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Local literature knowledge-base RAG for DSH: hybrid BM25 + vector retrieval, cross-encoder reranking, cited answers with section- and page-level provenance, metadata-only refresh and background ingest with progress polling, over a SQLite index.
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DSH plugin management panel & marketplace: one-click enable/disable, multi-source market (GitHub/Gitee/custom), static-index market (500+ plugins / 300 skills), skills, suites, and one-click framework upgrade.
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Structural code intelligence for DeepSeek Harness (dsh) — gives the agent codegraph and codegraph_index tools to find where a symbol is declared, what calls it, and what a change reaches, from a tree-sitter index it builds itself. Compatible with the codegraph CLI's on-disk format.
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Web GUI background plugin: per-area image groups with per-image display and rendering config (fill/fit/stretch/tile/center/custom + position, scale, size, repeat, rotation, radius, opacity, blur), slideshow playback, and local file/folder picking stored as IndexedDB blobs (no base64 packing); own settings section. TypeScript sources, esbuild-built bundle.
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An in-process trigram index that makes code search in Pi and DeepSeek Harness 20-90x faster than ripgrep, with identical results.
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CodeGraph for DSH — registers native `codegraph_*` tools (core surface: status/init/sync/explore; full surface adds query/node/files/callers/callees/impact/affected/index/uninit) wrapping the `codegraph` CLI, plus a prompt front-load hook that steers structural CodeGraph context into structural prompts, so the DSH agent can bootstrap, maintain, and query a pre-indexed code knowledge graph without grepping files.
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Persistent project memory for dsh agents: index docs (PDF/Markdown/text) and code symbols into a searchable per-workspace store, recall them with cited sources, and keep experience entries (problems -> solutions) searchable on demand.
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DSH Web GUI theme studio with presets and per-mode customization: accent, background, foreground, fonts, translucent sidebar, and contrast. Overrides CSS tokens in every served index.html via the official webServer.tapIndex seam.
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DSWM — Simple Wiki Memory for DeepSeek Harness: a self-maintaining persistent memory system (index + reference/pending/archive + git backup + memory skills).
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DeepSeek Harness (dsh) web plugin — Codex-style attachment expansion: PDF text-layer (pymupdf4llm/pdfjs), Office (docx/xlsx/pptx) to Markdown, TIFF/epub/odt/rtf, long-document spill to index cards, scanned-PDF OCR (tesseract.js + 8 cloud providers inc. DeepSeek Vision), and browser image to PNG. dsh-plugin for the DeepSeek Harness Web GUI.
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A fixed bottom market-ticker bar for DeepSeek Harness: real-time 上证指数 / 创业板指 / 科创50 / 恒生科技.
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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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Session buddy for the dsh web GUI: notify you when the AI finishes replying, needs your answer, or asks for command approval while the tab is hidden, and provide an in-conversation ladder outline (question index) for quick navigation
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Structural code MCP server and batch CLI for compact TypeScript/JavaScript reads and hash-bound AST edits.
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Cross-session persistent memory for the DeepSeek Harness: a model-facing memory tool, an always-on index section, and a bundled maintenance skill.
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通用文档中心(Universal Document Center)— DeepSeek Harness 文档预览/编辑/管理插件(静态包形态:lib/index.js host 外壳 + lib/client.js 浏览器 bundle)
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DSH bundle that bridges the Codebase Memory MCP code knowledge graph into DSH and can keep indexed repositories fresh with an optional debounced filesystem watcher.
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DSH context-window relief: knowledge base (ctx_index/search), routing enforcement (deny flood tools), sandboxed execution (ctx_execute/batch Think-in-Code), and session continuity (post-compaction restore).
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Semantic repo index for DeepSeek Harness — tree-sitter symbol index, code search, and a bounded ranked repo map injected into agent context.
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dsh bundle: local semantic index over workspace documents (MD/PDF/DOCX/TXT) with FTS5 BM25 + local embedding hybrid retrieval, hit citations with line numbers, and incremental updates.
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Model-facing Windows search tool backed by the Everything index (Everything64.dll FFI via koffi)
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对话轮次索引:Web GUI 右侧边栏列出每一轮用户提问,点击跳转到对应位置 (Turn index sidebar for the DeepSeek Harness web GUI: one entry per user turn, click to jump)
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Claude Code-style long-term memory for dsh: markdown memory files with frontmatter, MEMORY.md index, session-start prompt injection, and a memory tool.
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Curated Irmia DevKit tools ported to the DeepSeek Harness: safe_edit / safe_rollback / multi_edit / http_get / http_post / code_index / code_explore / code_diff_impact / db_query.