Repository Index

A framework for continual learning and recursive self-improvement through harness adapter evolution.

Tiny local-first AI harness: any model, MCP and Agent Skills, natural-language CLI. Zero dependencies. MIT.

TranslatedDeepSeek Harness local video production and design plugin: multi-track editing, templates and design system, native preview canvas, and real file export

• deepseek-harness
• design-tools
• local-first
• video-editing

TranslatedBeat-driven sci-fi light-ring visualization. Pure Canvas, single HTML, zero dependencies. Noncommercial use only. RYDER CODE / Ms MAIKEBAIs CAT | Supports Wallpaper Engine animated wallpapers.

• canvas
• generative-art
• html5
• sci-fi

Scene-aware storyboard for DeepSeek Harness: 9-16 numbered cells with timestamps + transcript + an audio envelope, packed into ONE image (384 tokens). Two tools: video_storyboard and video_zoom.

• asr
• contact-sheet
• deepseek-harness
• dsh-plugin

TranslatedConnect all the model quotas you can get for free into the same DSH pool: automatic multi-account fault tolerance for WorkBuddy, QR-code login for 13 providers, aggregation of free quotas from 76 providers, a usage dashboard, model routing, a local OpenAI gateway, and automated points collection.

• codebuddy
• dsh-plugin
• failover
• model-provider

Harness self-evolution: update targets, theory, evaluation, and reported evidence. Bilingual reading list and project website.

• agent-evaluation
• agent-harness
• agent-memory
• agent-skills

A framework for building decision-model harnesses for any kind of task. Your program offers the model a short list of next steps, and the model picks one at a time until it can answer.

• classifiers
• decision-models
• evals
• llm-harness

TranslatedLets the AI in DeepSeek Harness live in QQ as "大肥鱼" (Da Fei Yu, "Big Fat Fish"): it can chat, send stickers, send voice messages, take notes, post to QQ Zone, browse Bilibili, and sing. All features are modules that can be switched on and off, or written yourself, and more can be installed from the module marketplace (SnowLuma / OneBot v11).

• dsh-plugin
• chatbot
• deepseek
• onebot

Scikit-learn for Recursive Self-improvement (RSI). A modular framework for recursive harness evolution.

• meta-learning
• reinforcement-learning
• rsi
• ai-agents

TranslatedDSH plugin — free OpenCode Zen models for DeepSeek Harness (DSH). Free LLM API, no API key needed.

• cordis
• cordis-plugin
• dsh
• dsh-plugin

Official Code for OpenVLHarness: Real-World Visual Agentic Tool‑Use with Multimodal Memory

• agent-harness
• agentic-ai
• ai-agents
• coding-agent

The best agent harness.

Claude Code skill for product videos: real browser capture, branded composition, and local mastering.

• agents
• harness
• video
• agent-skills

TranslatedLanpose generates images of the community whale-girl Dafeiyu from pose sketches and costumes, and installs into DeepSeek Harness. (澜姿 (Lanzi, "Lan pose"): from pose line art and costume sets, produce images for the community whale-girl model Dafeiyu, adjust poses and change outfits, and it can also be installed into DeepSeek Harness.)

• deepseek
• genai
• generic
• gpt

TranslatedA Bilibili command-line tool designed for AI Agents: QR code login, watching videos, commenting, direct messages, posting updates, uploading videos, all with JSON output

• agent-skills
• ai-agent
• automation
• bilibili

An Android AI Agent built on DeepSeek Harness, with Android Use tools, voice and a cat companion.

TranslatedHelixHarness provides complete foundational capabilities for AI Coding engineering, and also supports different enterprises and teams in combining their own business knowledge, engineering standards, and R&D processes to continuously build and evolve their own dedicated Harness

• agent-harnesses
• ai-coding
• ai-coding-agent
• coding-agent

Lightweight, agent-native sandboxing with diff, commit and abort

• agent-sandbox
• dsh-plugin
• harness
• pi-plugin

HexaShell: a thin harness in which a coding agent drives a robot from RGB images and writes its own tools; frozen tools for the 42 RoboDojo tasks

RAX harness: coding agents that learn robot tasks by online exploration

Open source autonomous engineering harness in your cloud. One sandbox per task, no real secrets inside.

• agent-harness
• agent-sandbox
• agent-security
• agentic-coding

Durable coding-agent harnesses (Claude Code, Codex, OpenCode, Pi, fx) on a Workflow SDK World

• agents
• claude-code
• codex
• durable

TranslatedAn enterprise-grade desktop AI Agent workbench that lets skills, knowledge, and tasks work together in one place.

• agent
• agent-desktop
• harness
• harness-ai