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Tuning Engines CLI, MCP server, and Python agent runtime adapters for governed model, agent, skill, and MCP workflows. Fine-tune open-source LLMs, run inference, manage datasets/evaluations, and connect LangGraph or Temporal while Tuning Engines handles policy, audit, usage, and token economics.
经管期刊/工作论文监控推送插件（经济学垂直）：arXiv 多类目 API + NBER RSS + 中文经管期刊（世界经济/中国农村观察/财贸经济/中国人口科学/经济管理）抓取 → 关键词过滤 → dry-run/Webhook 推送（含本地 mock 集成测试）→ 去重持久化 → 定时简报（schedule_create 协议端到端验证）→ 运行时自定义源。含真实 dsh-tools 插件树加载探针。
DeepSeek Harness tools for evidence-backed user growth, customer acquisition, AARRR funnels, retention, unit economics and MRR.
DeepSeek Harness plugin: query World Bank open economic indicators (GDP, inflation, trade, population...) by country and year range — no API key required. 经济指标一键查询：世界银行开放数据，覆盖 GDP/通胀/贸易/人口等，无需密钥。