OpenBKN 相关的人工智能工程能力工具与技能
概览
OpenBKN 工程提供代理技能和方法论，用于构建商业知识网络（BKNs），并具备可重复的工程工作流程。 它帮助FDE、AI工程师、产品团队和交付团队从业务内容转向经过验证且可操作的知识网络： 目标是让代理工作可追溯、可审查和可复用。每个阶段都有清晰的输入、输出、交接边界和验证门。 本库发布四项顶级技能。 当你需要将客户背景、访谈、会议记录、PRD、BRD、流程描述、系统材料或数据材料转化为业务可读PRD时，可以使用bkn-demand。 当你需要一个可商业审核的本体建模方案，在正式创建BKN之前，可以使用bkn-ontology-builder。 使用bkn方法论作为决定对象边界、关系语义、事实、度量、操作符、动作、治理点和技能/代理职责的通用规则基础。
概述（AI 翻译）
中文 |英语
OpenBKN 工程提供代理技能和方法论，用于构建商业知识网络（BKNs），并具备可重复的工程工作流程。
它帮助FDE、AI工程师、产品团队和交付团队从业务内容转向经过验证且可操作的知识网络：
目标是让代理工作可追溯、可审查和可复用。每个阶段都有清晰的输入、输出、交接边界和验证门。
技能
本库发布四项顶级技能。
| 技能 | 角色 | 主要输出 | 超出范围 |
|---|---|---|---|
bkn-requirement |
需求发现与PRD结构 | 研究大纲、会议摘要、以场景为中心的PRD、验收案例、BKN创建者交接摘要 | 不创建.bkn文件、不绑定数据或发布平台资源 |
bkn-ontology-builder |
本体建模方案生成与优化 | 可业务审查的本体建模方案、验证者发现、最终门报告、实现反馈修订 | 不创建.bkn文件、绑定数据或发布平台资源 |
本页由 AI 翻译，技术细节请以原文为准。
README
以下为原文 README 节选，完整内容请查看原文。
OpenBKN Engineering
中文 | English
OpenBKN Engineering provides Agent Skills and methodology for building Business Knowledge Networks (BKNs) with a repeatable engineering workflow.
It helps FDEs, AI engineers, product teams, and delivery teams move from business material to a validated, operable knowledge network:
Business material / interviews / PRD drafts
-> bkn-requirement
-> scenario-centered PRD + BKN Creator handoff
-> bkn-ontology-builder
-> business-reviewable ontology modeling scheme
-> bkn-creator
-> BKN modeling / binding / testing / validation / publishing
-> feedback review
-> delivery archive
The goal is to make Agent work traceable, reviewable, and reusable. Each stage has a clear input, output, handoff boundary, and verification gate.
Skills
This repository publishes four top-level skills.
| Skill | Role | Main outputs | Out of scope |
|---|---|---|---|
bkn-requirement |
Requirement discovery and PRD structuring | Research outlines, meeting digests, scenario-centered PRDs, acceptance cases, BKN Creator handoff summaries | Does not create .bkn files, bind data, or publish platform resources |
bkn-ontology-builder |
Ontology modeling scheme generation and refinement | Business-reviewable ontology modeling schemes, verifier findings, final gate reports, implementation-feedback revisions | Does not create .bkn files, bind data, or publish platform resources |
bkn-methodology |
Shared BKN modeling method and review rules | Object / relation / fact / metric / action / governance boundary guidance | Does not run project workflows by itself |
bkn-creator |
BKN lifecycle orchestration | BKN creation, extraction, update, copy, validation, binding, reports, feedback review, delivery archive | Not for pure semantic data query |
Recommended Workflow
1. Discover Requirements
Use bkn-requirement when you need to turn customer background, interviews, meeting notes, PRDs, BRDs, process descriptions, system material, or data material into a business-readable PRD.
Example:
Use $bkn-requirement to turn these interview notes into a scenario-centered PRD and BKN Creator handoff summary.
2. Design The Ontology
Use bkn-ontology-builder when you need a business-reviewable ontology modeling scheme before formal BKN creation.
Example:
Use $bkn-ontology-builder to generate an ontology modeling scheme from this PRD and handoff summary.
3. Apply The Methodology
Use bkn-methodology as the common rule base for deciding object boundaries, relation semantics, facts, metrics, operators, actions, governance points, and Skill / Agent responsibilities.
Example:
Use $bkn-methodology to review whether these candidate objects and relations are valid BKN modeling choices.
4. Create And Validate The BKN
推荐工具
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安装
npx skillfish add openbkn-ai/bkn-engineering