II.
LibraryProcess JSON
Structured · livelib-process:collaboration--producer
specializations/collaboration/github/producer json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-process:collaboration--producer",
"_kind": "LibraryProcess",
"_file": "generated-library/processes.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "specializations/collaboration/github/producer",
"description": "Producer persona. Detects project phase → ingests spec (docs/specs/README.md) →\n extracts gaps vs current implementation → dedupes against existing issues → drafts issue\n bodies in parallel → infers labels/assignees → batch-creates GitHub issues. Optionally\n runs a tech-debt scan grouping docs/validation/ findings into implementation issues.",
"libraryPath": "library/specializations/collaboration/github/producer.js",
"specialization": "collaboration"
},
"outgoingEdges": [
{
"from": "lib-process:collaboration--producer",
"to": "skill-area:code-review-practice",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:collaboration--producer",
"to": "skill-area:gitops",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:collaboration--producer",
"to": "topic:code-review-best-practices",
"kind": "lib_covers_topic",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:collaboration--producer",
"to": "domain:software-engineering",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:collaboration--producer",
"to": "role:tech-lead",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:collaboration--producer",
"to": "role:platform-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:collaboration--producer",
"to": "workflow:feature-development",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:collaboration--producer",
"to": "workflow:pull-request-lifecycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:collaboration--producer",
"to": "specialization:collaboration",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
}
],
"incomingEdges": []
}