kernel-KBS
CommunitySearch evidence-backed GPU kernel know-how fast.
System Documentation
What problem does it solve?
kernel-KBS eliminates slow, unfocused searching when you need evidence-backed GPU kernel implementation patterns across CUDA, Triton, CuTe, CUTLASS, and Blackwell/Hopper research. It helps you find merged-PR provenance, curated synthesis pages, and performance-related notes without mixing in environment checks, correctness testing, or profiling/benchmarking workflows.
Core Features & Use Cases
- Evidence-backed retrieval: Query a SQLite-centered corpus to surface canonical pages with provenance links to sources and artifacts.
- Hardware/technique/scenario filtering: Narrow results by architecture, language, repo, tags, symptoms, confidence, and whether code is available.
- Evidence-first answering: Fetch selected documents (optionally following sources and including code) and cite stable ids and canonical paths instead of guessing.
Quick Start
Ask kernel-KBS to find evidence for your topic by querying the SQLite corpus for the most relevant pages, e.g. "Retrieve the top 10 evidence-backed pages for nvfp4 GEMV on sm100 and include the sources and any code."
Dependency Matrix
Required Modules
Components
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: kernel-KBS Download link: https://github.com/fmh66/kernel-opt-agent/archive/main.zip#kernel-kbs Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.