II.
SkillArea JSON
Structured · liveskill-area:prioritization-frameworks
Prioritization Frameworks json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "skill-area:prioritization-frameworks",
"_kind": "SkillArea",
"_file": "domain/skill-areas/skill-areas-technical-depth.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Prioritization Frameworks",
"description": "Structured approaches to feature and initiative prioritization —\nRICE, ICE, MoSCoW, weighted scoring, and opportunity cost analysis.\nCovers translating business objectives into ranked backlogs and\ncommunicating tradeoffs to stakeholders transparently.\n",
"domains": [
"specialization:product-management"
],
"expertiseLevels": [
"intermediate",
"expert"
]
},
"outgoingEdges": [
{
"from": "skill-area:prioritization-frameworks",
"to": "specialization:product-management",
"kind": "applies_to",
"attributes": {
"confidence": "primary"
}
}
],
"incomingEdges": [
{
"from": "skill-area:product-strategy",
"to": "skill-area:prioritization-frameworks",
"kind": "prerequisite_for_learning",
"attributes": {
"strength": "recommended"
}
},
{
"from": "lib-agent:product-management--prioritization-expert",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:ux-ui-design--refinement-planner",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:shared--adversarial-spec-debates",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--agile",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--bmad-implementation",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--bmad-orchestrator",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--bmad-quick-flow",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--ccpm-orchestrator",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--ccpm-parallel-execution",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--ccpm-prd-workflow",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--deep-research",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--double-diamond",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--ecc-continuous-learning",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--feature-driven-development",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--graph-of-thoughts",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--discuss-phase",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--plan-phase",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--verify-work",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--hypothesis-driven-development",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--impact-mapping",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--jobs-to-be-done",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--kanban",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--maestro-development",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--maestro-orchestrator",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--metaswarm-design-review",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--pilot-shell-orchestrator",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--pilot-shell-sync",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--planning-execution",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--planning-orchestrator",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--planning-session",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--planning-verification",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--rpikit-brainstorm",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--rpikit-research",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--rup",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--scrum",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--shape-up",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--spec-driven-development",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--spec-kit-implementation",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--spec-kit-specification",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--spec-kit-brownfield",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--spec-kit-constitution",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--spec-kit-quality-checklist",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--state-machine-orchestration",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
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"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:shared--subagent-driven-development",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:shared--verification-before-completion",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
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"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:product-management--moscow-prioritization",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:product-management--rice-prioritization",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:product-management--user-story-mapping",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:ux-ui-design--user-feedback",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:code-migration-modernization--technical-debt-quantifier",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:product-management--prioritization-calculator",
"to": "skill-area:prioritization-frameworks",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
}
]
}