{network_dir}/
├── SKILL.md
├── network.bkn
├── CHECKSUM                 # optional; SDK may generate
├── object_types/
├── relation_types/
├── action_types/
├── concept_groups/
└── data/                    # optional CSV instance data

Workflow

Gather requirements — objects, relations, actions, optional concept groups
Read spec — references/SPECIFICATION.llm.md (format rules, sections, frontmatter types)
Pick templates — copy/adapt from assets/templates/ (network_type.bkn.template, object_type.bkn.template, …)
Create network.bkn — root file; align with Network Overview
Create object_types/*.bkn — one file per object, {id}.bkn
Create relation_types/*.bkn — one file per relation
Create action_types/*.bkn — one file per action
Create concept_groups/*.bkn — optional
Update network.bkn — list all IDs in Network Overview
Add root SKILL.md in the BKN directory — same folder as network.bkn (this is not the create-bkn skill file); agent-facing guide for that network (see Delivered BKN: root SKILL.md)
Review (MUST) — cross-check Validation checklist and Business rules placement; fix IDs, cross-refs, headings
Validate (MUST) — kweaver bkn validate <dir> (see Validation)
Import (optional) — kweaver bkn push <dir>

Import (kweaver CLI)

Requires the kweaver CLI from @kweaver-ai/kweaver-sdk (npm install -g @kweaver-ai/kweaver-sdk; Node.js 22+). push uses tar; on macOS COPYFILE_DISABLE=1 is set by the tool.

Platform auth — If you already have a valid token for the target platform (kweaver auth status), do not run kweaver auth login again. If not authenticated, run kweaver auth login <platform-url> first.
BKN validation — If workflow step 12 (kweaver bkn validate <dir>) already succeeded for this directory, do not repeat validate before push unless you changed .bkn files. If you have not validated yet, run validate before push.

kweaver bkn push <dir> [--branch main] [-bd <business-domain>]

-bd / --biz-domain is optional. If you omit it, the CLI resolves the business domain automatically (KWEAVER_BUSINESS_DOMAIN env, then saved platform config in ~/.kweaver, otherwise bd_public).

Export: kweaver bkn pull <kn-id> [<dir>]. More subcommands: kweaver bkn --help (see kweaver-core skill if loaded).

Validation

kweaver bkn validate <dir> — must pass before delivery or upload. It loads network.bkn and sibling .bkn files. Success prints counts; on failure fix .bkn files and re-run.

Per-type reference

Kind	Spec (section)	Template	Example (k8s)
Network	`knowledge_network` in spec	assets/templates/network_type.bkn.template	references/examples/k8s-network/network.bkn
Object	`object_type`	assets/templates/object_type.bkn.template	references/examples/k8s-network/object_types/pod.bkn
Relation	`relation_type`	assets/templates/relation_type.bkn.template	references/examples/k8s-network/relation_types/pod_belongs_node.bkn
Action	`action_type`	assets/templates/action_type.bkn.template	references/examples/k8s-network/action_types/restart_pod.bkn
Concept group	`concept_group`	assets/templates/concept_group.bkn.template	references/examples/k8s-network/concept_groups/k8s.bkn

Full rules and optional sections: references/SPECIFICATION.llm.md.

Naming conventions

ID: lowercase, digits, underscores; file: {id}.bkn under the matching folder
Headings: # network title, ## type block, ### section, #### logic property
Frontmatter: at least type, id, name (see spec for each type)

Business rules placement

Rules must sit in spec-defined places so import persists them. Full wording: references/SPECIFICATION.llm.md.

Network-level — prose in network.bkn right after # {title} (before structured sections like ## Network Overview)
Type-level — prose in each type file after ## ObjectType: / ## RelationType: / … and before the first ###; never in frontmatter
Property-level — in Data Properties table Description column
No extra sections — do not add Markdown outside the standard sections; parsers may drop unparsed content on import

Validation checklist

network.bkn at root; frontmatter matches spec
Every .bkn has valid YAML frontmatter (type, id, name)
Files live under folders matching type (object_types/, relation_types/, …); filename = {id}.bkn
Network Overview lists all definition IDs — no missing/extra
Relations/actions reference existing object-type IDs; concept groups list only existing objects
Parameter binding Source ∈ property | input | const; YAML blocks (e.g. trigger) parse
Heading hierarchy has no skipped levels
Business rules only in allowed places (see Business rules placement)

Output rules

Emit raw .bkn content — do not wrap the whole file in a fenced markdown block
Reuse IDs consistently across relations/actions
IDs: lowercase + underscores; display text Chinese unless asked otherwise
Keep heading order per spec

Examples

references/examples/k8s-network/ — modular sample (objects, relations, actions, concept group)

Delivered BKN: root SKILL.md

When you build a knowledge network directory {network_dir}/, add {network_dir}/SKILL.md at the root (alongside network.bkn). Short overview + index tables with file paths (object | path | relation | path | action | path) so agents route to the right .bkn without scanning. Optional: topology sketch, usage scenarios. Example: references/examples/k8s-network/SKILL.md.

create-bkn

Create BKN

Works with kweaver-core

What is BKN

Directory layout

More from kweaver-ai/kweaver-sdk

kweaver-core

kweaver