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Magnus Hedemark
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Each README is written for a human audience, explaining: - What the skill does (not what format it follows) - What benefit the user gets from installing it - Quick setup and usage patterns - When to load/trigger the skill - What scripts, references, and templates it ships data-scientist already had a README — left unchanged. 48 READMEs added across all skill and bundle directories.
Software Architecture Analysis — Reverse Engineering to Design Document
Reverse-engineer a codebase to understand its architecture, data flow, privacy posture, and feature surface — then produce a clean-room design document, PRD, or migration plan.
Why Install This Skill
When your agent loads this skill, it becomes a codebase archaeologist who can:
- Map repository structure — identify core components, languages, and frameworks
- Extract architecture — understand how the system is actually built, not how it's documented
- Inventory features — catalog every capability the system provides
- Identify implicit contracts — storage operations, data flows, integration points
- Design clean-room alternatives — re-imagine the system under new constraints (local-first, privacy-first, self-hosted)
- Produce specifications — PRDs, design documents, migration plans with zero source code copying
What You Get
| Directory | Purpose |
|---|---|
SKILL.md |
7-phase build workflow, trigger conditions |
references/ |
Phase-by-phase guidance with architecture extraction patterns, clean-room methodology |
Triggers
Load this when you need to understand how a codebase works, produce a design document for a system in the same problem space, or create a clean-room specification.
Requirements
Git, a programming language runtime matching the target codebase.