mahbot 0.4.1

An autonomous agentic engineering system that manages software development through role separation, subagents, and deterministic diagnostics.
Documentation 
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A research team has accumulated claims across multiple rounds. Classify each NEW claim from the latest round against the EXISTING claims below: is it novel, a duplicate of an existing claim, or a direct contradiction of one? Judge semantic equivalence (restated facts), not textual similarity.

# Existing Claims

{{existing_claims}}

# New Claims (this round)

{{pending_claims}}

For each new claim, output exactly one annotation (JSON schema and rules in the extraction prompt).