local-first 16

PLUR memory for DeepSeek Harness — engrams injected straight into the prompt, no tool call required

DeepSeek Harness 会话档案：按工作区浏览和全文搜索归档聊天，原生只读预览对话、工具活动和已存储图片，管理标签备注与 ZIP 备份恢复；保留历史版本并恢复为副本，提供可撤销回收站、空间分账、保留策略和来源与分支。所有数据留在本机。 Session Archive for DeepSeek Harness: browse and full-text search archived chats; natively preview conversations, tool activity, and

Turn explicit DSH session experience into reviewable native Skills

Local-first persistent memory infrastructure for DeepSeek Harness: bounded hot-memory bootstrap, explainable cold recall (exact + Chinese BM25), lease-lock transactional writes, read-only governance, and trajectory review. Pure Python + Markdown, zero ext

Automatic local-first cross-session memory for DeepSeek Harness with source-traceable recall

Local, per-session prompt stash for DeepSeek Harness Web

dsh-voice-call — give the agent a voice it owns: the agent decides when to speak (offer_call), the human holds the answer key (接听/拒接/稍后). Local-first TTS via CrispASR + Qwen3-TTS CustomVoice, plain audio files under ~/.dsh/voice/. Fork of dsh-voice with a

Native knowledge context for DeepSeek Harness

A local-first, human-gated authorial film workflow for DeepSeek Harness

Local-first, full-duplex voice for DeepSeek Harness, orchestrated by Muxiva

Evidence-backed, human-approved project memory for DeepSeek Harness

Select and locally share one or more DeepSeek Harness conversation turns as Markdown, self-contained HTML, or a long PNG, with privacy-first redaction and no uploads

A structured work-state protocol for DeepSeek Harness agent handoffs

DeepSeek Harness community Bundle for local, evidence-backed Agent Memory

Local-first vision for text-only DeepSeek Harness agents: route image understanding to a local OpenAI-compatible vision model, return structured JSON evidence (summary / OCR / layout / semantics / visual / uncertainty).

Local, read-only usage, activity, and performance analytics for DeepSeek Harness sessions.