aihub-device SKILL.md skillA
aihub-device from qualcomm/qai-appbuilder is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add qualcomm/qai-appbuilder/aihub-device@git:20261016.8254822Pins git:20261016.8254822 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- qualcomm/qai-appbuilder
- Path
tools/qaiappbuilder/factory/chat_features/aihub-device/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261016.8254822, committed Oct 16, 2026
- Size
- 13,676 bytes
- Repository stars
- 252
- License
- a license file GitHub does not identify
Use when compiling and profiling models on AI Hub cloud without requiring local devices. Submit models to AI Hub for cloud-based compilation and performance analysis on target hardware. Ideal when you don't have physical devices available. For downloading pre-compiled AI Hub packages, use model-hub. For local compilation with physical devices, use model-builder.
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
# AI Hub Device > **Core Value Proposition**: Compile and profile models on AI Hub cloud when you **don't have physical devices available**. Get real device performance metrics without hardware. > **How to use this SKILL:** > ① Pass the **Pre-Flight Self-Check** below (MANDATORY gate). > ② Determine model source: **AI Hub** vs **Local File**. > ③ Follow the appropriate workflow below **using qai_hub SDK via exec tool**. > ④ Monitor job progress; report results to user. > > ✅ **Use qai_hub SDK via exec tool** > - Use `exec` tool to run Python code with `qai_hub` SDK > - No HTTP API or CSRF token complications > - Direct access to all AI Hub functionality --- ## 🎯 When to Use This Skill vs Alternatives | Scenario | Use This Skill | |----------|---------------| | Want to know model performance on Snapdragon, but **no device available** | ✅ `aihub-device` | | Have a custom model, want to profile on multiple devices without buying them | ✅ `aihub-device` | | Need to compile ONNX for specific hardware, but no access to that hardware | ✅ `aihub-device` | | Already have AI Hub pre-compiled package, just want to run inference | ❌ Use `model-hub` | …
Read the whole file at its exact version.
How to install
mdr add qualcomm/qai-appbuilder/aihub-device@sha256:eec61d1b51ba3a52The line at the top of this page pins the label git:20261016.8254822, 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.
[](https://markdownregistry.com/a/art_x6wgcy4tfwerma52)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 16, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (13676 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
qualcomm/qai-appbuilder · 252 stars · license a license file GitHub does not identify · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_x6wgcy4tfwerma52 GET https://markdownregistry.com/api/v1/resolve?ref=qualcomm/qai-appbuilder/aihub-device GET https://markdownregistry.com/api/v1/blob/eec61d1b51ba3a5221f2c5b3de4746055e2507a09d9bdb26764354312d3a9484
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.