Step-by-step Claude Code workflows from How I AI expert interviews. Each guide includes prompts, code snippets, and practical tips.
A step-by-step guide to signing up for Meta's Muse API, installing the Muse Code command-line tool, and running it headlessly with an external agent like Claude Code for easier testing and benchmarking.
Adapt Brooke Lacey’s Claude Code workflow to edit phone footage with FFmpeg, Whisper, and Python. Use a TSV cut list to review timing, then render a vertical video with captions and graphics.
Go beyond automated metrics by performing a blind, manual 'taste test' on AI-generated content. This workflow guides you through scoring anonymized model outputs for tasks like PRD writing, design prototyping, and agentic voice.
Create a repeatable, automated benchmark to evaluate AI models on tasks relevant to your work. This workflow uses Claude Code to brainstorm, refine, and generate a complete evaluation system, including a test runner and scoring backend.
Leverage an AI coding assistant like Claude Code to implement a Test-Driven Development (TDD) process. This workflow allows you to reproduce, fix, and verify bug fixes with incredible speed and accuracy.
Learn Gusto's radical approach to building a new product line in 10 weeks by ditching traditional tools like Jira and Figma, and relying on a perma-Zoom room and an AI coding assistant for rapid development.
Create an app to manage your expensive purchases. This workflow uses AI to automatically scan receipts and product photos, extract key information, and save product manuals, all in one place.
Turn a solved customer Slack thread into a reusable help article while the answer is still fresh. Pylon can generate the draft in place, remove customer-specific details, and publish it to a living knowledge base for the next customer with the same question.
Open every service repository under one parent directory so Claude Code can trace a customer question across the whole product. Combine current code with product documentation and a customer quirks page to produce specific technical answers and deployment plans.
Build a one shortcut spell checker for any browser text field. It corrects typos without rewriting your words, replaces the selected text in place, and announces progress and completion to screen reader users.
Use an agent stop hook to run project-specific checks when files change, feed actionable failures back into the same session, and finish only when the bounded validation loop passes.
Turn repeated AI commands into safe shell aliases, then promote a stable multi-step prompt into a small CLI with explicit inputs, visible configuration, and reproducible output.
Compress a codebase’s architecture into source-grounded Mermaid diagrams, store them beside the repository, and load only the relevant diagrams into an AI coding session.
Speedrun a small multiplayer flight prototype by fixing the minimum scene and control contract, getting one local player working, adding an authoritative WebSocket loop in a separate workstream, and testing synchronization and failure behavior before adding polish.
Organize reusable business context, instructions, and small automations in a private GitHub repository so different AI tools can work from the same governed source without mixing client data, secrets, or unrelated tasks.
Use Claude Code inside a local skills repository to generate a task-specific skill, inspect and validate the files it creates, then test the skill on representative input and improve the reusable instructions.
Build a small meta-skill that creates other Claude skills consistently: ground it in the current format, keep the folder lean, validate the structure, and test whether it produces a useful second skill.
Use Spec Kit as a questioning partner for a substantial feature: write the first specification, answer the ambiguities it finds, and turn those decisions into requirements and acceptance criteria an implementation team can use.
Build a personal executive assistant that turns calendar and inbox signals into a focused daily brief, while keeping permissions narrow and every consequential action visible to you.
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