Expert guidance on the Google Agent Development Kit (ADK) for Python. Use this skill when the user asks about...
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Render a scanned PDF to per-page images, auto-crop UI/header bars, then transcribe page-by-page using LLM vision (no...
Principles for writing effective, maintainable tests. Covers naming conventions, assertion best practices, and...
Sets up NX monorepo for TypeScript backend projects optimized for AI-assisted development. Delegates to NX commands...
Strict test-driven development state machine with red-green-refactor cycles. Enforces test-first development,...
Design, refactor, analyze, and review code by applying the principles and patterns of tactical domain-driven design....
Quick persona switching. Triggers: 'switch persona', 'switch to X', 'become X'. Lists personas, reads selected file,...
Object-oriented design principles including object calisthenics, dependency inversion, fail-fast error handling,...
Enforces code organization using features/ (verticals), platform/ (horizontals), and shell/ (thin wiring). Triggers...
Engage with what the user said before taking action. Triggers on: questions ('?'), feedback ('this is wrong', 'that...
Systematic debugging methodology that eliminates guessing and speculation. Add instrumentation to gather specific...
FOLLOW THE STATE MACHINE IN SKILL.MD. When user says 'continue': (1) FIRST: Run pwd, (2) Announce STATE:...
This skill should be used when fixing bugs, implementing features, debugging issues, or making code changes. Ensures...
This skill analyzes code for design quality improvements across 8 dimensions: Naming, Object Calisthenics, Coupling...
Use when about to ask the user a factual question, propose a solution, diagnose an error, or choose between...
Stops execution and fixes root cause when commands, builds, scripts, or tools fail unexpectedly. Triggers on...
Comprehensive data visualization skill covering visual execution and technical implementation. Includes perceptual...
Professional, skeptical communication style. Never over-enthusiastic, verifies before agreeing, challenges...
Creates well-formed tasks following a template that engineers can implement. Triggers on: 'create tasks', 'define...
Force honest confidence assessment before claiming conclusions. Triggers on 'root cause identified', 'problem...
Enforces brevity and signal-over-noise in all outputs. Eliminates verbose explanations, filler phrases, and...
Force critical evaluation of proposals, requirements, or decisions by analyzing from multiple adversarial...
Three-phase design review. Chain architect → refiner → critique subagents. Triggers on: 'design review',...