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Agentic AI Atlas · Collaboration Tools & Practices
specialization:collaborationa5c.ai
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Specialization JSON

specialization:collaboration

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Collaboration Tools & Practices json

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

File · domain/specializations/specializations-additional.yamlCluster · domain
Record JSON
{
  "id": "specialization:collaboration",
  "_kind": "Specialization",
  "_file": "domain/specializations/specializations-additional.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Collaboration Tools & Practices",
    "parentDomainId": "domain:software-engineering",
    "description": "Patterns and tools for effective engineering collaboration — code review\nworkflows, pair and mob programming, asynchronous communication norms,\nknowledge sharing systems, and collaborative development environments.\nCovers git workflow design, PR conventions, RFC processes, design-doc\ncultures, and internal developer portals that reduce friction in multi-\nteam engineering organizations. Sourced from\nlibrary/specializations/collaboration/.\n"
  },
  "outgoingEdges": [
    {
      "from": "specialization:collaboration",
      "to": "domain:software-engineering",
      "kind": "specializes"
    }
  ],
  "incomingEdges": [
    {
      "from": "skill-area:code-review-practice",
      "to": "specialization:collaboration",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "lib-process:shared--cc10x-router",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--ccpm-tracking",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--gastown-molecule",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--progress",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--process-hardening-patterns",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--rpikit-implement",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--root-cause-diagnosis",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--finishing-a-development-branch",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--receiving-code-review",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--six-dimension-review",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--validator",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--branch-policies",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--conflict-resolver",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--draft-pr-policy",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--issue-linking",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--issue-only-no-direct-commits",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--label-taxonomy",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--pr-comment-response",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--pr-lifecycle-comment-response",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--pr-lifecycle-dependency-bump",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--pr-lifecycle-docs",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--pr-lifecycle-feature",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--pr-lifecycle-hotfix",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--pr-lifecycle-router",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--pr-lifecycle-security",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--pr-policies",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:collaboration--producer",
      "to": "specialization:collaboration",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    }
  ]
}

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