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基于隐藏影子 jj 仓库的会话级文件快照与回退，并内置 AI 改动文件审查：侧边栏 diff、聊天轮尾卡片、hunk 级撤销/重做、终端写盘审计（检查点窗口归属 + 轮末检查点精确归属 + 写盘归因 + 可撤销）、Code Mode 录制（融合 dsh-file-review-tab）。

Adds a sidebar music browser with multiple public sources, persistent background playback, queue advancement, and reviewed MusicFree-compatible source extensions.

Tiered task queue as the single source of truth for DSH↔Hermes work (reset > approve > review): enqueue tools for all submission paths, lease/claim model with concurrency 1, priority aging against starvation, atomic busy mutex, and a Hermes-side consumer (cron */1 + monitor gating) that drains tasks, writes review-handoff requests with single-slot checks, and invokes the reset agent.

Quality suite: background tsc --noEmit diagnostics fed back after the agent edits TypeScript, plus a /code-review command running five parallel review lenses with confidence scoring; absorbs dsh-code-check and dsh-command-code-review.

Task-complete and question notification sounds for the DeepSeek Harness Web UI: a soft chime when the agent finishes a turn, a ding-dong when it asks you something (questions, plan reviews, approvals). Synthesized Web Audio, zero assets, mute toggle and volume slider in the session header and settings.

Intercepts turn-stopping to force one critique-and-improve round after each completed turn before the agent stops.

Plan-and-execute orchestration over ReactLoopAgent — turns a goal into reviewable steps with a web UI plan card.

Captures every plan the agent presents through exit_plan_mode as markdown under <workspace>/.dsh/plans, opens a review window, and keeps a Plans history tab recording the outcome of each plan.

Algorithm learning toolkit syncing Codeforces and AtCoder submissions, profiling weaknesses, generating AI training plans, and tracking spaced-repetition reviews across a 114-lesson algorithm curriculum.

Sidebar disk browser for DeepSeek Harness - browse any folder on the server (including hidden ones) with text preview, streaming download and upload (multi-select / drag-and-drop, overwrite confirm), responsive on desktop and mobile.

Monitor DSH session status, track session runtime information and support file preview.

Sidebar button that checks for DSH updates on startup, shows red dot for new versions, supports ignoring specific versions, and displays changelog preview with live download progress and GitHub mirror support for China.

A Codex-style right side panel for the DSH Web UI — session artifacts browser (live file tree, scan include, preview, reveal) plus a side chat that forks the current session with a model picker, human-pacing scheduled runs and smart send-to-bottom scrolling.

Session change-review for DeepSeek Harness: tracks write/edit tool calls and renders VS Code-style side-by-side diffs via diff2html, auto-following the theme, with subagent aggregation and one-click revert.

Renders local audio/video paths as inline, playable previews in DSH chat: replaces paths with <audio>/<video> players backed by same-origin /api/media-preview/* route, with explicit error statuses.

All-in-one inline media previewer for mip-img/mip-video/mip-audio fences with streaming playback, ffmpeg transcoding fallback, lightbox, and trust-fenced LAN/mobile access.

Right-side message navigation rail for DeepSeek Harness: per-message tick marks, hover-to-expand preview drawer, smooth jump to any historical message, star bookmarks, realtime slide animation with interrupt support, full session index with virtualization, dynamic panel avoidance, official --dsw-* token styling.

In-session "Files" tab (conversation.view, order 20) for dsh Web that browses the active session's workspace directory with breadcrumbs and previews files inline — sanitized Markdown (marked + DOMPurify), images, line-numbered text and PDF — served by read-only /dsh-files host routes registered on ctx.webServer; no write endpoints. Bilingual zh/en.

Live plugin-topology viewer for DeepSeek Harness: the wiring diagram of every mounted plugin, its runtime activity, a composer-side star map — and a composition workbench that edits the wiring on the graph itself (previewed, validated, backed up, reversib

Background memory consolidation (auto dream) for DeepSeek Harness: periodically reviews recent sessions and existing memories to dedupe, refresh stale entries, remove contradictions and rebuild the MEMORY.md index, with hybrid/volume auto triggers, /dream command and a settings-panel config card.

Codex-style right-edge workspace for the dsh web UI: file tree with preview tabs (Markdown/source), an embedded browser (direct/proxy iframe), and a side chat streaming from the host LLM — all as switchable tabs in the native details column.

Native desktop alerts when dsh needs the human — approvals, questions, plan reviews, turn completion, goals, errors and workflow runs — plus a Settings tab for every option, hot-applied.

Turn every idea into an image or video with Kling AI. In DeepSeek Harness, use natural language for text-to-image, image-to-image, text-to-video, image-to-video, reference-image creation, task tracking, and result previews.

Analyze the current branch diff and generate a Conventional Commits PR title, motivation/scheme/testing/risk description and a self-review checklist, write PR_DESCRIPTION.md, optionally open the PR via gh.