To accelerate his comedy writing, Joel Beasley attended a professional writer's group, observed how comedians critiqued each other, and then translated those feedback patterns into a detailed AI prompt. This effectively created a personalized, on-demand writing coach, bypassing the need for group sessions.
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When prompting ChatGPT for scripts, add a final instruction: "tell me why that script should be engaging." This forces the AI to evaluate its own output against strategic goals, leading to better, more thoughtful suggestions and helping the creator understand the underlying strategy.
After deconstructing successful content into a playbook, build a master prompt. This prompt's function is to systematically interview you for the specific context, ideas, and details needed to generate new content that adheres to your proven, successful formula, effectively automating quality control.
To write comedy professionally, you can't rely on inspiration. A systematic process, like 'joke farming,' allows for the reliable creation of humor by breaking down the unconscious creative process into deliberate, replicable steps that can be performed on demand.
Software engineer Joel Beasley systematically improved his standup comedy by using AI. He first analyzed top comedians to identify the key metric for success: 4-5 laughs per minute. He then used an AI writing coach to develop material that consistently hit this target.
Don't let performance reviews sit in a folder. Upload your official review and peer feedback into a custom GPT to create a personal improvement coach. You can then reference it when working on new projects, asking it to check for your known blind spots and ensure you're actively addressing the feedback.
Instead of struggling to craft an effective prompt, users can ask the AI to generate it for them. Describe your goal and ask ChatGPT to 'write me the perfect ChatGPT prompt for this with exact wording, format, and style.' This meta-prompting technique leverages the AI's own capabilities for better results.
To avoid generic AI-generated text, use the LLM as a critic rather than a writer. By providing a detailed style guide that you co-created with the AI, its feedback on your drafts becomes highly specific and aligned with your personal goals, audience, and tone.
AI serves two distinct roles in creative writing. First, it aids "divergent thinking" by creating a safe, non-judgmental space for brainstorming. Second, it assists "convergent thinking" by acting as a research assistant, wordsmith, and editor to refine a chosen concept.
After receiving feedback that his writing was too long, a PM built a custom GPT to make messages more concise. He fed it newsletters and books on effective writing from experts, creating a personalized coach that helped him apply the feedback in his daily work, leading to better engagement from colleagues.
A marketing leader uses her personalized GPT to coach junior writers more efficiently. She inputs shorthand notes on their work, and the AI structures it into coherent feedback that explains the reasoning behind the edits. This transforms a time-consuming rewrite into a scalable coaching opportunity.
