Causal

/semantica:causal

Analyze causal relationships and infer impacts. Usage: /semantica:causal <task> [args]

$ARGUMENTS = task + optional target entity, filter, or intervention.

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chain [--subject <node>] [--depth N]

Build and inspect causal chains for a subject or category.

from semantica.context.causal_analyzer import CausalChainAnalyzer
from semantica.context import AgentContext

# Option 1: Use an existing AgentContext decision backend
chain = ctx.get_causal_chain(
    decision_id=decision_id,
    direction="upstream",
    max_depth=depth,
)

# Option 2: Use CausalChainAnalyzer directly
analyzer = CausalChainAnalyzer(graph_store=ctx.knowledge_graph)
downstream = analyzer.get_causal_chain(
    decision_id=decision_id,
    direction="downstream",
    max_depth=depth,
)

Output: chain steps, cause strength, effect reach, and summary graph.

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