metacognitivemonitoring

Instructions

A detailed tool for systematic self-monitoring of knowledge and reasoning quality. This tool helps models track knowledge boundaries, claim certainty, and reasoning biases. It provides a framework for metacognitive assessment across various domains and reasoning tasks.

Input Schema

Name	Required	Description
`claims`	No
`iteration`	Yes	Current iteration of the monitoring process
`knowledgeAssessment`	No
`monitoringId`	Yes	Unique identifier for this monitoring session
`nextAssessmentNeeded`	Yes	Whether further assessment is needed
`overallConfidence`	Yes
`reasoningSteps`	No
`recommendedApproach`	Yes
`stage`	Yes
`suggestedAssessments`	No
`task`	Yes
`uncertaintyAreas`	Yes

Input Schema (JSON Schema)

{
  "properties": {
    "claims": {
      "items": {
        "properties": {
          "alternativeInterpretations": {
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "claim": {
            "type": "string"
          },
          "confidenceScore": {
            "maximum": 1,
            "minimum": 0,
            "type": "number"
          },
          "evidenceBasis": {
            "type": "string"
          },
          "falsifiabilityCriteria": {
            "type": "string"
          },
          "status": {
            "enum": [
              "fact",
              "inference",
              "speculation",
              "uncertain"
            ],
            "type": "string"
          }
        },
        "required": [
          "claim",
          "status",
          "confidenceScore",
          "evidenceBasis"
        ],
        "type": "object"
      },
      "type": "array"
    },
    "iteration": {
      "description": "Current iteration of the monitoring process",
      "minimum": 0,
      "type": "number"
    },
    "knowledgeAssessment": {
      "properties": {
        "confidenceScore": {
          "maximum": 1,
          "minimum": 0,
          "type": "number"
        },
        "domain": {
          "type": "string"
        },
        "knowledgeLevel": {
          "enum": [
            "expert",
            "proficient",
            "familiar",
            "basic",
            "minimal",
            "none"
          ],
          "type": "string"
        },
        "knownLimitations": {
          "items": {
            "type": "string"
          },
          "type": "array"
        },
        "relevantTrainingCutoff": {
          "type": "string"
        },
        "supportingEvidence": {
          "type": "string"
        }
      },
      "required": [
        "domain",
        "knowledgeLevel",
        "confidenceScore",
        "supportingEvidence",
        "knownLimitations"
      ],
      "type": "object"
    },
    "monitoringId": {
      "description": "Unique identifier for this monitoring session",
      "type": "string"
    },
    "nextAssessmentNeeded": {
      "description": "Whether further assessment is needed",
      "type": "boolean"
    },
    "overallConfidence": {
      "maximum": 1,
      "minimum": 0,
      "type": "number"
    },
    "reasoningSteps": {
      "items": {
        "properties": {
          "assumptions": {
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "inferenceStrength": {
            "maximum": 1,
            "minimum": 0,
            "type": "number"
          },
          "logicalValidity": {
            "maximum": 1,
            "minimum": 0,
            "type": "number"
          },
          "potentialBiases": {
            "items": {
              "type": "string"
            },
            "type": "array"
          },
          "step": {
            "type": "string"
          }
        },
        "required": [
          "step",
          "potentialBiases",
          "assumptions",
          "logicalValidity",
          "inferenceStrength"
        ],
        "type": "object"
      },
      "type": "array"
    },
    "recommendedApproach": {
      "type": "string"
    },
    "stage": {
      "enum": [
        "knowledge-assessment",
        "planning",
        "execution",
        "monitoring",
        "evaluation",
        "reflection"
      ],
      "type": "string"
    },
    "suggestedAssessments": {
      "items": {
        "enum": [
          "knowledge",
          "claim",
          "reasoning",
          "overall"
        ],
        "type": "string"
      },
      "type": "array"
    },
    "task": {
      "type": "string"
    },
    "uncertaintyAreas": {
      "items": {
        "type": "string"
      },
      "type": "array"
    }
  },
  "required": [
    "task",
    "stage",
    "overallConfidence",
    "uncertaintyAreas",
    "recommendedApproach",
    "monitoringId",
    "iteration",
    "nextAssessmentNeeded"
  ],
  "type": "object"
}

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Instructions

Input Schema

Input Schema (JSON Schema)

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