cognitive/templates/node_templates/belief_template.md

type	id	created	modified	tags	aliases
belief	{{belief_id}}	date	date	belief cognitive-model

Belief: {{belief_name}}

Metadata

• Type: {{belief_type}}
• Domain: {{domain}}
• Confidence: {{confidence_level}}

Structure

Prior Distribution

distribution_type: {{distribution}}
parameters:
  mean: {{mean_value}}
  variance: {{variance}}
  bounds: [{{lower_bound}}, {{upper_bound}}]

Dependencies

• Conditional dependencies
• Causal relationships
• belief_dependencies

Content

Semantic Description

• Belief description
• Context
• Implications

Evidence

• Supporting observations
• Historical data
• evidence_links

Dynamics

Update Rules

• Learning rate
• Update conditions
• Temporal dynamics

Constraints

• Logical constraints
• Domain constraints
• Value bounds

Relationships

Influences

• Affected beliefs
• Influenced actions
• influence_links

Sources

• Information sources
• Reliability metrics
• source_links

Implementation

Parameters

precision: {{precision}}
learning_rate: {{learning_rate}}
decay_factor: {{decay_factor}}

Active Inference Integration

free_energy_contribution: {{contribution}}
precision_weight: {{weight}}

Notes

• Uncertainty considerations
• Update history
• Performance metrics

References

• Related beliefs
• Documentation
• Research basis