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
claude/skills/preview/SKILL.md
Versions recorded
11
Latest version
git:20261013.7173b0c, committed Oct 13, 2026
First version recorded
May 26, 2026
Size
5,460 bytes
Repository stars
414
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 use the TaskList tool and proceed to any remaining task.

## Step 2: Determine Launch Approach

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

- **Web app** → start the dev server; the access point is the local URL and port
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add tobihagemann/turbo/preview@sha256:4b01dffdef67bf69

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_e3jagn2yfyazs7qi.svg)](https://markdownregistry.com/a/art_e3jagn2yfyazs7qi)

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

Versions

The registry has recorded 11 versions of this file, between May 26, 2026 and Oct 13, 2026, about one every 14 days.

versioncommittedcommitsizeaudit
git:20261013.7173b0c latest2026-10-13 7173b0c 5,460 BA view · diff
git:20261003.3b20b202026-10-03 3b20b20 5,252 BA view · diff
git:20260928.e2913cc2026-09-28 e2913cc 4,901 BA view · diff
git:20260917.adcb5832026-09-17 adcb583 4,912 BA view · diff
git:20260914.03cfcb42026-09-14 03cfcb4 4,778 BA view · diff
git:20260909.e9195552026-09-09 e919555 4,168 BA view · diff
git:20260906.17c9fd02026-09-06 17c9fd0 3,653 BA view · diff
git:20260812.7b1e3682026-08-12 7b1e368 3,541 BA view · diff
git:20260716.c6b331c2026-07-16 c6b331c 3,376 BA view · diff
git:20260710.7851e532026-07-10 7851e53 3,157 BA view · diff
git:20260526.95c43462026-05-26 95c4346 2,975 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 (5460 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 · 414 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_e3jagn2yfyazs7qi
GET https://markdownregistry.com/api/v1/resolve?ref=tobihagemann/turbo/preview
GET https://markdownregistry.com/api/v1/blob/4b01dffdef67bf692eb3f6ba018aeca36ba48d20dd711142f5bfd8986f4877e0

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.

More from tobihagemann/turbo

apply-turbo-handoffs SKILL.md skill
tobihagemann/turbo · .claude/skills/apply-turbo-handoffs/SKILL.md · Audit the turbo skill lessons that /self-improve writes into this repo's .turbo/handoff/ from other projects, apply the…
git:20261004.cdcfe2f · audit A · 414 stars
AGENTS.md AGENTS.md file
tobihagemann/turbo · AGENTS.md
git:20260927.fa1ba5a · audit A · 414 stars
CLAUDE.md CLAUDE.md file
tobihagemann/turbo · CLAUDE.md
git:20261002.0f83d5c · audit A · 414 stars
CLAUDE.md@assets CLAUDE.md file
tobihagemann/turbo · assets/CLAUDE.md
git:20260920.5edbbe3 · audit A · 414 stars
AGENTS.md@claude AGENTS.md file
tobihagemann/turbo · claude/AGENTS.md
git:20260726.3cf3297 · audit A · 414 stars
CLAUDE.md@claude CLAUDE.md file
tobihagemann/turbo · claude/CLAUDE.md
git:20261008.aff1027 · audit A · 414 stars
apply-findings SKILL.md skill
tobihagemann/turbo · claude/skills/apply-findings/SKILL.md · Apply findings by making the suggested code changes. Applies accepted verdicts, escalates ambiguous findings to the…
git:20261018.e9270d6 · audit A · 414 stars
assess-technical-debt SKILL.md skill
tobihagemann/turbo · claude/skills/assess-technical-debt/SKILL.md · Assess project-wide structural technical debt: complexity hotspots, deprecated API usage, duplication clusters…
git:20261008.aff1027 · audit A · 414 stars
changelog-rules SKILL.md skill
tobihagemann/turbo · claude/skills/changelog-rules/SKILL.md · Shared changelog conventions and formatting rules referenced by /create-changelog and /update-changelog. Not typically…
git:20260801.187c292 · audit A · 414 stars
code-style SKILL.md skill
tobihagemann/turbo · claude/skills/code-style/SKILL.md · Enforce existence, reuse, mirror, and symmetry principles to keep new code minimal and consistent with surrounding…
git:20261016.409a05c · audit A · 414 stars
codex-exec SKILL.md skill
tobihagemann/turbo · claude/skills/codex-exec/SKILL.md · Run autonomous task execution using the codex CLI. Use when the user asks to "codex exec", "run codex exec", "execute a…
git:20261008.aff1027 · audit A · 414 stars
commit-rules SKILL.md skill
tobihagemann/turbo · claude/skills/commit-rules/SKILL.md · Shared commit message rules and technical constraints for skills that write commits. Not typically invoked directly.
git:20260927.8a693f4 · audit A · 414 stars

Every file in tobihagemann/turbo

Other files named preview

preview SKILL.md skill
tobihagemann/turbo · codex/skills/preview/SKILL.md · 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…
git:20261013.7173b0c · audit A · 414 stars
preview SKILL.md skill
jongwony/epistemic-protocols · proplasma/skills/preview/SKILL.md · The user is about to commit to one of several directions they cannot judge from descriptions: they can then say what…
git:20261019.921d23d · audit A · 173 stars
preview SKILL.md skill
yichen-zju/claude-for-research · claude/skills/preview/SKILL.md · Preview or export Markdown, PDF, HTML, or code artifacts using shell/browser tools. Use when the user wants to review a…
git:20261014.9f2a5e0 · audit A · 10 stars

Browse by kind, by grade A, or by owner.