qai-appbuilder-docs SKILL.md skillA
qai-appbuilder-docs 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/qai-appbuilder-docs@git:20260618.d4f85c8Pins git:20260618.d4f85c8 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/skills/knowledge-skills/qai_app_builder/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260618.d4f85c8, committed Jun 18, 2026
- First version recorded
- Mar 10, 2026
- Size
- 6,802 bytes
- Repository stars
- 252
- License
- a license file GitHub does not identify
QAI AppBuilder technical documentation retrieval. Find guides on installation, Python/C++ APIs, and model deployment examples. QAI AppBuilder is a rapid AI application development framework designed to simplify the deployment of QNN models on NPU (HTP) across Qualcomm(高通) Windows on Snapdragon, Android, and Linux platforms. This tool is highly suitable for deploying classic models (all types of models except large language models can be deployed via QAI AppBuilder), such as real_esrgan_x4plus…
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
# QAI AppBuilder 文档知识库
获取 QAI AppBuilder 开发框架的全套技术文档，支持环境搭建、API 查询及代码示例检索。大部分非LLM模型部署都可以通过QAI AppBuilder实现。有些模型在本文档中没有直接提及，但可以通过参考给出的 API 文档及相关例子来学习用法。
当用户问如何在 Qualcomm(高通) 平台上部署模型时，我们可以假设用户已经拥有在 Qualcomm 平台上直接部署的 QNN(*.bin) 格式的模型了。
文档根目录路径： C:/Users/zhanweiw/.openclaw/Skills/qai_app_builder
## CRITICAL:
**Required Action**: Call read tool to read documentation.
**Tool call**:
<tool_call>
{"name":"read_file","arguments":{"path":"C:/Users/zhanweiw/.openclaw/Skills/qai_app_builder/docs/01_introduction.md"}}
</tool_call>
**Instructions**:
1. **Analyze**: Identify the user's intent and keywords.
2. **Select**: Look up the [Document List](#文档列表) below. Choose the **ONE** most relevant file path.
3. **Execute**: Call the `read` tool with the chosen path.
4. **Answer**: Summarize the file content to answer the user. Answer user questions based on what you actually see, rather than guessing based on your own knowledge. If something is unclear, you may respond that you do not know.
## 文档列表
### 📘 文档1：简介 (`docs/01_introduction.md`)
**适用问题：** QAI AppBuilder介绍、功能特性、架构图、支持平台（Windows/Linux/Android）、核心优势
**关键词：** 简介、架构、平台、功能、优势
…Read the whole file at its exact version.
How to install
mdr add qualcomm/qai-appbuilder/qai-appbuilder-docs@sha256:50f6ffe5e75698aaThe line at the top of this page pins the label git:20260618.d4f85c8, 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_oczhamd6vt5swelu)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Mar 10, 2026 and Jun 18, 2026, about one every 100 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260618.d4f85c8 latest | 2026-06-18 | d4f85c8 | 6,802 B | A | view · diff |
| git:20260310.d34c45c | 2026-03-10 | d34c45c | 6,812 B | A | view |
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 (6802 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_oczhamd6vt5swelu GET https://markdownregistry.com/api/v1/resolve?ref=qualcomm/qai-appbuilder/qai-appbuilder-docs GET https://markdownregistry.com/api/v1/blob/50f6ffe5e75698aaab34675949ba86efc29e668ffe59940c5fdd1922b08a1f1c
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.