openbkn-ai/bkn-engineering
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AI engineering capability tools and skills around OpenBKN
概要
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: The goal is to make Agent work traceable, reviewable, and reusable. Each stage has a clear input, output, handoff boundary, and verification gate. This repository publishes four top-level skills. 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. Use bkn-ontology-builder when you need a business-reviewable ontology modeling scheme before formal BKN creation. Use bkn-methodology as the common rule base for deciding object boundaries, relation semantics, facts, metrics, operators, actions, governance points, and Skill / Agent responsibilities.
README
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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
推奨ツール
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インストール
npx skillfish add openbkn-ai/bkn-engineering