openbkn-ai
- 37 skills
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- 6 hours ago last updated
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- ▌ Demand Fulfillment Capacity Analysis · openbkn-ai bundleUse when analyzing how many finished units can be sold now (成品仓 + 理论可产) on knowledge network supply_ontology_hand. Not a delivery-date promise.
- ▌ Production Schedule Backward Planning · openbkn-ai bundleUse when performing BOM-level production schedule backward planning (齐套倒排), material need-by dates, A/B delay classification, or supply-status diagnosis against a demand end date on knowledge network supply_ontology_hand.
- ▌ Demand Fulfillment Requirement Coverage Analysis · openbkn-ai bundleUse when checking whether multiple new product demands can be accepted together on knowledge network supply_ontology_hand, including shared-BOM structure, kitting net demand, and shared-material contention.
- ▌ Openbkn · openbkn-ai操作 BKN(Business Knowledge Network)平台的统一 CLI `openbkn` —— 知识网络 构建/查询(Schema:对象/关系/行动类型、指标、概念组;实例与语义搜索; push/pull/validate;从 Vega Catalog 或 CSV 建网)、资源、Vega Catalog 与 索引构建任务、Context Loader(MCP 检索)、模型工厂(大模型/小模型 CRUD、OpenAI 兼容对话/embedding/ rerank)、Skill 注册(zip 注册/下载/安装 + 生命周期)、Toolbox/Tool(上传、 导入导出、调用)、BKN Trace(第三方 Agent 受管 Conversation / Interaction / Operation、拉取 spans、用符号 规则 + LLM rubric 判定诊断一条 trace、scan、eval-set 构建、schema 校验)、 以及运营面(`openbkn admin`:组织/用户/角色 CRUD、审计、模型管理)与认证 (token + OAuth 密码/浏览器)。 当用户提到:知识网络 / 知识图谱 / 对象类 / 关系 / 行动 / 指标 metric / 语义搜索 / 建索引 / create-from-catalog / 大模型 / 小模型 / embedding / rerank / Skill / 技能包 / toolbox / 工具箱 / tool / 沙箱函数 / function / trace / 证据链 / diagnose / eval-set / Vega / Catalog / 数据源 / 组织 / 用户 / 角色 / 审计 audit / AppKey / api-key / bak_ 凭据 / 签发 key / 撤销 key 等意图时使用。
- ▌ Create Bkn · openbkn-ai bundleGuides creation of BKN (Business Knowledge Network) definition files following v2.0.1 spec. Covers network, object_type, relation_type, action_type, concept_group. Use when creating knowledge networks, BKN files, object types, relation types, action types, concept groups, or when user asks to model business knowledge in BKN format. When the openbkn skill is also loaded, use it to run the openbkn CLI (auth, bkn push) after files exist.
- ▌ Create Skill · openbkn-ai bundleGuides authoring of an OpenBKN Skill package (SKILL.md + references) that declares which knowledge-network capabilities it uses — metrics, functions, actions, MCP tools — so an agent reading it knows what to call, how, and which steps need user confirmation. Also covers writing a sandbox function with bkn-osdk and registering it as a tool. Use when creating a skill, writing SKILL.md for the execution factory, declaring capability dependencies, or turning Python code into a function tool. When the openbkn skill is loaded, use it for `openbkn skill register` / `tool create` after files exist.
- ▌ Demand Deliverability Assessment · openbkn-ai bundleUse when a user asks whether a product demand (an existing forecast or a new order) can be delivered on knowledge network supply_942_verify: locate the forecast, read the inventory metric, run the kitting / net-demand function, and, only after explicit user confirmation, raise the simulated replenishment action.
- ▌ Openbkn Deploy · openbkn-ai bundleDeploy or upgrade OpenBKN on a customer-authorized Linux server through the repository's deploy scripts, with preflight checks, explicit confirmation, secret handling, and post-deployment verification.
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- ▌ Bkn Creator · openbkn-ai bundleBKN 全生命周期编排入口。按需读取 OpenBKN SDK / CLI 操作参考。 凡涉及创建 BKN、从 PRD/文档提取对象关系、 生成或更新 `.bkn`、做数据视图绑定、环境检查、测试集生成、校验与推送时, 优先使用 bkn-creator 进行流程路由、阶段门禁、子 skill 编排与结果回执。 适用于 BKN 的 create/read/update/delete/extract/copy/validate 场景, 技能包能力补齐/skill 草案生成场景, 以及使用反馈巡检与改进场景(定时任务触发、Agent 对话质量异常、 feedback_brief 传入、知识网络持续优化)。 不应用于纯数据语义查询,该场景应交由 data-semantic 处理。
- ▌ Bkn Methodology · openbkn-ai bundleShared OpenBKN modeling methodology. Use when reviewing BKN object boundaries, relation semantics, facts, metrics, actions, governance points, evidence, traceability, or Skill / Agent responsibility boundaries.
- ▌ Bkn Requirement · openbkn-ai bundle当需要从客户背景、拜访准备、业务访谈、会议纪要、录音转写、PRD、BRD、流程说明、系统/数据材料或粗略想法中,整理调研提纲、PRD 迭代、追问清单、验收用例和 BKN_Creator 交接摘要时使用。
- ▌ Bkn Ontology Builder · openbkn-ai bundle当需要基于 PRD、会议纪要、流程说明、系统/数据材料、BKN_Creator 交接摘要或已有方案,生成、修订或对比业务可评审的 OpenBKN BKN 本体建模方案时使用。
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- ▌ Bkn Openbkn · openbkn-aiOpenBKN SDK / CLI 操作参考层。 覆盖认证、平台业务域(config)、知识网络管理与查询、Agent CRUD 与对话、 数据源管理、数据视图、Skill 注册、Vega 可观测、context-loader 语义搜索、通用 API 调用。 仅由 bkn-creator pipeline 内部读取,不独立注册到宿主 skill 系统。
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