itsmostafa

Summarize Turbo Quant — Development skill for Claude Code

Development community

Provide a comprehensive summary of the following academic paper.

How to install Summarize Turbo Quant

Installs to ~/.claude/skills/itsmostafa-inference-speed-tests-summarize-turbo-quant/SKILL.md

Terminal

mkdir -p ~/.claude/skills/itsmostafa-inference-speed-tests-summarize-turbo-quant && curl -fsSL https://raw.githubusercontent.com/itsmostafa/inference-speed-tests/HEAD/prompts/summarize-turbo-quant.md -o ~/.claude/skills/itsmostafa-inference-speed-tests-summarize-turbo-quant/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Summarize Turbo Quant does

Provide a comprehensive summary of the following academic paper.

TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate

**Amir Zandieh** Google Research zandieh@google.com

**Majid Daliri** New York University daliri.majid@nyu.edu

**Majid Hadian** Google DeepMind majidh@google.com

**Vahab Mirrokni** Google Research mirrokni@google.com

*arXiv:2504.19874v1 [cs.LG] 28 Apr 2025*

Abstract

Vector quantization, a problem rooted in Shannon's source coding theory, aims

Alternatives in Development

Summarize Meeting — Summarize meeting transcripts into structured notes and actions 7.8k ★
PaperSpine — PaperSpine is a motivation-driven skill for learning from strong academic papers, building a paper’s central a 5k ★
Ars Abstract — ARS academic-paper abstract-only mode — bilingual abstract + keywords 4.5k ★