Generate a Semantic Dependency Graph from Tool Schemas

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Quick Overview

Design a generator that turns arbitrary tool input and output schemas into an explainable dependency graph. The task covers nested JSON Schema, semantic field matching, context suppression, unresolved inputs, evaluation on unseen catalogs, and review of AI-generated code.

Generate a Semantic Dependency Graph from Tool Schemas

Company: Composio

Role: Software Engineer

Category: Software Engineering Fundamentals

Difficulty: medium

Interview Round: Online Assessment

Overview: Design a generator that turns arbitrary tool input and output schemas into an explainable dependency graph. The task covers nested JSON Schema, semantic field matching, context suppression, unresolved inputs, evaluation on unseen catalogs, and review of AI-generated code.

Read the full Composio Software Engineer interview experience this question came from

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Composio
Aug 9, 2026
mediumSoftware EngineerOnline AssessmentSoftware Engineering Fundamentals
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