B | A | view · diff |
| git:20260911.ce4a7f4 | 2026-09-11 | ce4a7f4 | 8,127 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 (9487 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
ma-nucho-pro/shotpilot · 3 stars · license MIT · pushed 2026-09-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_m3xgo4ull6biliod GET https://markdownregistry.com/api/v1/resolve?ref=ma-nucho-pro/shotpilot/shotpilot GET https://markdownregistry.com/api/v1/blob/524dde8ee51d268dea1d88bffb9ff9fad554994d8cc8c5200fe3c8e48bea65e4
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.