Topic memory for LLM agents — edited, not accumulated: a topic keeps the starting question, conclusion, impact and dependencies; process is not memory. OKF bundle for dsh, local-first, git-traceable, budgeted LLM-free injection.
The open Company State Runtime — version control for your project's state. Goals, decisions, work, and evidence outlive every chat, context window, and agent session. Ships the self CLI.
Full-duplex voice plugin for DeepSeek Harness: mic → SenseVoice ASR (sherpa-onnx) → LLM → Edge TTS with true barge-in. 全双工语音插件:麦克风语音输入,SenseVoice 本地识别(简体中文+标点+ITN),流式 TTS 朗读,支持语音打断。Zero API key.
Codex-style attachment formats for the DeepSeek Harness Web GUI: PDF text-layer extraction, Office text extraction, scanned-PDF OCR, long-document spill + index cards, image-to-PNG.
Let your coding agent SEE what it builds. Cross-platform screenshot feedback for AI agents: an MCP server, a Claude Code hook, and a native DeepSeek Harness plugin that drops screenshots straight into the conversation as images. Python + uv, zero install via uvx. Windows / Linux / macOS.
QualityForge is an enterprise-grade DeepSeek Harness QA plugin that automates systematic end-to-end testing and delivers P0–P3 severity-based, actionable reports and quality gates to help developers identify issues and prioritize fixes. QualityForge 是一个面向企业级项目的 DeepSeek Harness QA 插件,自动执行系统性端到端测试,并通过 P0–P3 严重度分级、可勾选的测试报告与质量门禁,帮助开发者快速识别问题并确定修复优先级。