II.
LibrarySkill JSON
Structured · livelib-skill:bioinformatics--deseq2-differential-expression
deseq2-differential-expression json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-skill:bioinformatics--deseq2-differential-expression",
"_kind": "LibrarySkill",
"_file": "generated-library/skills.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "deseq2-differential-expression",
"description": "DESeq2 differential expression analysis skill with normalization, statistical modeling, and visualization",
"libraryPath": "library/specializations/domains/science/bioinformatics/skills/deseq2-differential-expression/SKILL.md",
"specialization": "bioinformatics",
"contentSummary": "# DESeq2 Differential Expression Skill\n\n## Purpose\nProvide DESeq2 differential expression analysis with normalization, statistical modeling, and visualization.\n\n## Capabilities\n- Size factor normalization\n- Negative binomial modeling\n- Shrinkage estimation\n- Batch effect modeling\n- Multi-factor desi"
},
"outgoingEdges": [
{
"from": "lib-skill:bioinformatics--deseq2-differential-expression",
"to": "skill-area:statistical-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:bioinformatics--deseq2-differential-expression",
"to": "skill-area:python-data-pipelines",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:bioinformatics--deseq2-differential-expression",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-skill:bioinformatics--deseq2-differential-expression",
"to": "domain:bioinformatics",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:bioinformatics--deseq2-differential-expression",
"to": "role:research-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:bioinformatics--deseq2-differential-expression",
"to": "role:biomedical-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:bioinformatics--deseq2-differential-expression",
"to": "workflow:experiment-design",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:bioinformatics--deseq2-differential-expression",
"to": "specialization:biomedical-informatics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:bioinformatics--deseq2-differential-expression",
"to": "specialization:bioinformatics",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
}
],
"incomingEdges": []
}