基本稳定可用 A context-compression plugin for small context windows (a 100K context is enough), token savings (5x fewer tokens), and month-long single sessions (billions of tokens).上下文压缩插件,兼顾小窗口(100k上下文足矣)省token(省5倍token)和超长会话(数月级别几十亿token单会话)。billion-context is all you need
Code knowledge graph plugin for agent harnesses (dsh): indexes symbols, call sites and imports into SQLite, answers call/dependency questions via CLI or stdio MCP tool server
Conversation indicator plugin for the DeepSeek Harness web GUI: a compact rail beside the scrollbar marks each user message; hover for the summary, click to jump. / DeepSeek Harness Web GUI 对话指示器插件:滚动条旁紧凑面板标记每条用户消息,悬停看摘要,点击跳转。
Offline voice assistant for dsh web — wake word, speech dictation, voice edit commands & Chinese TTS. On-device sherpa-onnx WASM ASR, no Google dependency, works in China.
Local semantic code search for DeepSeek Harness (dsh): fragment-level, symbol-aware indexing, offline lexical embeddings or OpenAI-compatible endpoints, and hybrid vector + BM25 retrieval fused with RRF - three dsh tools (sema_search / sema_reindex / sema_stats) plus a sema CLI.