Model-driven context management (Active Context Pruning / ACP) for the DeepSeek Harness — the model decides when and what to compress. Ported from billion-context-pi (ranxianglei); acp-kernel reused verbatim. CompactionEngine backend with compress/decompress/search_context/acp_status tools.
DSH Director Toolkit is a DeepSeek Harness plugin for 3D artists, technical designers, and creative coders. Paste a half-formed idea, a reference note, or a portfolio caption and get a compact direction pack for Blender, Three.js, Houdini, or C4D.
把 WebUI 会话流中连续相邻的同工具调用合并为「主卡片+紧凑子行」树状展示，默认覆盖所有内置通用行工具 | Merges consecutive same-tool calls in the WebUI chat flow into a main-card + compact-child-rows tree view, all built-in generic tools by default
Terminal-style input history for the DeepSeek Harness web composer: edge-first arrows with exact draft/caret restore, browser-local persisted history, Ctrl+R reverse search, workspace recall - and sliding-context awareness (compaction summaries in recall/search, compaction notice with one-click /compact fill).
DSH plugin for agent-driven span compaction: compress chosen conversation spans into self-written checkpoints instead of the official head-anchored full-context sweep.
模式匹配自动注入 steering rules，不占系统上下文 - Inject rules when needed, without wasting context. Similar to oh-my-pi's "Time-traveling stream rules", but with a very simple and compact code implementation.
Agent-driven compaction for DeepSeek Harness: the agent summarizes its own conversation (KV-cache friendly, no giant replay). Verified in production at ~460k-token sessions.
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。
Silent vision bridge for DeepSeek Harness: route chat images to a fixed vision model, preserve UI originals, and reuse observations across compaction and restarts.
Turns each DSH workspace folder into a project: auto-injects a compact project-workspace convention into every new session, with a per-session Project toggle in the composer. dsh-plugin
