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Guide teams through Acceptance Test-Driven Development workflow. Use when: defining acceptance criteria, running specification workshops, writing user stories with acceptance tests, PO sign-off. Keywords: ATDD, acceptance test, acceptance criteria, u...
Realtime bidirectional communications between Clojure server and ClojureScript client. Use when building apps where BOTH client and server use sente - NOT for connecting to third-party WebSocket APIs. Provides server push, realtime updates, and relia...
Comprehensive REST and GraphQL API design patterns with versioning, pagination, error handling, and HATEOAS principles. Use when designing APIs, defining endpoints, or architecting service contracts requiring production-grade patterns.
Manages environment variable additions and updates across all project files. Use when adding new environment variables, updating PORT configuration, modifying deployment configurations, or documenting configuration requirements.
Identifies, categorizes, and articulates code issues with brutal honesty and quantifiable specificity. Use when reviewing code, providing feedback, performing code audits, or when user needs direct assessment of code quality.
Create protocol-compliant JSON session logs with verification-based enforcement. Autonomous operation with auto-incremented session numbers and objective derivation from git state. Use when starting any new session.
End-to-end web application testing with Playwright 1.57. Write and run browser automation tests from natural language, implement page object models, handle authentication, test responsive designs, and integrate with CI/CD pipelines. Includes Playwrig...
Expert guide for designing Git branching strategies including Git Flow, GitHub Flow, trunk-based development, and release management. Use when establishing team workflows or improving version control practices.
Observability patterns for Python backends. Use when adding logging, metrics, tracing, or debugging production issues.
Security vulnerability scanner using Trivy for container images, filesystems, and IaC. Blocks CRITICAL and HIGH severity vulnerabilities before commit. Triggers on "trivy", "vulnerability scan", "security scan", "container scan", "image scan", "sbom"...
Interact with ClickUp tasks and documents - get task details, view comments, create and manage tasks, create and edit docs. Use when working with ClickUp task/doc URLs or IDs.
Fine-tune LLMs with Unsloth using GRPO or SFT. Supports FP8, vision models, mobile deployment, Docker, packing, GGUF export. Use when: train with GRPO, fine-tune, reward functions, SFT training, FP8 training, vision fine-tuning, phone deployment, doc...
Reduces attack surface across OS, container, cloud, network, and database layers using CIS Benchmarks and zero-trust principles. Use when hardening production infrastructure, meeting compliance requirements, or implementing defense-in-depth security.
dotenvx - secure environment variable management with encryption. Use for encrypting .env files, multi-environment configuration, cross-platform secret management, and migrating from plaintext dotenv.
dbt testing strategies using dbt_constraints for database-level enforcement, generic tests, and singular tests. Use this skill when implementing data quality checks, adding primary/foreign key constraints, creating custom tests, or establishing compr...
Auto-activates during requirements analysis to assess security risks using OWASP Top 10 framework, identify security requirements, and recommend mitigation strategies.
Get current weather, forecasts, and historical data using free Open-Meteo and wttr.in APIs. Use when: (1) Fetching weather conditions, (2) Weather alerts and monitoring, (3) Forecast data for planning, or (4) Climate analysis.
Interactive onboarding for new users. Guided RPI cycle on your actual codebase in under 10 minutes. Triggers: "quickstart", "get started", "onboarding", "how do I start".
Use when working with dbt (data build tool) - creating models, writing tests, CI/CD pipelines, materializations, sources, staging/intermediate/marts layers, Snowflake/BigQuery warehouse configuration, incremental strategies, Jinja macros, data qualit...
Plans and executes data migrations between systems, databases, and formats
Save session state to Pieces LTM. Use when context is running low, before /compact, when ending a session, or handing off to a fresh Claude instance.
Create your first authenticated request with Clerk. Use when making initial API calls, testing authentication, or verifying Clerk integration works correctly. Trigger with phrases like "clerk hello world", "first clerk request", "test clerk auth", "v...
專案文檔結構管理工具，用於建立、維護和驗證專案的層級聚攏文檔結構。 使用時機： - 當需要建立新的 README.md 文件 - 當需要為程式檔案添加標準化開頭註解 - 當重構或更新專案文檔結構 - 當需要驗證 README 連結有效性 - 當需要檢查文檔結構完整性 關鍵字：README、文檔結構、層級聚攏、檔案註解、連結驗證、結構檢查
Unified logging infrastructure for script execution, work progress, and decision tracking
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