preview SKILL.md skillA

preview from tobihagemann/turbo is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add tobihagemann/turbo/preview@git:20261013.7173b0c

Pins git:20261013.7173b0c in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
tobihagemann/turbo
Path
codex/skills/preview/SKILL.md
Versions recorded
10
Latest version
git:20261013.7173b0c, committed Oct 13, 2026
First version recorded
Jul 16, 2026
Size
5,452 bytes
Repository stars
417
License
MIT

Stand up the project's live app and hand it to the user to try a change firsthand, then act on their verdict once they reply. Use when the user asks to "preview the change", "let me try it", "spin up the app so I can test it", "set it up so I can poke at it", or before finalizing a UI/UX change that needs human eyes.

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

# Preview

Bring up the running app and let the user drive it themselves to judge the change, then act on their verdict.

## Step 1: Determine Scope

Resolve what to preview using the first match:

1. **User-specified** — the user says what to look at. Use that.
2. **PR** — a PR URL or number is provided. Fetch its details and read the changed code.
3. **Conversation context** — prior conversation contains recent work. Extract what changed, where it lives, and the expected behavior.
4. **App-level discovery** — fresh context with no prior work. Examine entry points, routes, and the README to identify the app's core user-facing flows.

If the resolved scope has no user-visible surface to try (a CLI-only change, a library with no entry point, backend work with no UI to look at), present this message: "Nothing to preview — <one-line reason>." Then call `update_plan` to mark this step completed and continue with the next step of the active workflow.

## Step 2: Determine Launch Approach

Check for a project-specific skill or plugin that launches the app, and use it if present. Otherwise use the fallback for the surface type:
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add tobihagemann/turbo/preview@sha256:cd0788578d3811f2

The line at the top of this page pins the label git:20261013.7173b0c, 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_ojxdf5qwn6t5f6eo.svg)](https://markdownregistry.com/a/art_ojxdf5qwn6t5f6eo)

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

Versions

The registry has recorded 10 versions of this file, between Jul 16, 2026 and Oct 13, 2026, about one every 10 days.

versioncommittedcommitsizeaudit
git:20261013.7173b0c latest2026-10-13 7173b0c 5,452 BA view · diff
git:20261003.3b20b202026-10-03 3b20b20 5,244 BA view · diff
git:20260928.e2913cc2026-09-28 e2913cc 4,907 BA view · diff
git:20260917.adcb5832026-09-17 adcb583 4,786 BA view · diff
git:20260914.03cfcb42026-09-14 03cfcb4 4,652 BA view · diff
git:20260909.e9195552026-09-09 e919555 4,042 BA view · diff
git:20260906.17c9fd02026-09-06 17c9fd0 3,724 BA view · diff
git:20260812.7b1e3682026-08-12 7b1e368 3,612 BA view · diff
git:20260721.ff8585d2026-07-21 ff8585d 3,447 BA view · diff
git:20260716.c6b331c2026-07-16 c6b331c 3,375 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 (5452 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

tobihagemann/turbo · 417 stars · license MIT · pushed 2026-10-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ojxdf5qwn6t5f6eo
GET https://markdownregistry.com/api/v1/resolve?ref=tobihagemann/turbo/preview
GET https://markdownregistry.com/api/v1/blob/cd0788578d3811f28c619ae3016598df560b203477f9f993de9614da93952012

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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Every file in tobihagemann/turbo

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