mcouthon

mcouthon

@mcouthon

GitHub
24 Skills
1684 Total Stars
February 2026 Joined

Public Skills

phase-review

by mcouthon

"Review implementation plans for a particular phase in a larger plan for flaws before committing to them. Use when reviewing phase plans from .tasks/ directory. Triggers on: 'use phase mode', 'review phase', 'review the plan', 'check phase', 'validate phase', 'review phase N', 'check the plan for phase'."

Automation 71 3mo ago

phase-review

by mcouthon

"Review implementation plans for a particular phase in a larger plan for flaws before committing to them. Use when reviewing phase plans from .tasks/ directory. Triggers on: 'use phase mode', 'review phase', 'review the plan', 'check phase', 'validate phase', 'review phase N', 'check the plan for phase'."

Automation 71 3mo ago

deep-research

by mcouthon

"Exhaustive investigation with citations and structured findings. Use when thorough coverage is needed, all sources must be cited, or research will inform critical decisions. Triggers on: 'use deep-research mode', 'deep research', 'exhaustive investigation', 'thorough research', 'cite all sources', 'comprehensive analysis', 'leave no stone unturned', 'research everything'. Read-only mode - investigates and documents but doesn't modify code."

Academic 71 3mo ago

tech-debt

by mcouthon

"Use when finding code smells, auditing TODOs, removing dead code, cleaning up unused imports, or assessing code quality. Triggers on: 'use tech-debt mode', 'tech debt', 'code smells', 'clean up', 'remove dead code', 'delete unused', 'simplify'. Full access mode - can modify files and run tests."

Code Review 71 3mo ago

testing

by mcouthon

"Behavioral testing strategy — deciding what to test and how. Use when writing tests, reviewing test quality, or fixing tests that test mocks instead of behavior. Triggers on: 'use testing mode', 'write tests', 'test strategy', 'tests are brittle', 'tests test mocks', 'improve test quality', 'what should I test'. Full access mode - can write and run tests."

API Dev 70 3mo ago

testing

by mcouthon

"Behavioral testing strategy — deciding what to test and how. Use when writing tests, reviewing test quality, or fixing tests that test mocks instead of behavior. Triggers on: 'use testing mode', 'write tests', 'test strategy', 'tests are brittle', 'tests test mocks', 'improve test quality', 'what should I test'. Full access mode - can write and run tests."

Debugging 70 3mo ago

architecture

by 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', 'architecture', 'system design', 'how is this structured', 'document the system', 'create a diagram', 'high-level overview'. Read-only mode."

Processing 70 3mo ago

consolidate-task

by mcouthon

"Use when you need to summarize a completed task into an architectural decision record, reducing clutter in .tasks/. Triggers on: 'use consolidate-task mode', 'consolidate-task', 'consolidate task', 'summarize task'."

Automation 70 3mo ago

critic

by 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', 'challenge this', 'find weaknesses', 'what could go wrong', 'critic', 'devil's advocate', 'poke holes', 'stress test', 'what am I missing', '5 whys'. Read-only mode - questions and probes but doesn't provide solutions."

Processing 70 3mo ago

consolidate-task

by mcouthon

"Use when you need to summarize a completed task into an architectural decision record, reducing clutter in .tasks/. Triggers on: 'use consolidate-task mode', 'consolidate-task', 'consolidate task', 'summarize task'."

Automation 70 3mo ago

debug

by 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 is this failing', 'unexpected error', 'not working', 'bug', 'fix this issue', 'investigate', 'tests failing', 'trace the error', 'use debug mode'. Full access mode - can run commands, add logging, and fix issues."

Code Gen 70 3mo ago

security-review

by mcouthon

"Security-focused code review with attack surface mapping and risk classification. Use when reviewing PRs for security, auditing code changes, or analyzing potential vulnerabilities. Triggers on: 'security review', 'use security mode', 'audit this', 'check for vulnerabilities', 'is this secure', 'attack surface', 'threat model', 'security check'. Read-only mode - identifies issues but doesn't fix them."

