When Claude says “tests pass”, makoto checks the record — every claim held against the agent's own logged deeds; fakes blocked, not warned. Each check ships at measured zero false positives. 誠

AI made building cheap. It didn't make deciding cheap. Mycelium is a Claude Code harness that makes your agent run discovery and weigh evidence before it writes code. It earns the right to start. Built for software, courses, AI tools, and services.

Ephemeral data sandbox for AI workflows with guardrails and security

Turn one topic into a finished Vox-style paper-collage explainer/ad video — automated end to end on Atlas Cloud + ffmpeg. An agent skill.

DeepSeek Harness (DSH) 插件管理面板：一键启用/停用插件 + GitHub dsh-plugin 插件市场，带插件详情与一键安装 | Plugin manager & marketplace for DeepSeek Harness

Cross-instance message/event handoff plugins for DSH (interconnect service + tools)

把 dsh agent 接入微信、飞书等 20+ 聊天平台的聚合网关插件 | Aggregate IM gateway for DeepSeek Harness (dsh): connect your agents to WeChat, Feishu, Telegram, Discord & 20+ chat platforms

Google Antigravity (agy CLI) models for DeepSeek Harness — stream Gemini/Claude/GPT-OSS subscriptions into DSH with thinking, tool activity, token usage and in-GUI Google OAuth login.

A lightweight, selectable smart-routing mode for DeepSeek Harness.

An open source plugin for enabeling claude to gain offensive pentesting capabilities

AI code reviews grounded in 12 classic engineering books — decay risk diagnostics with book citations, severity labels, and 6 analysis modes including full-sweep auto-fix

Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 15+ more databases like DuckDB, ClickHouse, Redis and Firestore. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN.

Provides AI assistants with a persistent knowledge graph and experience memory, featuring context-aware routing, progressive disclosure, decay-based forgetting, and automatic promotion of important knowledge. It offers 22 MCP tools for storing, recalling, connecting, and querying knowledge, experiences, preferences, and ideas.

终末地官网风格的 DSH Web 主题：奶油纸底、墨黑文字、信号黄强调、全直角工业编辑风。

Save-money plugin for DSH (DeepSeek Harness) — define your own "pause / resume" time windows; at pause time running long tasks are paused (not stopped) automatically, and they resume when the window ends.

Automatic provider/model fallback chains for DeepSeek Harness agents when LLM requests keep failing (retry exhausted, auth, quota, rate limit)

Persistent terminal MCP with one harness-based launcher for Claude Code, Codex CLI, Grok CLI, and Cursor Agent CLI, plus durable PTYs for SSH, containers, and REPLs.

Enhancement suite for Gemini, AI Studio, Claude & ChatGPT — plus a prompt manager for any web UI, DeepSeek Harness included. / 面向 Gemini、AI Studio、Claude 与 ChatGPT 的增强套件；提示词管理器可用于任意 Web UI，含 DeepSeek Harness。

DeepSeek Harness Tauri 桌面版 | Only 5mb installer, zero environment setup, preset plugins, Windows / macOS / Linux.

Local first, desktop companion platform with animated pets, plugin SDK and coding-agent integrations.

DeepSeek brain + automatic image transcription for DeepSeek Harness: a deepseek-vision provider route that transcribes attached images to text before delegating to the text-only DeepSeek adapter. Official deepseek-v4-flash-vision-exp by default (a pure-te

Open-source deep research for AI agents: 40 channels, 10+ Chinese sources.

Contabo API (v1.0.0) as MCP tools for cloud provisioning, and management. Powered by HAPI MCP server

Trainable non-fiction writing voice, presets, and an anti-AI-tells audit for Claude, via MCP.