II.
SkillArea JSON
Structured · liveskill-area:integration-testing
Integration Testing json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:integration-testing",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-testing.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Integration Testing",
"description": "Testing across module boundaries and real dependencies (DBs,\nqueues) — test containers, fixtures, and isolation strategies.\n",
"domains": [
"specialization:qa-testing-automation"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:integration-testing",
"to": "specialization:qa-testing-automation",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:integration-testing",
"to": "skill-area:unit-testing",
"kind": "requires_skill_area"
}
],
"incomingEdges": [
{
"from": "skill-area:component-testing",
"to": "skill-area:integration-testing",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "skill-area:database-testing",
"to": "skill-area:integration-testing",
"kind": "requires_skill_area"
},
{
"from": "skill-area:ml-pipeline-testing",
"to": "skill-area:integration-testing",
"kind": "requires_skill_area"
},
{
"from": "skill-area:data-pipeline-testing",
"to": "skill-area:integration-testing",
"kind": "requires_skill_area"
},
{
"from": "skill-area:service-mocking",
"to": "skill-area:integration-testing",
"kind": "requires_skill_area"
},
{
"from": "skill-area:regression-testing",
"to": "skill-area:integration-testing",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:contract-testing",
"to": "skill-area:integration-testing",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:api-mocking-simulation",
"to": "skill-area:integration-testing",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:hexagonal-architecture-stack",
"to": "skill-area:integration-testing",
"kind": "requires_skill_area"
},
{
"from": "tool:pact",
"to": "skill-area:integration-testing",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:wiremock",
"to": "skill-area:integration-testing",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "tool:testcontainers",
"to": "skill-area:integration-testing",
"kind": "tool_used_by",
"attributes": {}
},
{
"from": "skill:python-django-debug",
"to": "skill-area:integration-testing",
"kind": "addresses",
"attributes": {}
},
{
"from": "lib-agent:code-migration-modernization--post-migration-validator",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:qa-testing-automation--api-testing-expert",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:sdk-platform-development--test-coverage-analyzer",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--atdd-tdd",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--bdd-process",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--cc10x-build",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--cleanroom",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--ecc-orchestrator",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--ecc-tdd-workflow",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--example-mapping",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--xp-process",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--metaswarm-execution-loop",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--pilot-shell-feature",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--pilot-shell-quality-pipeline",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--quality-gated-six-phase",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--rpikit-review",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--self-assessment",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--test-driven-development",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--writing-plans",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--writing-skills",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--tdd",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--v-model",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:qa-testing-automation--api-testing",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:web-development--api-integration-testing",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:backend-development--growing-outside-in-systems",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:code-migration-modernization--migration-validator",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:qa-testing-automation--api-testing",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:qa-testing-automation--pytest-testing",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:sdk-platform-development--contract-test-framework",
"to": "skill-area:integration-testing",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "responsibility:flaky-test-quarantine",
"to": "skill-area:integration-testing",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:flaky-test-detector",
"to": "skill-area:integration-testing",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:fullstack-engineer",
"to": "skill-area:integration-testing",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:backend-engineer",
"to": "skill-area:integration-testing",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:qa-lead",
"to": "skill-area:integration-testing",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:test-automation-engineer",
"to": "skill-area:integration-testing",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "workflow:flight-software-certification",
"to": "skill-area:integration-testing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:avionics-integration-testing",
"to": "skill-area:integration-testing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:medical-device-validation",
"to": "skill-area:integration-testing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:e-procurement-platform-setup",
"to": "skill-area:integration-testing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:ros2-integration-testing",
"to": "skill-area:integration-testing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:helpdesk-platform-migration",
"to": "skill-area:integration-testing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:airworthiness-compliance-review",
"to": "skill-area:integration-testing",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:biocompatibility-testing-cycle",
"to": "skill-area:integration-testing",
"kind": "requires_skill_area",
"attributes": {}
}
]
}