← All skills

disaggregated-prefill-decode

80 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By yanacuti1121/Yana-AI (GitHub) · coding · 13 stars · scanned at commit 54d4aa9

Disaggregated prefill/decode — separate GPU pools for compute-bound prefill and memory-bound decode. KV cache transfer via NIXL (RDMA/TCP). NVIDIA Dynamo (stack-above) vs llm-d (K8s-native). 6x DeepSeek-R1 on GB200+Dynamo. 30–40% cost savings on $2M+ inference budgets. Sources: rohitg00/ai-engineering-from-scratch (Apache-2.0).

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'disaggregated-prefill-decode' ] || [ -L ~/.agents/skills/'disaggregated-prefill-decode' ]; then echo 'A skill folder named disaggregated-prefill-decode already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/yanacuti1121/Yana-AI' "$d" && git -C "$d" checkout --quiet '54d4aa9fa3241319f4d37212bd23826658bf6bed' -- '.claude/skills/disaggregated-prefill-decode' && mkdir -p ~/.agents/skills && cp -R "$d"/'.claude/skills/disaggregated-prefill-decode' ~/.agents/skills/'disaggregated-prefill-decode' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'disaggregated-prefill-decode' ~/.claude/skills/'disaggregated-prefill-decode' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for yanacuti1121/Yana-AI shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/yanacuti1121/Yana-AI.svg)](https://zalavijaysinh.github.io/skilltrust/repos/yanacuti1121/Yana-AI/)

Score history

Also found in

Identical copies of this skill exist at:

• yanacuti1121/Yana-AI/core/skills/disaggregated-prefill-decode