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DevTools for DeepSeek Harness web: read-only Agent Runtime Trace — turn/step execution timeline, model latency (TTFT/decode), tool-call durations, retries, hook and turn end reasons. Metadata-first, durable events only, zero behavior modification.
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Data cleaning and data enrichment for CSV/XLSX/JSON enterprise lists in DeepSeek Harness, including spreadsheet cleaning, deduplication, profiling, optional Qichacha MCP and exports.
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DSH plugin for DeepSeek Harness: 25 model tools across PubMed, Europe PMC, OpenAlex, PubTator3 & Semantic Scholar — cross-source unified search, article metadata, full text, citations, MeSH & ID tools, citation counts & recommendations — plus a personal literature knowledge graph with an AI-powered PubTator3 concept layer (normalized entities, curated relations, evidence-backed edges). Core PubMed capabilities originate from @cyanheads/pubmed-mcp-server; the knowledge-graph, concept and unified-search layers are original extensions.
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自然语言查询 + 商业智能报表插件 for DeepSeek Harness:在 dsh-mysql 连接底座之上,提供 Text2SQL 自然语言查库、15+ 图表类型、Dashboard 仪表盘、指标/维度管理、多维分析、自助分析、报表导出、审计日志与数据权限。Natural-language data queries + enterprise BI reports for DeepSeek Harness: Text2SQL, 15+ chart types, dashboards, metric management, multi-dimensional analysis, self-service analysis, export, audit log and data permissions.
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AI 系统的数据层:把 18 种来源(文档站/GitHub/PDF/视频/Notebook/Wiki…)转成结构化知识资产,导出到 22 种目标(Claude/Gemini/OpenAI/RAG 管道/编码助手);AI 驱动项目扫描生成配置。受 yusufkaraaslan/Skill_Seekers(14k★ MIT)启发。
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数据库
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DeepSeek Harness plugin: Bilibili keyword video search, video metadata, subtitle transcripts, direct play URLs, and multimodal frame viewing (bilibili_search / bilibili_video / bilibili_subtitles / bilibili_playurl / bilibili_frames). Anonymous by default with risk-control bootstrapping; an optional SESSDATA unlocks login-gated subtitles and higher-quality streams.
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Local-first issue board for DeepSeek Harness: board data, model-facing tools, an agent planning loop, and a human approval queue for agent-proposed issues.
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OKX agent-skills 官方技能适配 DeepSeek Harness (DSH) 技能库:skills 目录 + dsh-plugin 双通道安装
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Self-contained quant workspace for DeepSeek Harness: bundled Python engine (Yahoo data) with pluggable strategies — single-ticker signal card / backtest / review tools.
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DSH plugin: query package metadata from the npm and PyPI registries (pkg_info).
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Render strict JSON ```echarts fences as interactive Apache ECharts charts in DSH Web.
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Transport-layer data masking for deepseek-harness (dsh): sensitive values never leave the process — the model sees placeholders, you see real values restored live in the stream.
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Installation safety gate & data-protection guard for DeepSeek Harness: 60 static signature rules (31 high/24 medium/5 low) scan plugin sources for malicious install scripts, credential theft, obfuscation, persistence and network callbacks before 'dsh plugin add', plus 12 destructive-command patterns and workspace-boundary checks against accidental deletion. | 安装安全闸门与数据保护闸:60 条静态签名规则(31 高危/24 中危/5 低危)扫描插件恶意行为、持久化与外传,12 种危险命令模式与边界检查拦截误删。
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AgentMonitor multi-agent monitoring panel for the DeepSeek Harness — a sidebar entry that serves an embedded agent-monitor dashboard via the /agentmonitor webserver route. Ships a self-contained static dashboard (works out of the box) and lets you point dataDir at your own live data pipeline.
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A-share stock screening plugin for DeepSeek Harness (dsh): pluggable strategies on a free Eastmoney data source, behind an extensible data-source abstraction.
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Data-provider MCP server for football: results, stats, odds, standings, form and head-to-head for 18 European leagues (1993-94 →) and 8 cup competitions, for any MCP client. Also a DeepSeek Harness (dsh) plugin.
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A Jupyter-shaped, Git-backed research surface for DeepSeek Harness: session lineage, stable script attempts, visual evidence, provenance, safe previews, and explicitly confirmed reruns.
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PostgreSQL-backed single-writer session handoff service for DeepSeek Harness
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Zero-dependency MCP stdio server template with an out-of-the-box A-share (Chinese stock) data toolkit. Key-free, NDJSON protocol, drop-in dsh bundle.
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Notebook Knowledge Studio — NotebookLM-like local knowledge workspace for DeepSeek Harness: Notebooks, Sources, source-grounded Chat with citations, and Studio artifacts (Mind Map / Reports / Flashcards / Quiz / Infographic / Slide Deck / Data Table), stored as OKF v0.2 markdown under the workspace.
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数据叙事:用可视化/上下文/说服结构把数据变成推动决策的故事。受 wshobson/agents(38k★ MIT)启发。
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数据库表设计:主键/规范化/索引/数据类型/约束/性能模式,PostgreSQL 重点 + 通用规范。受 wshobson/agents(38k★ MIT)启发。
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数据集整理:清洗、质量筛选、多样性、拆分与标注,LLM 微调前置。受 wshobson/agents(38k★ MIT)启发。