search-first

genab6

Research-before-coding workflow. Search for existing tools, libraries, and patterns before writing custom code. Invokes the researcher agent.

Swift Concurrency 6.2 (Approachable Concurrency)

genab6

Swift 6.2 Approachable Concurrency — single-threaded by default, @concurrent for explicit background offloading, isolated conformances for main actor types.

foundation-models-on-device

genab6

Apple FoundationModels framework for on-device LLM — text generation, guided generation with @Generable, tool calling, and snapshot streaming in iOS 26+.

Swift Protocol DI Testing

genab6

Protocol-based dependency injection for testable Swift code — mock file system, network, and external APIs using focused protocols and Swift Testing.

ClickHouse IO

genab6

Best practices for ClickHouse database patterns, query optimization, analytics, and data engineering for high-performance analytical workloads.

database-migrations

genab6

Database migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across PostgreSQL, MySQL, and common ORMs (Prisma, Drizzle, Django, TypeORM, golang-migrate).

api-design

genab6

REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production APIs.

cost-aware-llm-pipeline

genab6

Cost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.

security-scan

genab6

Scan your Claude Code configuration (.claude/ directory) with AgentShield to detect security vulnerabilities, misconfigurations, and injection risks. Inspect CLAUDE.md, settings.json, MCP servers, hooks, and agent definitions.

verification-loop

genab6

A comprehensive verification system for Claude Code sessions.

swiftui-patterns

genab6

SwiftUI architecture patterns, state management with @Observable, view composition, navigation, performance optimization, and modern iOS/macOS UI best practices.

Spring Boot TDD

genab6

Test-driven development for Spring Boot using JUnit 5, Mockito, MockMvc, Testcontainers, and JaCoCo. Suitable when adding features, fixing bugs, or refactoring.

Eval Harness

genab6

Formal evaluation framework for Claude Code sessions implementing Eval-Driven Development (EDD) principles

configure-ecc

genab6

Interactive installer for Everything Claude Code — guides selection and installation of skills and rules into user-level or project-level directories, validates paths, and optimizes installed files when necessary.

JPA Patterns

genab6

Patterns for JPA/Hibernate entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and connection pooling in Spring Boot.

regex-vs-llm-structured-text

genab6

Decision framework for choosing between regex and LLM when parsing structured text — start with regex, add LLM only for low-confidence edge cases.

Django TDD

genab6

Django testing strategies with pytest-django, TDD methodology, factory_boy, mocking, coverage, and testing Django REST Framework APIs.

Go testing

genab6

Go testing patterns including table-driven tests, subtests, benchmarks, fuzzing, and test coverage. Follows TDD methodology with idiomatic Go practices.

postgres-patterns

genab6

PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices.

Backend Patterns

genab6

Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.

Investor Outreach

genab6

Draft cold emails, warm intro blurbs, follow-ups, update emails, and investor communications for fundraising. Use when the user wants outreach to angels, VCs, strategic investors, or accelerators and needs concise, personalized, investor-facing messaging.

continuous-learning

genab6

Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

article-writing

genab6

Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or brand guidance. Use when the user wants polished written content longer than a paragraph, especially when voice consistency, structure, and credibility matter.

frontend-patterns

genab6

Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.

Security Review

genab6

Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides a comprehensive security checklist and patterns.

Java Coding Standards

genab6

Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, project layout.

frontend-slides

genab6

Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to the web, or create slides for a talk or pitch. Helps non-designers discover their aesthetic through visual exploration rather than abstract choices.

content-hash-cache-pattern

genab6

Cache expensive file processing results using SHA-256 content hashes — path-independent, auto-invalidating, with service layer separation.

Golang Patterns

genab6

Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications.

C++ testing

genab6

Use only when writing/updating/fixing C++ tests, configuring GoogleTest/CTest, diagnosing failing or flaky tests, or when adding coverage or sanitizers.

tdd-workflow

genab6

Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.

docker-patterns

genab6

Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration.

visa-doc-translate

genab6

Translate visa application documents (images) to English and create a bilingual PDF with original and translation

nutrient-document-processing

genab6

Use the Nutrient DWS API to process, transform, OCR, extract, edit, sign, and fill documents. Supports PDF, DOCX, XLSX, PPTX, HTML, and image files.

content-engine

genab6

Create platform-native content systems for X, LinkedIn, TikTok, YouTube, newsletters, and repurposed multi-platform campaigns. Use when the user wants social posts, threads, scripts, content calendars, or one source asset adapted cleanly across platforms.

deployment-patterns

genab6

Deployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for web applications.

C++ coding standards

genab6

C++ coding standards based on the C++ Core Guidelines (isocpp.github.io). Use when writing, reviewing, or refactoring C++ code to enforce modern, safe, and idiomatic practices.

django-patterns

genab6

Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.

swift-actor-persistence

genab6

Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.

Continuous Learning v2

genab6

An instinct-based learning system that observes conversations via hooks, creates atomic instincts with confidence scores, and evolves them into skills, commands, or agents.

Strategic Compact

genab6

It is recommended to perform manual context compaction at logical boundaries to preserve context during task phases, rather than relying on arbitrary automatic compaction.

market-research

genab6

Conduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing, competitor comparisons, fund research, technology scans, or research that informs business decisions.

Spring Boot Security

genab6

Spring Security best practices for authentication/authorization, input validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot services.

Investor materials

genab6

Create and update pitch decks, one-pagers, investor memos, accelerator applications, financial models, and fundraising materials. Use when the user needs investor-facing documents, projections, use-of-funds tables, milestone plans, or materials that must stay internally consistent across multiple fundraising assets.

iterative-retrieval

genab6

A pattern that incrementally refines context retrieval to resolve sub-agent context issues.

Django Security

genab6

Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.

python-testing

genab6

A Python testing strategy using pytest, TDD techniques, fixtures, mocks, parametrization, and coverage requirements.

e2e-testing

genab6

Playwright end-to-end (E2E) testing patterns, Page Object Model (POM), configuration, CI/CD integration, artifact management, and flaky-test strategies.