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低成本视频理解工具:B站链接/BV/本地视频 → 信息层(ASR+场景+对象轨迹+YOLO)→ 摘要+问答。问题驱动动态路由分层(L0/L1/L2)、语义层复用、预算上限。采用 Python 引擎:核心层需 faster-whisper / opencv / yt-dlp(约 200-300MB),可选语义层另需约 2GB 的 torch / transformers / ultralytics,内置 doctor --fix 一键建 venv 并装齐两者。
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The research plugin market inside DeepSeek Harness: browse a curated index of literature, reference, writing and workbench plugins in Settings and install them with one click — 科研插件市场,在设置里浏览并一键安装。
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Edit-ready Context Packs for DSH agents: bounded source excerpts, changes, related tests, and inclusion evidence — local-first.
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DeepSeek Harness plugin that bundles the kimi-ppt skill: create, edit and export PPT / slides / presentations as a locally generated .pptx with Pillow-rendered previews, no browser needed.
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DeepSeek Harness-native publicity toolkit: turn any long-form source into a source-grounded, platform-native promotion matrix.
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DeepSeek Harness bundle for PaperLab: an Overleaf-style workbench where you annotate a rendered PDF and a dsh agent revises the LaTeX sources.
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DeepSeek Harness plugin that turns a 3D idea into a shootable scene brief and publish-ready showcase copy.
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DSH statistics tool: describe/percentile/frequency/correlation over explicit finite numeric arrays, zero-dependency, deterministic, numerically stable (Neumaier sum + Welford variance + linear-interpolation percentiles + Spearman midrank)
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Brings open-mcp-apps into DeepSeek Harness (dsh): an Apps section in the sidebar, one container per app with its own workspace and conversation, an agent-presence strip under the app, and inline app rendering for MCP tool calls.
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DSH session health checker: frame-level diagnostics over multi-frame zstd session logs (torn/corrupt/empty detection), zero-dependency read-only scanner
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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. DSH plugin host; Python stdlib + Markdown core. Zero database / vector service / external service dependencies.
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Codex desktop-pet skins migrated into DSH: auto-detects community Codex pet skins, copies them into the DSH home, and renders an animated desktop pet with per-session status dialogs and a settings section.
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DSH drawio 插件:agent 画图工具(drawio_validate / drawio_render / drawio_template)+ 侧边栏「画板」——mxfile XML 实时渲染为 SVG、导出 PNG、写入工作区。核心翻译器为纯 TS 零依赖,宿主与浏览器共用。
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Free vision plugin for DeepSeek Harness (dsh): image understanding for text-only models with free-tier providers (Qwen3-VL-Flash / DeepSeek-OCR / Doubao). 免费视觉插件:纯文本模型看图能力,优先免费模型(通义千问 / 硅基流动 / 豆包)。
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Generic dock-button host for a dsh (DeepSeek Harness) web client: renders one row of buttons above the composer and owns the dockButtons registry, overflow menu, i18n, and motion. Built as a Feature-Sliced Design static Cordis plugin.
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DSH peer link — point-to-point messaging between dsh agents and other local agent sessions (e.g. Claude Code) over unix sockets. Independent plugin: register as a peer, receive messages into agent context, reply with peer_send, list peers with peer_list.
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Obsidian side-panel math memory agent for DeepSeek Harness: layered long-term memory, idea memo with proactive review reminders, unified note_recall retrieval plus dedicated note search/create/backlink tools. Ships as both a dsh plugin and an Obsidian community plugin.
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A live peak/off-peak pricing readout for the DeepSeek Harness Web GUI: one status pill under the composer, with the effective prices on hover. · DeepSeek Harness 错峰计价浮标
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Expert folders for DeepSeek Harness — hand-written expert directories (role.md + skills) discovered under project and user roots, listed and switched via /expert. · DSH 专家文件夹:手写专家目录,/expert 列表与软切换。
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DSH split-pane conversation plugin: PiUI-style multi-pane conversation surface — split/stack panes, per-pane sessions, sidebar session drag & drop, single-row fused header. No core patch required: each pane runs the core's own slot renderer against a pane-scoped host.
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Unified agent memory for DeepSeek Harness — one shared Obsidian vault for every agent (dsh, Codex, Claude, Hermes). Ships the dependency-free Python core (search/promote/adjudicate/forget), a vault template, and a dsh plugin with memory_search / memory_show / memory_submit / memory_status tools. · 统一 Agent 记忆系统:多 Agent 共享一个 Obsidian vault,附零依赖 Python core 与 dsh 插件。
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Eyes for text-only DeepSeek on DeepSeek Harness: image understanding via Doubao Web by default (zero cost, no API key), Antigravity IDE quota (flash/pro), Gemini API, or Cockpit proxy — model-invokable vision tool, wrapper adapters, evidence memory, and a bilingual client panel.
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A DeepSeek Harness (DSH) agent preset for institutional multi-factor stock-selection research: methodology knowledge base + zero-dependency factor statistics.
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飞书会议提醒:唯一副作用是在你跟 AI 聊得神魂颠倒时,提醒你「该去跟碳基生命开会了」。右侧悬浮框显示今日/明日飞书会议,多闹钟闪烁提醒。