release-sample-sweep SKILL.md skillA

release-sample-sweep from atmosphere/atmosphere is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add atmosphere/atmosphere/release-sample-sweep@git:20261019.ff4f7b0

Pins git:20261019.ff4f7b0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
atmosphere/atmosphere
Path
.claude/skills/release-sample-sweep/SKILL.md
Versions recorded
7
Latest version
git:20261019.ff4f7b0, committed Oct 19, 2026
First version recorded
Aug 7, 2026
Size
19,378 bytes
Repository stars
3,822
License
Apache-2.0

Run the pre-release end-to-end sweep of every user-facing surface — the 33 samples under samples/ (booted from their packaged artifacts and driven in a real browser via chrome-devtools MCP), the Expo/React Native client, and the atmosphere CLI. Use before cutting a release, and after any change to the Console bundle, a shared module, atmosphere.js, the CLI, or several samples at once. Covers preconditions, the keyless Ollama backend, the per-sample launch/drive/collect/teardown loop, the…

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

# Release sample sweep (chrome-devtools)

Before a release, every user-facing surface is exercised the way a user
exercises it. This skill is that procedure written down.

Three surfaces, three drivers — all three are release gates:

| Surface | What | Driver |
|---|---|---|
| **Samples** (33) | `samples/*`, booted from packaged artifacts | chrome-devtools MCP, or the wire protocol for the headless ones |
| **Expo client** (1) | `samples/spring-boot-ai-classroom/expo-client/` | iOS simulator MCP — it is a native app, chrome-devtools cannot reach it |
| **CLI** | `atmosphere run` / `new` / `compose` / `import` / `checkpoint` + its four distributions | Shell, then chrome-devtools against what `atmosphere run` booted |

## When to run it

- **Before cutting any release.** Non-negotiable — it is the last gate before
  `release-4x.yml`.
- After a change to the **Console bundle** (`modules/spring-boot-starter/frontend/`),
  since the Console is both the shipped sample UI and the validation surface.
- After a change to a **shared module** that every sample transitively depends on
  (`modules/cpr`, `modules/ai`, `modules/spring-boot-starter`, `modules/admin`).
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add atmosphere/atmosphere/release-sample-sweep@sha256:fc875a367f785698

The line at the top of this page pins the label git:20261019.ff4f7b0, 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_uwo74hmc7fojmwgm.svg)](https://markdownregistry.com/a/art_uwo74hmc7fojmwgm)

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

Versions

The registry has recorded 7 versions of this file, between Aug 7, 2026 and Oct 19, 2026, about one every 12 days.

versioncommittedcommitsizeaudit
git:20261019.ff4f7b0 latest2026-10-19 ff4f7b0 19,378 BA view · diff
git:20261016.addc5692026-10-16 addc569 18,356 BA view · diff
git:20261014.e0b4d1f2026-10-14 e0b4d1f 18,132 BA view · diff
git:20261014.344e71e2026-10-14 344e71e 17,230 BA view · diff
git:20260828.d99ed0a2026-08-28 d99ed0a 16,902 BA view · diff
git:20260823.aa6c0062026-08-23 aa6c006 16,902 BA view · diff
git:20260807.e7a91202026-08-07 e7a9120 16,473 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 (19378 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

atmosphere/atmosphere · 3,822 stars · license Apache-2.0 · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_uwo74hmc7fojmwgm
GET https://markdownregistry.com/api/v1/resolve?ref=atmosphere/atmosphere/release-sample-sweep
GET https://markdownregistry.com/api/v1/blob/fc875a367f7856982f323e042d2ea9ee9a21a0cd5f01a6345f6977185fdc0003

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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