Scalable Prompt Routing Moe
Route queries across frontier models using two-stage system: graph-based task discovery identifies ~332 latent task types via semantic similarity + preference patterns; MoE with task-specific adapters estimates quality for candidate models. Achieves <50% inference cost of strongest single model while exceeding its performance; applies when managing pools of frontier models with narrow capability gaps.
Security AStatic scan found no risk patternsHow grading works ›
What this skill does
Scalable Prompt Routing Moe 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/scalable-prompt-routing-moe/ and loads when your prompt matches the skill's trigger.
Who uses this skill
The Scalable Prompt Routing Moe 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/scalable-prompt-routing-moe
curl -L https://claudskills.com/skills/scalable-prompt-routing-moe/SKILL.md \
-o ~/.claude/skills/scalable-prompt-routing-moe/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/scalable-prompt-routing-moe/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/scalable-prompt-routing-moe/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\scalable-prompt-routing-moe\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 Scalable Prompt Routing Moe Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/scalable-prompt-routing-moe/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Scalable Prompt Routing Moe skill do?
Route queries across frontier models using two-stage system: graph-based task discovery identifies ~332 latent task types via semantic similarity + preference patterns; MoE with task-specific adapters estimates quality for candidate models. Achieves <50% inference cost of strongest single model while exceeding its performance; applies when managing pools of frontier models with narrow capability gaps.
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 Scalable Prompt Routing Moe skill?
Use Scalable Prompt Routing Moe 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 Scalable Prompt Routing Moe" or describe the task and let Claude pick). Browse related skills at
/category/general/.
What is a Claude Code skill and how does the Scalable Prompt Routing Moe 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. Scalable Prompt Routing Moe 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
ADu2021. (2026). Scalable Prompt Routing Moe [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/scalable-prompt-routing-moe/
BibTeX
@misc{scalable-prompt-routing-moe-2026,
author = {ADu2021},
title = {Scalable Prompt Routing Moe [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/scalable-prompt-routing-moe/}
}
Embed this skill
Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →
Badge
[](https://claudskills.com/skills/scalable-prompt-routing-moe/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/scalable-prompt-routing-moe.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/scalable-prompt-routing-moe.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Scalable Prompt Routing Moe"></iframe>
Security scan
Grade A · scanned 2026-09-28 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
- ✓ 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/scalable-prompt-routing-moe/#security)
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