android-emulator-mask-testing SKILL.md skillA

android-emulator-mask-testing from simiancraft/simiancraft-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add simiancraft/simiancraft-skills/android-emulator-mask-testing@git:20260602.c098b0e

Pins git:20260602.c098b0e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
simiancraft/simiancraft-skills
Path
skills/android-emulator-mask-testing/SKILL.md
Versions recorded
2
Latest version
git:20260602.c098b0e, committed Jun 2, 2026
First version recorded
Jun 2, 2026
Size
6,514 bytes
Repository stars
8
License
MIT

Specialization of android-emulator-harness for CAMERA / segmentation testing: get a real PERSON in front of the emulator camera so MediaPipe / ML Kit selfie segmentation produces an actual mask, then verify background-replacement / blur / shader effects and tune mask threshold by vision. Use when the task is "test the mask", "verify segmentation", "tune mask threshold", "check a camera/background effect on Android", or any time an app must SEE a human through the emulator camera without a…

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

# Camera / Mask Testing: specialization of android-emulator-harness

**Read `android-emulator-harness` first.** That base covers KVM, AVD creation,
headless boot, app install/launch, Maestro driving, logcat/screenshot assertion,
and teardown. This skill changes only what's needed to put a segmentable human in
the camera and run GPU segmentation. Everything else (drive with Maestro, assert on
logcat + screenshot) is identical to the base.

This skill ships one fixture: **`fixtures/person-framed.png`**, a full-body subject
pre-positioned for the emulator's camera-feed crop (see override 3). Feed it directly,
or swap in your own subject framed the same way.

## The three camera-specific overrides (each cost real debugging time)

1. **Use a 32-bit `x86` system image, NOT the base's `x86_64`.** MediaPipe Tasks
   Vision ships `libmediapipe_tasks_vision_jni.so` for `arm64-v8a`, `armeabi-v7a`,
   and `x86`, **not `x86_64`**. On x86_64 it fails with `UnsatisfiedLinkError` and
   segmentation silently falls through to the raw frame. API 30 is the highest
   32-bit x86 `google_apis` image. Verify in the APK: `unzip -l app.apk | grep mediapipe`
   (expect a `lib/x86/…` entry).
   ```bash
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add simiancraft/simiancraft-skills/android-emulator-mask-testing@sha256:b3a1f878a0996b8e

The line at the top of this page pins the label git:20260602.c098b0e, 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_qv5mzuu3m7ddpl7l.svg)](https://markdownregistry.com/a/art_qv5mzuu3m7ddpl7l)

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

Versions

The registry has recorded 2 versions of this file, all committed on Jun 2, 2026.

versioncommittedcommitsizeaudit
git:20260602.c098b0e latest2026-06-02 c098b0e 6,514 BA view · diff
git:20260602.c98611e2026-06-02 c98611e 7,360 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 (6514 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

simiancraft/simiancraft-skills · 8 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qv5mzuu3m7ddpl7l
GET https://markdownregistry.com/api/v1/resolve?ref=simiancraft/simiancraft-skills/android-emulator-mask-testing
GET https://markdownregistry.com/api/v1/blob/b3a1f878a0996b8e4489b5d846c1377fddea69a8c08b678f12512319b848ed4a

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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