AA

Architecture Deepening Audit

Find shallow modules, surface confusions, and spawn sub-agents that each design a radically different deeper interface. Files the result as a refactor RFC issue.

Engineeringp4matt-pocock
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About this skill


name: architecture-deepening-audit description: Find shallow modules, surface confusions, and spawn sub-agents that each design a radically different deeper interface. Files the result as a refactor RFC issue. Use when working on architecture deepening audit.

Architecture Deepening Audit

Explores the codebase like a senior engineer, notes confusions, and presents numbered deepening candidates. Then spawns 3 or more sub-agents in parallel to design competing interfaces for the chosen module. Recommends the strongest, proposes hybrids, and files the result as a refactor RFC GitHub issue ready to feed into the PRD to issues pipeline. Use monthly or after a feature surge.

What you get

  • Numbered deepening candidates
  • Competing interface designs
  • Recommendation with rationale
  • GitHub RFC issue
  • Blast-radius estimate per candidate
  • Migration checklist

Customize your output

  • Language: agnostic
  • Sub-agent count: 3, 5, 7
  • Repo scope: whole repo, single package, single dir
  • Excluded paths: comma list
  • Issue labels: comma list
  • Risk tolerance: conservative, aggressive

Example output

Three interfaces for a bloated storage layer (repository pattern, event-sourced, plain functions) plus a hybrid recommendation, filed as issue 512.

Best for

Teams doing periodic architecture reviews with AI help.


Note: Requires human taste at the recommendation step. High confidence.

Source: Ian Nuttall · https://www.youtube.com/watch?v=EJyuu6zlQCg Category: Engineering · Priority: P4

SKILL.md preview

---
name: architecture-deepening-audit
description: Find shallow modules, surface confusions, and spawn sub-agents that each design a radically different deeper interface. Files the result as a refactor RFC issue. Use when working on architecture deepening audit.
---

# Architecture Deepening Audit

Explores the codebase like a senior engineer, notes confusions, and presents numbered deepening candidates. Then spawns 3 or more sub-agents in parallel to design competing interfaces for the chosen module. Recommends the strongest, proposes hybrids, and files the result as a refactor RFC GitHub issue ready to feed into the PRD to issues pipeline. Use monthly or after a feature surge.

## What you get

- Numbered deepening candidates
- Competing interface designs
- Recommend...