Auth 70 3mo ago

makefile

by mcouthon

"Use when creating Makefiles for process lifecycle management with PID tracking, logging, and status monitoring. Triggers on: 'use makefile mode', 'makefile', 'create makefile', 'process management', 'background jobs', 'start/stop services'. Full access mode - can create/modify Makefiles."

Kubernetes 70 3mo ago

critic

by 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', 'challenge this', 'find weaknesses', 'what could go wrong', 'critic', 'devil's advocate', 'poke holes', 'stress test', 'what am I missing', '5 whys'. Read-only mode - questions and probes but doesn't provide solutions."

Processing 70 3mo ago

design

by mcouthon

"Use when building dashboards, SaaS UIs, admin interfaces, or any interface needing polished professional design. Covers design direction, craft principles, and 9-phase implementation. Triggers on: 'use design mode', 'design system', 'design system upgrade'. Full access mode."

Animation 70 3mo ago

makefile

by mcouthon

"Use when creating Makefiles for process lifecycle management with PID tracking, logging, and status monitoring. Triggers on: 'use makefile mode', 'makefile', 'create makefile', 'process management', 'background jobs', 'start/stop services'. Full access mode - can create/modify Makefiles."

Kubernetes 70 3mo ago

mentor

by 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. Triggers on: 'use mentor mode', 'teach me', 'help me understand', 'guide me', 'mentor', 'I want to learn', 'explain by asking', 'Socratic', 'don't give me the answer'. Read-only mode - explores and guides but doesn't write code."

Auth 70 3mo ago

debug

by 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 is this failing', 'unexpected error', 'not working', 'bug', 'fix this issue', 'investigate', 'tests failing', 'trace the error', 'use debug mode'. Full access mode - can run commands, add logging, and fix issues."

Code Gen 70 3mo ago

architecture

by 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', 'architecture', 'system design', 'how is this structured', 'document the system', 'create a diagram', 'high-level overview'. Read-only mode."

Processing 70 3mo ago

deep-research

by mcouthon

"Exhaustive investigation with citations and structured findings. Use when thorough coverage is needed, all sources must be cited, or research will inform critical decisions. Triggers on: 'use deep-research mode', 'deep research', 'exhaustive investigation', 'thorough research', 'cite all sources', 'comprehensive analysis', 'leave no stone unturned', 'research everything'. Read-only mode - investigates and documents but doesn't modify code."

Academic 70 3mo ago

mentor

by 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. Triggers on: 'use mentor mode', 'teach me', 'help me understand', 'guide me', 'mentor', 'I want to learn', 'explain by asking', 'Socratic', 'don't give me the answer'. Read-only mode - explores and guides but doesn't write code."

Auth 70 3mo ago

design

by mcouthon

"Use when building dashboards, SaaS UIs, admin interfaces, or any interface needing polished professional design. Covers design direction, craft principles, and 9-phase implementation. Triggers on: 'use design mode', 'design system', 'design system upgrade'. Full access mode."

Animation 70 3mo ago

security-review

by mcouthon

"Security-focused code review with attack surface mapping and risk classification. Use when reviewing PRs for security, auditing code changes, or analyzing potential vulnerabilities. Triggers on: 'security review', 'use security mode', 'audit this', 'check for vulnerabilities', 'is this secure', 'attack surface', 'threat model', 'security check'. Read-only mode - identifies issues but doesn't fix them."

Auth 70 3mo ago

tech-debt

by mcouthon

"Use when finding code smells, auditing TODOs, removing dead code, cleaning up unused imports, or assessing code quality. Triggers on: 'use tech-debt mode', 'tech debt', 'code smells', 'clean up', 'remove dead code', 'delete unused', 'simplify'. Full access mode - can modify files and run tests."

Code Review 70 3mo ago