google-agents-cli-eval
Evaluate ADK agents with metrics, evalsets, and the iterative eval-fix loop.
dart-fix-runtime-errors
Uses get_runtime_errors and lsp to fetch an active stack trace, locate the failing line, apply a fix, and verify resolution via hot_reload.
Full skill instructions
Enforce Dart's sound type system to prevent runtime invalid states.
covariant keyword.List<T>, Map<K, V>). Never assign a List<dynamic> to a typed list (e.g., List<Cat>).dynamic. Use explicit casts (e.g., as List<Cat>) when necessary, but ensure the underlying runtime type matches to prevent TypeError exceptions.strict-casts: true in analysis_options.yaml under analyzer: language: to force explicit casting and catch implicit downcast errors at compile time.Eliminate static errors related to null safety by correctly managing variable initialization and nullability.
? for nullable types, ! for null assertions, and required for named parameters that cannot be null.late keyword for non-nullable variables guaranteed to be initialized before use. Apply this specifically to top-level or instance variables where Dart's control flow analysis cannot definitively prove initialization._ wildcard variable (Dart 3.7+) for non-binding local variables or parameters to avoid unused variable warnings.Distinguish between recoverable exceptions and unrecoverable errors.
Exception subtypes for recoverable failures.Error or its subtypes (e.g., TypeError, ArgumentError). Errors indicate programming bugs that must be fixed, not caught. Enforce this by enabling the avoid_catching_errors linter rule.rethrow inside a catch block to propagate an exception while preserving its original stack trace.Use this sequential workflow to identify, fix, and verify static analysis errors in a Dart project. Copy the checklist to track your progress.
Task Progress:
1. Run static analyzer Execute the Dart analyzer to identify all static errors in the target directory or file.
dart analyze . --fatal-infos
2. Apply automated fixes
Use the dart fix tool to automatically resolve standard linting and analysis issues.
# Preview changes
dart fix --dry-run
# Apply changes
dart fix --apply
3. Resolve remaining errors manually Review the remaining analyzer output and apply conditional logic based on the error type:
?.) or provide a fallback (??).late.<int>[] instead of []).covariant keyword to the parameter if tightening the type is intentionally required by the domain logic.4. Verify fixes (Feedback Loop) Run the validator. Review errors. Fix.
dart analyze .
dart test
dart analyze reports errors: Return to Step 3.dart test fails with a TypeError: You have introduced an invalid explicit cast (as T) or accessed an uninitialized late variable. Locate the runtime failure and correct the type hierarchy or initialization order.Input (Fails Static Analysis):
void printInts(List<int> a) => print(a);
void main() {
final list = []; // Inferred as List<dynamic>
list.add(1);
list.add(2);
printInts(list); // Error: List<dynamic> can't be assigned to List<int>
}
Output (Passes Static Analysis):
void printInts(List<int> a) => print(a);
void main() {
final list = <int>[]; // Explicitly typed
list.add(1);
list.add(2);
printInts(list);
}
Input (Fails Static Analysis):
class Animal {
void chase(Animal a) {}
}
class Cat extends Animal {
@override
void chase(Mouse a) {} // Error: Tightening parameter type
}
Output (Passes Static Analysis):
class Animal {
void chase(Animal a) {}
}
class Cat extends Animal {
@override
void chase(covariant Mouse a) {} // Explicitly marked covariant
}
lateInput (Fails Static Analysis):
class Thermometer {
String temperature; // Error: Non-nullable instance field must be initialized
void read() {
temperature = '20C';
}
}
Output (Passes Static Analysis):
class Thermometer {
late String temperature; // Defers initialization check to runtime
void read() {
temperature = '20C';
}
}
Evaluate ADK agents with metrics, evalsets, and the iterative eval-fix loop.
Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Ultra-compressed code review comments: location, problem, fix on one line each.
Structured debugging methodology that mandates root cause investigation before attempting any fixes.
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
Comprehensive guide for Firebase Crashlytics, including provisioning and SDK usage. Use this skill when the user needs help setting up Crashlytics, adding crash reporting, or using the Crashlytics SDK in their application.
Comprehensive reference guide for writing, debugging, and maintaining Playwright tests across all testing types and scenarios.
Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps. Collect Vercel metrics, usage, project config, and code scan results first; investigate only metric-backed candidates; produce ranked recommendations grounded in verified files and version-aware Vercel/framework docs. Trigger for Vercel bill reduction, slow or expensive routes, caching opportunities, Function Invocations, Build Minutes, Fast Data Transfer, Core Web Vitals, Bot Management, Fluid compute, or cost breakdown requests.
Comprehensive competitor analysis from URLs, combining site scraping with SEO and market data into structured profiles.
Read, create, search, and manage Obsidian vault notes via CLI with built-in plugin development and debugging tools.
Comprehensive website auditing across 230+ rules in 21 categories including SEO, performance, security, and accessibility.
Opus.ai: Revolutionize Your Web Experience
Build a no-code AI app in minutes.
An IDE for code migration from legacy to modern frameworks through coding agents.
Automate CGI animation in live-action scenes
Branded artistic QR-code concepts
Launch a website in seconds with AI.
Streamline Your Coding Experience with AI Code Helper
Convert any screenshot or design to clean code.