Advanced Claude coding for workflows

Specify test, build, and deployment commands in CLAUDE.md for workflow automation.

Test the CLAUDE.md file by prompting Claude Code to generate a new feature and verifying its adherence to the specified rules.

Build and share a project-level slash command for generating database migration scripts via version control.

Explain the hook lifecycle (e.g., PreToolUse, PostToolUse) and configure hooks in .claude/settings.json.

Create a PreToolUse hook to prevent modifications to protected files (e.g., poetry.lock or schema definitions).

Create a PostToolUse hook that automatically formats or lints code after file edits, using your project's tooling.

Use the /compact command and context management strategies to handle long-running, complex refactoring tasks.

Perform a cross-file dependency analysis to plan a sync-to-async conversion in a FastAPI module.

Guide Claude Code through an iterative refactor of a synchronous API route and its service functions to async equivalents.

Direct Claude Code to update corresponding unit tests to validate the migrated asynchronous API route.

Architect an extensible MCP server with FastAPI designed to host multiple stateful and stateless tools.

Use the custom PostgreSQL MCP server to perform natural language queries from within Claude Code.

Apply MCP integration to query and explore a RAG pipeline's vector data store directly from Claude Code.

Use Claude Code to generate comprehensive unit and integration tests for existing FastAPI endpoints.

Define a structured prompt that instructs Claude Code to write implementation code based on a provided failing test (TDD).

Use Claude Code to debug runtime errors by providing it with logs, tracebacks, and reproduction steps.

Create a script using headless Claude Code that automates a single TDD cycle for a given function signature and test case.

Run Claude Code in non-interactive (headless) mode, passing prompts via stdin and parsing structured JSON responses.

Build a shell script that uses headless Claude Code to automate a multi-step workflow, controlling tool access with flags.

Set up Claude Code in a GitHub Actions workflow using headless mode for automated pipeline tasks.

Map advanced Claude Code capabilities (slash commands, hooks, MCP servers) to each stage of a full-stack feature development process.

Design a complex workflow where a custom slash command triggers a process involving a hook and a custom MCP server.

Implement and debug the integrated workflow, ensuring the slash command, hook, and MCP server communicate correctly.

Define a comprehensive CLAUDE.md file for a reusable FastAPI + React project template.

Implement core hooks for the template to automate tasks like code formatting, linting, and pre-commit checks.

Use Claude Code to generate a database schema, Alembic migration scripts, and seed data from a set of requirements.

Package the template components (CLAUDE.md, commands, hooks, boilerplate code) into a version-controlled repository for bootstrapping new projects.