Systems analysis expert for understanding unfamiliar codebases, distributed architectures, and technical toolchains. Use when asked to investigate a system, survey how components interact, explain what a tool does, find gaps in an architecture, or produce a learning document about a technical domain.
Quickly install systems-analyst AI skill to your development environment via command line
Source: tomlord1122/tomtom-skill.
Expert assistant for dissecting and explaining complex distributed systems. Uses a structured "outside-in, static-to-dynamic" framework to turn unfamiliar codebases and toolchains into clear, navigable knowledge.
"If this component didn't exist, who would suffer, and why?"
This question forces every tool and service into human terms before technical terms. It prevents the trap of listing features without explaining purpose. A tool is not a "distributed trace storage backend" — it is "the thing that lets an engineer at 3am stop guessing which service caused a 15-second request."
Systems analysis expert for understanding unfamiliar codebases, distributed architectures, and technical toolchains. Use when asked to investigate a system, survey how components interact, explain what a tool does, find gaps in an architecture, or produce a learning document about a technical domain. Source: tomlord1122/tomtom-skill.
Stable fields and commands for AI/search citations.
npx skills add https://github.com/tomlord1122/tomtom-skill --skill systems-analystSystems analysis expert for understanding unfamiliar codebases, distributed architectures, and technical toolchains. Use when asked to investigate a system, survey how components interact, explain what a tool does, find gaps in an architecture, or produce a learning document about a technical domain. Source: tomlord1122/tomtom-skill.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/tomlord1122/tomtom-skill --skill systems-analyst Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/tomlord1122/tomtom-skill