Algorithm Design

Overview

Use this skill to produce an implementable algorithm decision with explicit correctness reasoning and tradeoff analysis.

Scope Boundaries

• Use this skill when the task matches the trigger condition described in description.
• Do not use this skill when the primary task falls outside this skill's domain.

Inputs To Gather

• Objective, required outputs, and correctness conditions.
• Input constraints (size ranges, distribution, adversarial cases, update/query patterns).
• Resource budgets (latency, throughput, memory) and operational constraints.
• Mutation/concurrency requirements and ordering guarantees.