II.
LibraryProcess overview
Reference · livelib-process:collaboration--producer
specializations/collaboration/github/producer overview
Producer persona. Detects project phase → ingests spec (docs/specs/README.md) → extracts gaps vs current implementation → dedupes against existing issues → drafts issue bodies in parallel → infers labels/assignees → batch-creates GitHub issues. Optionally runs a tech-debt scan grouping docs/validation/ findings into implementation issues.
Attributes
displayName
specializations/collaboration/github/producer
description
Producer persona. Detects project phase → ingests spec (docs/specs/README.md) →
extracts gaps vs current implementation → dedupes against existing issues → drafts issue
bodies in parallel → infers labels/assignees → batch-creates GitHub issues. Optionally
runs a tech-debt scan grouping docs/validation/ findings into implementation issues.
libraryPath
library/specializations/collaboration/github/producer.js
specialization
collaboration
Outgoing edges
lib_applies_to_domain1
- domain:software-engineering·DomainSoftware Engineering
lib_belongs_to_specialization1
- specialization:collaboration·SpecializationCollaboration Tools & Practices
lib_covers_topic1
- topic:code-review-best-practices·TopicCode Review Best Practices
lib_implements_workflow2
- workflow:feature-development·Workflow
- workflow:pull-request-lifecycle·Workflow
lib_involves_role2
- role:tech-lead·RoleTech Lead
- role:platform-engineer·Role
lib_requires_skill_area2
- skill-area:code-review-practice·SkillAreaCode Review Practice
- skill-area:gitops·SkillArea
Incoming edges
None.