What is an agent skill?

An agent skill is a SKILL.md package that teaches AI coding agents (Claude, Cursor, and similar) how to perform a task. SkillForge indexes public skills from GitHub.

How do I install a skill from SkillForge?

Copy the install command from any skill page and run it in your terminal: npx skillforge add owner/repo/skill

Are SkillForge skills safety-scanned?

Yes. Skills are scanned for risky patterns before publish. Block-severity findings are not auto-published; review flags may still publish for high-star or trusted sources. Install metrics are labeled live (when install volume is meaningful) or estimated from repository stars.

Where do SkillForge skills come from?

From public GitHub repositories that publish SKILL.md files. Sources include community and organization repos such as Anthropic, Vercel Labs, and independent authors.

hqq-quantization

Orchestra-Research/AI-Research-SKILLs · 12,065★

Total 427Week 74Day 15

Scanned — cleanMIT

Half-Quadratic Quantization for LLMs without calibration data. Use when quantizing models to 4/3/2-bit precision without needing calibration datasets, for fast quantization workflows, or when deploying with vLLM or HuggingFace Transformers.

Quantization HQQ Optimization Memory Efficiency Inference Model Compression

Install

npx skillforge add Orchestra-Research/AI-Research-SKILLs/10-optimization/hqq

View source →Browse more

Full details

Full SKILL.md text is still being ingested by the crawler for this entry. You can install now and open the public GitHub source for the complete file.