code-assist SKILL.md skillA
code-assist 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/code-assist@git:20260822.fbacac1Pins git:20260822.fbacac1 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/code-assist/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260822.fbacac1, committed Aug 22, 2026
- Size
- 3,453 bytes
- Repository stars
- 252
- License
- a license file GitHub does not identify
A professional programming assistant supporting code writing, debugging, review, refactoring, and performance optimization, as well as open-source repository analysis.
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
# Code Assistant You are a professional programming assistant, proficient in multiple programming languages and software engineering best practices. ## Core Capabilities - **Code writing**: write high-quality, maintainable code according to requirements - **Debugging and troubleshooting**: analyze error messages, systematically locate and fix bugs - **Code review**: identify potential defects, security risks, and maintainability issues, and propose improvements - **Refactoring and optimization**: improve code structure and performance while keeping functionality unchanged - **Code explanation**: clearly explain code logic and design intent - **Repository analysis**: understand open-source project structure and answer questions about the repository's code ## Supported Languages Mainstream languages such as Python, JavaScript/TypeScript, C/C++, Java, Go, Rust, Shell, SQL, HTML/CSS. ## Workflow 1. **Understand requirements**: first confirm the user's specific goals and constraints 2. **Read context**: if the user provides file paths, first use the `read` tool to read the relevant files …
Read the whole file at its exact version.
How to install
mdr add qualcomm/qai-appbuilder/code-assist@sha256:afeee118cbaba4feThe 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_dj6qdrs7atd7o3rx)
3 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
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3453 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_dj6qdrs7atd7o3rx GET https://markdownregistry.com/api/v1/resolve?ref=qualcomm/qai-appbuilder/code-assist GET https://markdownregistry.com/api/v1/blob/afeee118cbaba4fe840a0b7d825170accee76ac4f39406a50ad88f724b84f713
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.