remote-hardware-validation

87 / 100 · Low risk

Fine to try. Some of what it can do is expected: a devops skill usually runs commands, installs tools and uses cloud credentials.

By ventura8/Whisper-Pro-ASR (GitHub) · devops · 14 stars · scanned at commit e5a8a18

Validate Whisper Pro ASR on accelerator hardware that this machine does not have, by driving a remote host over SSH. Use whenever a build target needs proving on silicon the local box lacks — an Intel NPU, an Intel Arc GPU, an AMD Radeon, a second NVIDIA card — or when the user offers a machine ("I have a box with X, can you use it?", "here is the IP", "ssh access"). Also use before claiming any target hardware-validated when the accelerator is absent locally, and when triaging a failure that o…

Works with any agent that supports SKILL.md skills.

What this skill can do

Runs commands on your computer

This is disclosed by the author in the skill's SKILL.md or README. Expected for a devops skill.

Found in 10 places.

.agents/skills/remote-hardware-validation/SKILL.md, line 26scripts/remote_validate.sh <user>@<host> # preflight + audit
.agents/skills/remote-hardware-validation/SKILL.md, line 67ssh-copy-id -i ~/.ssh/<key>.pub <user>@<host>
.agents/skills/remote-hardware-validation/SKILL.md, line 74ssh-keygen -t ed25519 -N '' -C 'whisper-pro-asr remote hardware validation' \

Show 7 more

.agents/skills/remote-hardware-validation/SKILL.md, line 81ssh -i ~/.ssh/whisper_remote_validation -o IdentitiesOnly=yes -o BatchMode=yes -o ConnectTimeout=10 <user>@<host> 'id -nG | tr " " "\n" | grep -qx docker && ech
.agents/skills/remote-hardware-validation/SKILL.md, line 141ssh -i ~/.ssh/whisper_remote_validation -o IdentitiesOnly=yes -o BatchMode=yes -o ConnectTimeout=10 <user>@<host> 'wsl -e bash -lc "<command>"'
.agents/skills/remote-hardware-validation/SKILL.md, line 159ssh -i ~/.ssh/whisper_remote_validation -o IdentitiesOnly=yes -o BatchMode=yes -o ConnectTimeout=10 <user>@<host> 'bash -s -- --json' < scripts/audit_hardware.s
.agents/skills/remote-hardware-validation/SKILL.md, line 176IMAGE='whisper-pro-asr@sha256:<digest of the build under test>' # docker images --digests
.agents/skills/remote-hardware-validation/SKILL.md, line 182ssh -i ~/.ssh/whisper_remote_validation -o IdentitiesOnly=yes -o BatchMode=yes -o ConnectTimeout=10 <user>@<host> "docker run --rm --gpus all $IMAGE python3 -c
.agents/skills/remote-hardware-validation/SKILL.md, line 189ssh -i ~/.ssh/whisper_remote_validation -o IdentitiesOnly=yes -o BatchMode=yes -o ConnectTimeout=10 <user>@<host> "docker run --rm --device /dev/kfd --device /d
.agents/skills/remote-hardware-validation/SKILL.md, line 200LOCAL_PROBE="$(mktemp)"

Changes files outside its own folder

The author does not mention this.

Found in 1 place.

.agents/skills/remote-hardware-validation/SKILL.md, line 202trap 'rm -f "$LOCAL_PROBE"; ssh -i ~/.ssh/whisper_remote_validation -o IdentitiesOnly=yes -o BatchMode=yes -o ConnectTimeout=10 <user>@<host> "rm -f $REMOTE_PRO

Other copies in this repository

ventura8/Whisper-Pro-ASR has 1 more folder with a skill named remote-hardware-validation. This page shows the lowest-scoring copy.

.claude/skills/remote-hardware-validation 87/100 · Low risk

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'remote-hardware-validation' ] || [ -L ~/.agents/skills/'remote-hardware-validation' ]; then echo 'A skill folder named remote-hardware-validation already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/ventura8/Whisper-Pro-ASR' "$d" && git -C "$d" checkout --quiet 'e5a8a180a05a565735e967a46297653c7704b28c' -- '.agents/skills/remote-hardware-validation' && mkdir -p ~/.agents/skills && cp -R "$d"/'.agents/skills/remote-hardware-validation' ~/.agents/skills/'remote-hardware-validation' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'remote-hardware-validation' ~/.claude/skills/'remote-hardware-validation' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

Date	Version	Score
2026-11-08	`e5a8a18`	87