env-troubleshooting SKILL.md skillC
env-troubleshooting 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/env-troubleshooting@git:20260822.fbacac1Pins git:20260822.fbacac1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 15 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- qualcomm/qai-appbuilder
- Path
tools/qaiappbuilder/factory/chat_features/model-builder/troubleshooting/env-troubleshooting/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260822.fbacac1, committed Aug 22, 2026
- Size
- 5,279 bytes
- Repository stars
- 252
- License
- a license file GitHub does not identify
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
# Environment Troubleshooting (base)
> 🧭 Diagnosis framework: `${APP_ROOT}/factory/chat_features/model-builder/troubleshooting/_diagnosis-framework.md`; this SKILL covers environment/dependency/build failures.
## Responsibility
Fix WoS ARM64 environment: VS ARM64/MSBuild failures, two-Python split (x64 3.10 conversion vs ARM64 3.13 inference), missing deps, `protobuf` conflicts, PyTorch `--index-url` rules. All paths from `qairt_env.json` (generated by `Setup.bat`) — **never hardcode**.
## Trigger signals
- `No CMAKE_C_COMPILER` / `CMAKE_C_COMPILER not found`
- `VCTargetsPath.vcxproj` / `BaseOutputPath not set` / `MSB1009` / `Failed to run MSBuild`
- `ModuleNotFoundError: No module named 'qai_appbuilder' / 'cv2' / PIL`
- `ImportError: cannot import name 'builder' from 'google.protobuf.internal'`
- Unclear which Python env → **B10**
## Core knowledge
### Two Python environments
| Env | `qairt_env.json` key | Python | Role |
|-----|---------------------|--------|------|
| Conversion | `python_x64_venv` | x86_64 3.10 | ONNX export, `qairt-converter`, `qnn-onnx-converter`, `qnn-model-lib-generator` (all hosts). |
…Read the whole file at its exact version.
How to install
mdr add qualcomm/qai-appbuilder/env-troubleshooting@sha256:acd9e50e5ec1d756The line at the top of this page pins the label git:20260822.fbacac1, 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_odmcrtesowv5zdqe)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 22, 2026.
Audit of the latest version
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- pass: Frontmatter block present
- pass: Size between 200 bytes and 200 KB (5279 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
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_odmcrtesowv5zdqe GET https://markdownregistry.com/api/v1/resolve?ref=qualcomm/qai-appbuilder/env-troubleshooting GET https://markdownregistry.com/api/v1/blob/acd9e50e5ec1d756249933acd7fbd0a2c6b9b1d4ccbda64a98b51df34943d638
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.