iiRecord
Agentic AI Atlas · specializations/collaboration/github/producer
lib-process:collaboration--producera5c.ai
II.
LibraryProcess JSON

lib-process:collaboration--producer

Structured · live

specializations/collaboration/github/producer json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · generated-library/processes.yamlCluster · generated-library
Record JSON
{
  "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": []
}