openbkn-ai/bkn-engineering

Última atividade de origem registrada: 11 de setembro de 2026 às 05:48

Catálogo do SkillsMP atualizado: 9 de novembro de 2026 às 14:22

skills coletadas: 22

Estrelas no GitHub: 23
Forks no GitHub: 5

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Follow https://skillsmp.com/skill-install/prompt.md to install Agent Skills from https://github.com/openbkn-ai/bkn-engineering.

README do repositório

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# OpenBKN Engineering [中文](README.zh.md) | 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: ```text 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: ```text 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: ```text 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: ```text Use $bkn-methodology to review whether these candidate objects and relations are valid BKN modeling choices. ``` ### 4. Create And Validate The BKN Use `bkn-creator` when the workflow enters BKN creation, extraction, update, binding, validation, feedback review, or delivery archive. Example: ```text Use $bkn-creator to create a BKN from this ontology modeling scheme. Show the route and execution preview first, then wait for confirmation. ``` ## Install Install a selected skill with `npx skills`: ```bash npx skills add https://github.com/openbkn-ai/bkn-engineering --skill bkn-requirement npx skills add https://github.com/openbkn-ai/bkn-engineering --skill bkn-ontology-builder npx skills add https://github.com/openbkn-ai/bkn-engineering --skill bkn-methodology npx skills add https://github.com/openbkn-ai/bkn-engineering --skill bkn-creator ``` Restart your agent session after installation so the skill list refreshes. Platform operations such as authentication, validation, push / pull, Trace, Eval, and admin tasks are provided by `@openbkn/bkn-sdk`: ```bash npm install -g @openbkn/bkn-sdk openbkn --help ``` ## Repository Layout ```text bkn-engineering/ README.md README.zh.md LICENSE NOTICE skills/ bkn-requirement/ SKILL.md agents/ assets/ references/ bkn-ontology-builder/ SKILL.md agents/ assets/ references/ bkn-methodology/ SKILL.md references/ bkn-creator/ SKILL.md internal/ _pipelines/ _plugins/ _shared/ bkn-archive/ bkn-backfill/ bkn-bind/ bkn-doctor/ bkn-domain/ bkn-draft/ bkn-env/ bkn-extract/ bkn-map/ bkn-openbkn/ bkn-relation-bind/ bkn-report/ bkn-review/ bkn-skillgen/ references/ ``` Each published skill must be self-contained. A skill should reference files inside its own directory at runtime. ## BKN Creator Pipelines `bkn-creator` routes user intent to lifecycle pipelines. | Intent | Pipeline | |---|---| | Create a BKN | `internal/_pipelines/create.md` | | Extract BKN candidates from documents | `internal/_pipelines/extract.md` | | Read or inspect BKN assets | `internal/_pipelines/read.md` | | Update or rebind a BKN | `internal/_pipelines/update.md` | | Delete BKN assets | `internal/_pipelines/delete.md` | | Copy or clone a BKN | `internal/_pipelines/copy.md` | | Validate and diagnose a BKN | `internal/_pipelines/validate.md` | | Generate Skill drafts | `internal/_pipelines/skill-gen.md` | | Review feedback and improve a BKN | `internal/_pipelines/feedback.md` | All pipelines follow the same gate sequence: ```text discovery -> preview -> confirm -> execute -> verify -> report ``` Write operations run only after explicit confirmation. ## Project Archive Convention For customer or project work, keep source material and generated deliverables in one project folder: ```text projects/prj-<project-name>/ inputs/ round-01/ source-manifest.md <project>-PRD-v0.1.md <project>-ontology-modeling-scheme-v0.1.md bkn/ network.bkn object_types/ relation_types/ action_types/ delivery/ validation-report.md feedback-review.md final-archive.md ``` Do not move original user files. If external source files are used, copy or register them under the current round and record them in `source-manifest.md`. ## Development Guidelines - Keep public docs user-friendly: explain what the project does, when to use each skill, how to install it, and what output to expect. - Keep the four skills at the same top-level under `skills/`. - Keep each skill self-contained for independent installation. - Keep platform operations delegated to `@openbkn/bkn-sdk`. - Require explicit confirmation before platform write operations. - Update `NOTICE` when external material is included. ## License OpenBKN Engineering is licensed under the Apache License, Version 2.0. See [LICENSE](LICENSE) and [NOTICE](NOTICE).

