psyb0t

PolyStrata — AI skill for Claude Code

AI community

Run large AI models on your own PC: Qwen3.8-Flash-Next on Strata's engine, and GLM 5.3 Flash, DeepSeek V4 Flash, LFM2.5, Qwen3.6, Ornith 1.5, Gemma 4, Tiel Coder and MiniCPM-V on a second engine writt.

How to install PolyStrata

This entry records only its repository, not the path inside it, so there is no exact command to give. Open psyb0t/PolyStrata and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What PolyStrata does

Run large AI models on your own PC: Qwen3.8-Flash-Next on Strata's engine, and GLM 5.3 Flash, DeepSeek V4 Flash, LFM2.5, Qwen3.6, Ornith 1.5, Gemma 4, Tiel Coder and MiniCPM-V on a second engine written for PolyStrata. One-click install for Windows and Linux, OpenAI/Anthropic API on localhost.

Alternatives in AI

  • Repomix — 📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file 22.7k ★
  • Qwen Code — A command-line AI workflow tool adapted from Gemini CLI, optimized for Qwen3-Coder models with enhanced parser 20.8k ★
  • Deepreasoning — A high-performance LLM inference API and Chat UI that integrates DeepSeek R1's CoT reasoning traces with Anthr 5.4k ★

README

PolyStrata

**English** · [简体中文](README.zh-CN.md) · [日本語](README.ja.md) · [Deutsch](README.de.md) · [Français](README.fr.md) · [Español](README.es.md) · [Português](README.pt-BR.md)

Run large AI models on your own PC
Qwen3.8-Flash-Next, GLM 5.3 Flash, DeepSeek V4 Flash, LFM2.5, Qwen3.6, Ornith 1.5, Gemma 4, Tiel Coder and MiniCPM-V · free and open source

Tokens per second while writing an answer: 94 to 100 for Qwen3.6-35B-A3B on a laptop with an 8 GB card, 394 to 395 on an RTX 5090

Claude Code in a terminal beside PolyStrata's API Monitor
Claude Code on Qwen3.6-35B-A3B UD-Q3_K_M, on the laptop with the 8 GB card, in real time: it adds a --json option to a small program, writes a test for it and runs the tests. The server had read Claude Code's system prompt when it started ("warm_start": true).

A voxel pagoda garden the model wrote, running in the browser
A voxel pagoda garden, 1 shot prompt running on an RTX 5070 with Strata (Qwen3.8-Flash-Next IQ3_S, 128K context) · full video (49 s)

PolyStrata runs large AI models on a normal PC, models that usually need a server. They chat, write code and work with your apps and coding agents. Nothing leaves your PC.

It runs nine models, on two engines:

  • Qwen3.8-Flash-Next on an NVIDIA or AMD graphics card with 12 GB or more, on Windows or Linux. It also reads pictures. Its engine is the Strata project'