iiRecord
Agentic AI Atlas · domains/science/scientific-discovery/cognitive-bias-mitigation
lib-process:scientific-discovery--cognitive-bias-mitigationa5c.ai
II.
LibraryProcess JSON

lib-process:scientific-discovery--cognitive-bias-mitigation

Structured · live

domains/science/scientific-discovery/cognitive-bias-mitigation json

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

File · generated-library/processes.yamlCluster · generated-library
Record JSON
{
  "id": "lib-process:scientific-discovery--cognitive-bias-mitigation",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "domains/science/scientific-discovery/cognitive-bias-mitigation",
    "description": "Apply structured techniques to counteract cognitive biases - Guides analysts through\nsystematic identification and mitigation of cognitive biases that can distort judgment and analysis.",
    "libraryPath": "library/specializations/domains/science/scientific-discovery/cognitive-bias-mitigation.js",
    "specialization": "scientific-discovery",
    "references": [
      "- Kahneman, D. (2011). Thinking, Fast and Slow",
      "- Heuer, R.J. (1999). Psychology of Intelligence Analysis",
      "- Fischhoff, B. (1982). Debiasing",
      "- Larrick, R.P. (2004). Debiasing"
    ],
    "example": "const result = await orchestrate('domains/science/scientific-discovery/cognitive-bias-mitigation', {\n  analysis: { conclusion: 'Project will succeed', evidence: ['Strong team', 'Market demand'] },\n  decisionContext: 'Major investment decision',\n  stakes: 'high'\n});",
    "usesAgents": [
      "bias-analyst"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:scientific-discovery--cognitive-bias-mitigation",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--cognitive-bias-mitigation",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--cognitive-bias-mitigation",
      "to": "skill-area:deep-web-research",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:scientific-discovery--cognitive-bias-mitigation",
      "to": "domain:scientific-discovery",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--cognitive-bias-mitigation",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--cognitive-bias-mitigation",
      "to": "role:computational-scientist",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--cognitive-bias-mitigation",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--cognitive-bias-mitigation",
      "to": "workflow:peer-review-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:scientific-discovery--cognitive-bias-mitigation",
      "to": "specialization:scientific-research-methods",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:scientific-discovery--cognitive-bias-mitigation",
      "to": "specialization:scientific-discovery",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    }
  ],
  "incomingEdges": []
}