ddp-device-test SKILL.md skillA

ddp-device-test from denisovav/flutter_edge_ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add denisovav/flutter_edge_ai/ddp-device-test@git:20261014.a4f49fa

Pins git:20261014.a4f49fa in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
denisovav/flutter_edge_ai
Path
.claude/skills/ddp-device-test/SKILL.md
Versions recorded
1
Latest version
git:20261014.a4f49fa, committed Oct 14, 2026
Size
7,635 bytes
Repository stars
649
License
MIT

Run an Android integration test on a real phone through Google's Developer Device Platform (DDP) — reserve the device, forward adb, stage models, run with am instrument, read the result, cancel. The only Android device lab for this repo; Firebase Test Lab is no longer used.

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

# Android device tests on DDP

Every Android test that needs a real phone — GPU (OpenCL on Adreno and Mali),
Qualcomm NPU, memory, a release gate — runs on DDP. Firebase Test Lab is not
used any more (owner, 2026-10-14). The pieces here:

| File | What it does |
|---|---|
| `ddp.sh` | One session at a time: `devices`, `reserve`, `status`, `extend`, `forward`, `cancel` |
| `run_instrumented.sh` | Builds the example's app + androidTest APKs for one `integration_test/` file, installs, runs `am instrument`, saves logcat and the crash buffer |

**DDP bills per minute on `krups-develop`.** Tell the owner before reserving,
say roughly how long, keep one session open at a time, and `ddp.sh cancel` the
moment the run is done — also after a failure.

## One-time setup

1. `gcloud components install beta` and, in the browser, `gcloud auth login`.
   When gcloud says "Reauthentication required", ask the owner to run
   `! gcloud auth login`: the scripts use `gcloud auth print-access-token`, so
   expired Application Default Credentials do not matter.
2. Google's forwarder lives outside the repo, in `~/.ddp` (it ships with
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add denisovav/flutter_edge_ai/ddp-device-test@sha256:c1f4c0dd58e521cc

The line at the top of this page pins the label git:20261014.a4f49fa, 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_vjuma3qgpxltohls.svg)](https://markdownregistry.com/a/art_vjuma3qgpxltohls)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 14, 2026.

versioncommittedcommitsizeaudit
git:20261014.a4f49fa latest2026-10-14 a4f49fa 7,635 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 (7635 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

denisovav/flutter_edge_ai · 649 stars · license MIT · pushed 2026-10-31 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vjuma3qgpxltohls
GET https://markdownregistry.com/api/v1/resolve?ref=denisovav/flutter_edge_ai/ddp-device-test
GET https://markdownregistry.com/api/v1/blob/c1f4c0dd58e521cc750785c1c000f19f5c3834be7a5874925e3fa1bdc88a570c

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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