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Self-evolving memory + skill lifecycle for DeepSeek Harness. Cross-session memory with zero-token deterministic recall (bigram-Jaccard fused with FTS5 BM25 via RRF), a tiered approval gate, and reinforcement that strengthens what you repeat. Procedural knowledge crystallizes into SKILL.md files that refine in place and are curated through an active-stale-archived lifecycle (reversible archive, pre-op backups, rollback, never deletes). Includes background per-turn review, anti-bloat convergence for both skills and memory, an auto-grown user profile, and a web settings page.
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Windows desktop launcher for DeepSeek Harness with a whale-girl icon and a clean Chromium app-mode window.
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Feature-Sliced Design scaffold for building maintainable dsh (DeepSeek Harness) Cordis plugins: host three-layer slices, mirrored single-file client bundle, and a full engineering gate suite (lint, type-check, coverage, bundle verification).
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Sprites remote development environments for DeepSeek Harness through Cordis and MCP.
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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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Ventus 虎鲸 3D 桌宠：一个可交互的 DeepSeek 虎鲸 3D 模型浮窗（透明背景），支持拖拽移动/旋转查看/右键菜单，设置页提供大小、灵敏度、显示文字配置。
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dsh plugin: recognize attached images with the built-in Windows OCR engine (Windows.Media.Ocr) and send only the recognized text to the model. Text models never receive image bytes; vision passthrough is opt-in.
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dsh bundle: register ywleeo/browser-mcp (a local MCP server driving a real Chrome to search, capture, and automate any logged-in site) as native dsh MCP tools (mcp__browser__*).
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Guarded context compaction for DeepSeek Harness (dsh): the LLM proposes, deterministic guards dispose — eager per-atom shrink (extract/summary/false under verbatim guards) + lazy reference-graph eviction (0-LLM) + byte-exact recall from an append-only log. 压缩率精确兑现，历史永不销毁。
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Faithful control of your real, logged-in Chrome profiles: MCP server + MV3 extension + authenticated localhost bridge. No copied profiles, no debug profile, no remote-debugging port, no Edge.
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One memory layer for every AI tool and agent, packaged for DeepSeek Harness with startup context, prompt-time recall, Mem MCP tools, and DSH thread capture.
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DSH Web plugin that lets text-only models see images: paste images in the chat and send without file paths; the model discovers its own vision tools. Multimodal models pass through natively.
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A DeepSeek Harness agent mode that walks you through the full product pipeline — from idea validation to release, promotion, and iteration — by saying "I have an idea".
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DSH plugin: pipes oversized command output through the external rtk CLI and hands the model RTK's condensed output instead of the raw text (a tools/post-execute result transformer).
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DeepSeek Harness profile bundle: Chrome DevTools MCP integration — drives one real Chrome browser through chrome-devtools-mcp via @deepseek-ai/dsh-mcp-client
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DeepSeek Harness composer model seat: model picker plus a three-stop reasoning bar (小难梁 / 梁子 / 梁圣)
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Client-side writing panel for the DeepSeek Harness: project volumes, library, search, and evolution tab with inline version-chain diff and SVG thread graph.
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Voice input for DeepSeek Harness Web UI: a mic button in the composer tool row that uses the browser's Web Speech API (Chrome/Edge) to transcribe speech directly into the message draft. Zero dependencies, no API keys.
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Use the locally installed Claude Code CLI as a DeepSeek Harness LLM provider — no API key, native tool calls through an MCP bridge
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DeepSeek Harness plugin: OAuth / subscription-plan LLM providers (Grok, GitHub Copilot, OpenAI Codex, Anthropic, OpenRouter)
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输入框上方的快捷短语条 + `/` 触发短语菜单（置顶优先、可配置）。Client-only plugin for DeepSeek Harness.
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Renders images, video, audio, PDF and Office documents inline in the dsh web UI through a display_file tool, streaming bytes over a signed HTTP route with range support.
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DSH plugin: CodeBuddy supplier family for dsh-router. Provides two same-family suppliers through the router.suppliers cordis service: codebuddy (Tencent CodeBuddy, copilot.tencent.com) and codebuddy-en (WorkBuddy international, www.workbuddy.ai). Both share one implementation; only the gateway profile differs.
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ADHD behavioral coaching skill for DeepSeek Harness. Guides readers through task execution - breaks tasks into micro-steps, manages overwhelm, provides launch rituals, calibrates time estimates, and recovers from self-blame.