Carregando o README do repositório…

Skills neste repositório

Outras ocupações de informática Desenvolvedores de software Administradores de redes e sistemas de computador Analistas de garantia de qualidade de software e testadores

4 categorias ocupacionais · 68% classificado

skill

ocupação

descrição

atualizado

bkn-bind

Desenvolvedores de software

为 BKN 对象匹配 Vega resource，输出绑定决议。

Idioma do texto original: chinês

2026-09-11

bkn-relation-bind

Desenvolvedores de software

基于对象资源绑定结果判定关系类型，绑定 backing resource（indirect 类型）。

Idioma do texto original: chinês

2026-09-11

bkn-creator

Outras ocupações de informática

BKN 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，…

Idioma do texto original: chinês

2026-09-11

bkn-backfill

Desenvolvedores de software

将绑定/映射结果写回 .bkn 文件。

Idioma do texto original: chinês

2026-09-11

bkn-draft

Desenvolvedores de software

将确认后的建模清单生成 .bkn 文件。

Idioma do texto original: chinês

2026-09-11

bkn-env

Administradores de redes e sistemas de computador

BKN 执行前环境就绪检查与 bootstrap 判定。

Idioma do texto original: chinês

2026-09-11

bkn-map

Desenvolvedores de software

属性到字段映射 + 覆盖率计算 + 完备性放行。

Idioma do texto original: chinês

2026-09-11

bkn-openbkn

Desenvolvedores de software

OpenBKN 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。

Idioma do texto original: chinês

2026-09-11

bkn-archive

sem classificação

全局归档协议 — 内化自 archive-protocol。提供 ARCHIVE_ID/TIMESTAMP 生成、双轨归档路径、回读校验与状态回执。

Idioma do texto original: chinês

2026-07-21

bkn-doctor

sem classificação

建模质量诊断与多轮收敛。主路径不稳定时介入。

Idioma do texto original: chinês

2026-07-21

bkn-domain

sem classificação

评分式领域识别。从业务文本判断所属领域。

Idioma do texto original: chinês

2026-07-21

bkn-extract

sem classificação

从文本提取对象/关系/动作，输出四分组结构化清单。

Idioma do texto original: chinês

2026-07-21

bkn-report

sem classificação

生成阶段报告或最终归档报告。

Idioma do texto original: chinês

2026-07-21

bkn-review

Outras ocupações de informática

网络质量评审、评分与调整分发。闭环关键。

Idioma do texto original: chinês

2026-07-21

bkn-skillgen

Outras ocupações de informática

分析技能包能力缺口，判断是否需要新 skill，生成草案。

Idioma do texto original: chinês

2026-07-21

bkn-anchor

sem classificação

将业务规则 Skill 锚定为 BKN 网络中的孤悬对象类。

Idioma do texto original: chinês

2026-07-21

bkn-distribute

Outras ocupações de informática

将业务规则 Skill 分发到多个 AI 平台本地目录，用户按需选择目标平台。

Idioma do texto original: chinês

2026-07-21

bkn-rules

sem classificação

从 PRD/对话/建模中提取业务规则，生成可复用的业务规则 Skill。必执行。

Idioma do texto original: chinês

2026-07-21

bkn-test

Analistas de garantia de qualidade de software e testadores

生成测试集与验证用例。三种模式：schema_review / rules_verification / qa_verify。

Idioma do texto original: chinês

2026-07-21

bkn-methodology

Outras ocupações de informática

Shared OpenBKN modeling methodology. Use when reviewing BKN object boundaries, relation semantics, facts, metrics, actions, governance points, evidence, traceability, or Skill / Agent responsibility boundaries.

Idioma do texto original: inglês

2026-07-21

bkn-ontology-builder

Outras ocupações de informática

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。

Idioma do texto original: chinês

2026-07-21

bkn-requirement

Outras ocupações de informática

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。

Idioma do texto original: chinês

2026-07-21

Mostrando 22 de 22 skills coletadas.