II.
SkillArea JSON
Structured · liveskill-area:market-research
Market Research json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:market-research",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-marketing-sales.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Market Research",
"description": "Competitive intelligence, customer research, market sizing,\nand trend analysis.\n",
"domains": [],
"expertiseLevels": [
"novice",
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:market-research",
"to": "domain:marketing",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
},
{
"from": "skill-area:market-research",
"to": "domain:strategy",
"kind": "applies_to",
"attributes": {
"confidence": "secondary"
}
}
],
"incomingEdges": [
{
"from": "skill-area:content-strategy",
"to": "skill-area:market-research",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "lib-agent:business-strategy--macro-economist",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:decision-intelligence--competitive-analyst",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:decision-intelligence--market-intelligence-analyst",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:entrepreneurship--customer-dev-expert",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:entrepreneurship--lean-startup-expert",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:entrepreneurship--market-analyst",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:entrepreneurship--pmf-expert",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:public-relations--government-affairs-expert",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:public-relations--media-relations-strategist",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:supply-chain--category-manager",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:supply-chain--strategic-sourcing-manager",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:travel--trip-scope-planner",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:arts-culture--cultural-policy-agent",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:arts-culture--story-developer-agent",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:product-management--market-analyst",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:research--vendor-researcher",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:business-strategy--vpd-design",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:decision-intelligence--competitive-intelligence-tracker",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:decision-intelligence--market-research-aggregator",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:entrepreneurship--competitor-analysis",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:entrepreneurship--market-sizing",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:public-relations--government-affairs-intel",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:public-relations--media-database",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:public-relations--media-monitoring",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:public-relations--pr-analytics",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:supply-chain--category-strategy-builder",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:supply-chain--strategic-sourcing-analyzer",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:arts-culture--genre-analysis-film",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:arts-culture--genre-analysis",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:arts-culture--arts-advocacy-communication",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:arts-culture--cultural-policy-analysis",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:product-management--competitive-intel",
"to": "skill-area:market-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "workflow:podcast-advertising-management",
"to": "skill-area:market-research",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:out-of-home-advertising-review",
"to": "skill-area:market-research",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:multi-touch-attribution-calibration",
"to": "skill-area:market-research",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:marketing-mix-modeling-cycle",
"to": "skill-area:market-research",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:customer-acquisition-cost-review",
"to": "skill-area:market-research",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:cohort-retention-analysis",
"to": "skill-area:market-research",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:campaign-post-mortem-analysis",
"to": "skill-area:market-research",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:account-based-marketing-cycle",
"to": "skill-area:market-research",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:conversion-rate-experimentation",
"to": "skill-area:market-research",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:marketing-budget-allocation-review",
"to": "skill-area:market-research",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:competitive-displacement-playbook",
"to": "skill-area:market-research",
"kind": "requires_skill_area",
"attributes": {}
}
]
}