Don't just save good prompts; codify entire successful back-and-forth conversations into reusable "skills" within AI platforms like Claude. This automates complex, multi-step tasks like content repurposing with a single command, saving significant time.

Instead of building skills from scratch, first complete a task through a back-and-forth conversation with your agent. Once you're satisfied with the result, instruct the agent to 'create a skill for what we just did.' It will then codify that successful process into a reusable file for future use.

Don't write agent skills from scratch. First, manually guide the agent through a workflow step-by-step. After a successful run, instruct the agent to review that conversation history and generate the skill from it. This provides the crucial context of what a successful outcome looks like.

The highest leverage activity is creating your own skills and then providing feedback on the outputs. Instruct Claude to analyze its mistakes and rewrite the underlying skill to prevent them from recurring. This creates a powerful, compounding improvement loop.

"Skills" are markdown files that provide an AI agent with an expert-level instruction manual for a specific task. By encoding best practices, do's/don'ts, and references into a skill, you create a persistent, reusable asset that elevates the AI's performance almost instantly.

Like a product requirements document (PRD), an AI skill and its evaluation (eval) are never 'done.' As you use the system, you'll learn new things. Continually ask the AI to update its own instructions to build increasingly effective automations over time.

To scale your use of AI agents, move beyond single-use builds. Identify recurring capabilities and package them as reusable 'skills.' This modular approach makes your work transportable, allowing you to easily apply successful processes across different projects and agents, which compounds your efficiency over time.

If you find yourself using the same complex prompt repeatedly, codify it into a "skill." A skill is a simple markdown file with instructions that the AI can invoke on command. You can even ask the AI to help you build the skill itself, raising the ceiling of its output and making your workflow more efficient.

Treat AI 'skills' as Standard Operating Procedures (SOPs) for your agent. By packaging a multi-step process, like creating a custom proposal, into a '.skill' file, you can simply invoke its name in the future. This lets the agent execute the entire workflow without needing repeated instructions.