jawwad-ali

Rewrite a project's README.md so it doubles as an interview walkthrough guide the author can read and confidently explain the project from. Use when the user asks to "make the README interview-ready", "rewrite the README as an interview guide", "help me…

Production-grade Spring Boot for Java services that own money and state. This skill MUST be loaded when ANY .java file, pom.xml, build.gradle, build.gradle.kts, application.yml, application.yaml, application.properties, or Flyway migration (V*__*.sql,…

Set up PostgreSQL with Neon database and Prisma ORM. Use when initializing a database, connecting to Neon, configuring Prisma, running migrations, or troubleshooting database connections.

Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API integration, database…

Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues, or need help understanding validation results. Also use when asking about validation profiles, error…

Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning common configuration patterns by node type.

Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool selection guidance, parameter formats, and common patterns.

Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting expression errors, or working with webhook data in workflows.

Draft a WhatsApp reply with human approval. Creates a Plan.md file with proposed reply for user to approve before sending.

Draft a LinkedIn post for business/sales generation with human approval

Draft a payment reminder for overdue invoices with human approval. Creates a Plan file in Plans/ with proposed message for user to approve before sending via WhatsApp.

Claude reasoning loop that analyzes tasks and creates structured Plan.md files. Use when planning complex tasks, breaking down goals, or when explicit reasoning documentation is needed.

Process incoming emails in the Obsidian vault Inbox folder. Use when new emails arrive, when asked to check inbox, or when processing pending items.

Generate production-ready FastAPI CRUD endpoints with SQLModel. Creates complete Create, Read, Update, Delete operations following project patterns.

Scaffold FastMCP tool implementations with database integration, error handling, and test session support. Generates production-ready MCP tools.

Generate comprehensive pytest integration tests for MCP tools and FastAPI endpoints. Includes fixtures, edge cases, and validation tests.

Manage Todo operations (Create, Read, Update, Delete) using SQLModel and Postgres. Use when the user wants to organize tasks.

Use this skill when performing any Docker-related tasks including building images, running containers, managing containers, viewing logs, and working with Docker Compose

This skill should be used when the user asks to "create study notes", "generate study notes", "make study notes", "transform to study notes", "convert to study notes", "study note format", or wants to "break down a topic for studying". It transforms any study…