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mcouthon AI Skills

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Browse published AI skills maintained by mcouthon. Compare skill descriptions and follow each source repository for setup instructions.

Author statistics

Indexed skills

9

Repository stars across indexed skills

184

Repository forks

35

Average repository stars per indexed skill

20

Repository stars may repeat across skills from the same repository.

9 skills

Browse skills

GitHub

architecture

mcouthon

Use when documenting architecture, understanding system structure, creating diagrams, or analyzing component relationships. Focuses on interfaces and high-level design. Triggers on: 'use architecture mode', 'ar...

GitHub

architecture

mcouthon

Use when documenting architecture, understanding system structure, creating diagrams, or analyzing component relationships. Focuses on interfaces and high-level design. Triggers on: 'use architecture mode', 'ar...

GitHub

mentor

mcouthon

Guide through problems with questions, not answers using Socratic teaching style. Use when asked to teach, explain concepts through discovery, help learn, or guide understanding without giving direct solutions....

GitHub

tech-debt

mcouthon

Use when asked to find code smells, audit TODOs, remove dead code, clean up unused imports, delete debug statements, or assess code quality. Triggers on: "use tech-debt mode", "tech debt", "code smells", "clean...

GitHub

makefile

mcouthon

Use when creating or amending Makefiles for process lifecycle management. Best for projects needing background process management, PID tracking, logging, and status monitoring. Triggers on: "use makefile mode",...

GitHub

architecture

mcouthon

Use when asked to document architecture, understand system structure, create diagrams, or analyze component relationships. Focuses on interfaces and high-level design. Triggers on: "use architecture mode", "arc...

GitHub

critic

mcouthon

Challenge assumptions and probe reasoning using adversarial thinking. Use when asked to find weaknesses, challenge a design, identify edge cases, or stress-test an approach. Triggers on: "use critic mode", "cha...

GitHub

design

mcouthon

Use when building dashboards, admin interfaces, SaaS UIs, or any interface needing polished, professional design. Triggers on: "design system", "UI design", "dashboard", "admin interface", "make it look like Li...

GitHub

debug

mcouthon

Systematic debugging with hypothesis-driven investigation. Use when something is broken, tests are failing, unexpected behavior occurs, or errors need investigation. Triggers on: "this is broken", "debug", "why...

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.