Iterating Code

Iterating Code coordinates multi-round exploration by organizing your topic into three sequential stages: foundation (core concepts), deep dive (technical relationships), and synthesis (integrated understanding). Parallel subagents investigate different aspects simultaneously, then findings are deliberately integrated at each stage to build comprehensive mental models without cognitive overload.

Yes. Iterating Code deploys multiple subagents in parallel to examine different facets of your topic concurrently, then synthesizes their outputs into a unified analysis. This approach accelerates research by combining diverse perspectives efficiently rather than investigating them sequentially.

Iterating Code explicitly structures synthesis at progression milestones: after foundation work, after deep investigation, and at the final stage. Each round produces integrated outputs that feed into the next, progressively refining mental models from raw exploration into structured, comprehensive understanding ready for application.

Progressive learning eliminates overwhelm by sequencing complex topics into manageable stages with clear boundaries. Foundation round establishes shared vocabulary and core principles; deep dive round examines domain-specific connections; synthesis round integrates cross-cutting themes. This staged approach builds mental models that capture relationships between disparate perspectives.

No specialized prerequisites are required. Iterating Code works by accepting your topic definition and progressively building understanding through coordinated rounds. The Skill itself handles orchestration; your role is defining the topic and reviewing synthesized outputs at each stage.

Use round-based exploration for complex topics requiring deep understanding, integration of multiple viewpoints, or knowledge building across interconnected domains. Single-pass research suits straightforward factual lookups; iterating rounds suit subjects where relationships, context, and synthesis matter more than isolated facts.