II.
SkillArea JSON
Structured · liveskill-area:product-discovery
Product Discovery json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:product-discovery",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-technical-depth.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Product Discovery",
"description": "Systematic exploration of user needs and solution viability —\nopportunity-solution trees, assumption mapping, rapid prototyping,\nuser interviews, and experiment design. Bridges qualitative research\nwith quantitative validation to reduce product risk before committing\nengineering resources.\n",
"domains": [
"specialization:product-management"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:product-discovery",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
}
],
"incomingEdges": [
{
"from": "skill-area:customer-journey-mapping",
"to": "skill-area:product-discovery",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "helpful"
}
},
{
"from": "skill-area:user-research",
"to": "skill-area:product-discovery",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "lib-agent:product-management--jtbd-specialist",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:product-management--requirements-analyst",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:product-management--user-researcher",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--adversarial-spec-debates",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--bmad-quick-flow",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--ccpm-orchestrator",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--ccpm-parallel-execution",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--ccpm-prd-workflow",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--double-diamond",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--discuss-phase",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--plan-phase",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--verify-work",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--impact-mapping",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--jobs-to-be-done",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--maestro-development",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--maestro-orchestrator",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--metaswarm-design-review",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--pilot-shell-orchestrator",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--planning-execution",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--planning-orchestrator",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--planning-session",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--planning-verification",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--shape-up",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--spec-driven-development",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--spec-kit-implementation",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--spec-kit-specification",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--spec-kit-brownfield",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--spec-kit-constitution",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--spec-kit-quality-checklist",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--subagent-driven-development",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--verification-before-completion",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:customer-experience--churn-prevention",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--closed-loop-feedback",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--csat-collection",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--customer-health-scoring",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--customer-journey-mapping",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--customer-onboarding",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--escalation-management",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--fcr-optimization",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--feedback-analysis-pipeline",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--itil-incident-management",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--kcs-implementation",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--knowledge-base-development",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--nps-survey-program",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--problem-management",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--qbr-preparation",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--self-service-optimization",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--service-request-fulfillment",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--sla-management",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--ticket-triage-routing",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:customer-experience--touchpoint-optimization",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:travel--flight-dataset-build",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:travel--travel-plan-compose",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:product-management--persona-development",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:product-management--prd-generator",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--prd-to-spec",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--task-to-prd",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:product-management--user-research-synthesis",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:product-management--user-story-generator",
"to": "skill-area:product-discovery",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "workflow:user-research-cycle",
"to": "skill-area:product-discovery",
"kind": "requires_skill_area",
"attributes": {}
}
]
}