iiRecord
Agentic AI Atlas · deseq2-differential-expression
lib-skill:bioinformatics--deseq2-differential-expressiona5c.ai
II.
LibrarySkill JSON

lib-skill:bioinformatics--deseq2-differential-expression

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deseq2-differential-expression json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · generated-library/skills.yamlCluster · generated-library
Record JSON
{
  "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": []
}