Multi Repo Qwen Setup
Concrete qwen3-14B guide on NPU against the current worktree's simpler. Points at simpler's own in-repo qwen3_14b_decode example (zero cross-repo), then covers the two cross-repo paths — the pypto-serving runner (prefill/decode TPOT) and the pypto-lib decode_fwd kernel (device decode TPOT + scheduler DFX). Defers cross-repo clone/install to multi-repo-setup, then gives the exact run commands (batch-1 and batch-16), the prefill ring/timeout gotchas that otherwise surface as 507018, how to read the per-token timing layers, and the kernel-level device-timing / swimlane flow. Invoke when running qwen3 on simpler, measuring decode/prefill TPOT, reproducing a qwen3 perf number, running qwen3 decode_fwd device-timing or swimlane/overhead analysis, or chasing a 507018 on the qwen3 path.
Security AStatic scan found no risk patternsHow grading works ›
From the source SKILL.md
This skill is the qwen3-specific concrete guide. It first points at simpler's own in-repo qwen3 example (the zero-cross-repo path), then covers the two cross-repo paths against the worktree's simpler: the pypto-serving runner (prefill/decode TPOT) and the pypto-lib decode_fwd kernel (device decode TPOT + scheduler DFX). For the cross-repo paths it gives the exact run commands, the prefill ring/timeout gotchas, and how to read per-token timing — distilled from real runs plus each upstream repo's own docs — sitting on top of [multi-repo-setup](../multi-repo-setup/SKILL.md), which owns the…
What this skill does
Multi Repo Qwen Setup is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/multi-repo-qwen-setup/ and loads when your prompt matches the skill's trigger.
Who uses this skill
The Multi Repo Qwen Setup Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 196,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
How to install
Free
Manual install (2 steps)
mkdir -p ~/.claude/skills/multi-repo-qwen-setup
curl -L https://claudskills.com/skills/multi-repo-qwen-setup/SKILL.md \
-o ~/.claude/skills/multi-repo-qwen-setup/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/multi-repo-qwen-setup/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/multi-repo-qwen-setup/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\multi-repo-qwen-setup\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Telegram
📱 Install from your phone or desktop Telegram
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
Pro
One-click install via the desktop app
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
Pro
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
Frequently asked questions
How do I install the Multi Repo Qwen Setup Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/multi-repo-qwen-setup/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Multi Repo Qwen Setup skill do?
Concrete qwen3-14B guide on NPU against the current worktree's simpler. Points at simpler's own in-repo qwen3_14b_decode example (zero cross-repo), then covers the two cross-repo paths — the pypto-serving runner (prefill/decode TPOT) and the pypto-lib decode_fwd kernel (device decode TPOT + scheduler DFX). Defers cross-repo clone/install to multi-repo-setup, then gives the exact run commands (batch-1 and batch-16), the prefill ring/timeout gotchas that otherwise surface as 507018, how to read the per-token timing layers, and the kernel-level device-timing / swimlane flow. Invoke when running qwen3 on simpler, measuring decode/prefill TPOT, reproducing a qwen3 perf number, running qwen3 decode_fwd device-timing or swimlane/overhead analysis, or chasing a 507018 on the qwen3 path.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Multi Repo Qwen Setup skill?
Use Multi Repo Qwen Setup when your Claude Code task falls under the General category — specifically in the general misc area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Multi Repo Qwen Setup" or describe the task and let Claude pick). Browse related skills at
/category/general/.
What is a Claude Code skill and how does the Multi Repo Qwen Setup skill fit in?
A Claude Code skill is a
SKILL.md file that lives under
~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Multi Repo Qwen Setup is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at
/learn/what-is-a-claude-skill/.
Attribution & license
Cite this skill
If you reference this skill in a blog post, paper, or documentation, you can cite it as:
APA
hw-native-sys. (2026). Multi Repo Qwen Setup [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/multi-repo-qwen-setup/
BibTeX
@misc{multi-repo-qwen-setup-2026,
author = {hw-native-sys},
title = {Multi Repo Qwen Setup [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/multi-repo-qwen-setup/}
}Embed this skill
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Security scan
Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.
The scan flagged 1 of 10 categories (filesystem), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ⚠ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
[](https://claudskills.com/skills/multi-repo-qwen-setup/#security)
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