Essential command-line tools and system utilities.
Pre-merge CI validation - run all CI checks locally before committing. Use when user says "land the plane", "let's wrap up", "final checks", "ready to merge?", "run CI locally", or wants to verify code passes all automated checks before creating a PR or merging. Does NOT commit changes - only validates.
Executes BDD-compliant GIVEN-WHEN-THEN tests with vanilla JUnit5, validates test naming compliance, analyzes coverage, and ensures tests follow project testing standards. Use when running tests, validating test patterns, checking coverage, or when user mentions "run tests", "BDD", "GIVEN-WHEN-THEN", "test coverage", or "validate tests".
Enforces Conventional Commits format, validates message quality (72 char subject, 80 char body), and BLOCKS Claude Code pollution (co-author/generated-by markers). Use when committing, creating commits, git commit, or when user mentions "commit", "git commit", "commit message", "commit changes", "push changes".
Validates compilation of generated Fakt fake code ensuring zero errors, proper type safety, smart defaults working correctly, and configuration DSL properly typed. Use when validating compilation, checking generated code, verifying type safety, debugging compilation issues, or when user mentions "validate compilation", "check compilation", "generated code errors", "compile fakes", "compilation fails", interface names with "validate", or "type safety".
Validates Fakt implementation follows compiler plugin best practices including two-phase FIR→IR compilation, context-driven generation, CompilerPluginRegistrar structure, and IrGenerationExtension patterns. Use when validating architectural patterns, verifying compiler plugin structure, checking code quality, or when user mentions "architecture", "validate patterns", "compiler plugin", "check structure", or specific component names.
Code quality standards for TypeScript and React including naming conventions, file organization, error handling, and best practices. Use when reviewing code, establishing patterns, or when the user mentions code quality, standards, conventions, formatting, or linting.
AST-based structural code search, security scanning, and refactoring using ast-grep (sg CLI). Supports 40+ languages with pattern matching and code transformation.
Auth0 security specialist covering attack protection, multi-factor authentication, token security, sender constraining, and compliance. Use when implementing Auth0 security features, configuring attack defenses, setting up MFA, or meeting regulatory requirements.
Testing patterns with Playwright for E2E tests and Vitest for unit tests. Use when writing tests, testing components, E2E testing, integration tests, mocking, or when the user mentions testing, Playwright, Vitest, test, or coverage.
BAIME-aligned refactoring protocol for Go hotspots (CLIs, services, MCP tooling) with automated metrics (e.g., metrics-cli, metrics-mcp) and documentation.
Implements new TCL builtin commands or subcommands in feather. Use when adding new TCL commands like lrepeat, or new subcommands to existing commands like namespace.
Defines or updates usage help for built-in commands. Use when adding help documentation to commands that don't have it, or fixing inaccurate help text.
Guide for developing AIDB dev-cli commands and services. Covers Click framework patterns, service architecture, command development, decorators, error handling, CommandExecutor, CliOutput, BaseService, BaseManager patterns. Use when working with src/aidb_cli/, adding CLI commands, creating services, or integrating with Docker/test/adapter systems.
Search through specific provided logs to find specific information.
Use when debugging bugs, test failures, unexpected behavior, or needing to find root cause before fixing
Navigate and modify surf-cli codebase - Chrome extension + native host for AI browser automation. Use for surf-cli code work, architecture questions, implementing browser control/CDP/accessibility/network features.
Use when creating skills, writing SKILL.md files, editing skill definitions, or adding new reusable techniques to ai-coding-config
Queries Kotlin compiler source code for API validation, compatibility checks, Metro pattern alignment, breaking change detection, and best practice recommendations. Use when validating Kotlin APIs, checking compiler compatibility, analyzing API usage patterns, detecting breaking changes, or when user mentions "Kotlin API", "compiler API", "IrGenerationExtension", "IrPluginContext", "API validation", "Metro API usage", or specific Kotlin compiler class/interface names.
Python 3.13+ development specialist covering FastAPI, Django, async patterns, data science, testing with pytest, and modern Python features. Use when developing Python APIs, web applications, data pipelines, or writing tests.
