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The server side of [Metanoia Mosaic](https://github.com/Xephyr-Labs/metanoia-mosaic), a self-hosted AI assistant you add to your own app. It streams replies from any OpenAI-compatible model, runs your server-side tools, and stores conversations, memories,

Local-first control plane for coding agents (Antigravity, Claude Code, Codex, Devin CLI)

硬邦邦化：把用户提示词改写成肌肉硬汉风格，再交给模型（DSH 插件）。

Xingular Harness — a Pi agent harness built on recursive harnessing (Harness²): versioned eight-component harness trees, refinement from evidence, multi-account sessions, a compiled prompt, project notes, tools, and MCP

The Kinetis Vector admin UI, as a Nuxt layer on Vuetify.

Vercel AI SDK language models as vRealTime cascade text models

Put a Vercel AI SDK agent's tool calls behind an Agent Approval Protocol (AAP) approval provider.

企业文档助手 (Enterprise Document Assistant) — a DSH plugin that turns the harness into a document workbench: project-scoped document library, an e-reader style three-column page (tree | document | AI chat), selection-to-ask, and AI rewrite shown as tracked-cha

Theme-agnostic CSS style engine: typed authoring with dependency capture, render-driven reachability collection, and dual readable/compact output targets. One runtime dependency: stylis.

Framework-neutral generative UI primitives for Polychat: expressive site and app documents, streamed JSON patches, validation, design direction and deterministic React code generation

Kete Loom: curated, tested, portable Agent Skills, subagents, commands, rules, hooks and MCP configs. One source, installable in Claude Code, Codex, OpenCode, Cursor, Gemini CLI, GitHub Copilot, Kete Code and Kiro.

AI engineering team for your coding agent: agents, skills, commands and workflows

Shadcn registry for AI tutor and learning components. Install with npx shadcn@latest add @beadkit/quiz. Docs: https://beadkit.dev/llms.txt

One-tap connect ModelScope language and image-generation models into DSH (off by default), with image recognition and context window filled in automatically. You can also see the free Magicube balance, jump to a model's info page, and record local call co

The file-content normalizer flavor: a DeepSeek Harness plugin that registers the normalize family's `normalize-file` tool - the read → count → write pipeline over files ALREADY on disk, beyond the tool layer. One agent-chosen file per call: the target's c

DSH plugin that lists all configured models with availability/latency testing, by reading $DSH_HOME/settings.yaml.

Genealogical research toolkit for AI coding agents

Shared React components and Tailwind theme for Atlas

Scaffold a production-ready React CMS for a specific data provider (REST, GraphQL or Supabase).

Browser-based long-form writing app for the Nostr protocol — NIP-23 editor, feed reader, and publishing tool