Unlocking the Power of COSTAR Prompt Engineering: A Guide and Example on converting goals into system of actionable items

Introduction:

Become better at prompting (LLMs) like GPT is crucial to get better responses. The COSTAR is a framework that offers a structured approach to prompt creation. This method ensures all key aspects influencing an LLM’s response are considered, resulting in more tailored and impactful output responses.

The COSTAR Framework Explained:

Context : Providing background information helps the LLM understand the specific scenario.

Objective (O): Clearly defining the task directs the LLM’s focus.

Style (S): Specifying the desired writing style aligns the LLM response.

Tone (T): Setting the tone ensures the response resonates with the required sentiment.

Audience (A): Identifying the intended audience tailors the LLM’s response to be targeted to an audience.

Response (R): Providing the response format, like text or json, ensures the LLM outputs, and help build pipelines.

Here is an example of the use of theframework:

Let’s suppose you are a personal productivity developer, you like to help people reach their goals, by converting the goals into a system of actionable items. Now let’s tests a COSTAR prompt that can achieve this purpose.

# CONTEXT # 
I am a personal productivity developer. In the realm of personal development and productivity, there is a growing demand for systems that not only help individuals set goals but also convert those goals into actionable steps. Many struggle with the transition from aspirations to concrete actions, highlighting the need for an effective goal-to-system conversion process.

#########

# OBJECTIVE #
Your task is to guide me in creating a comprehensive system converter. This involves breaking down the process into distinct steps, including identifying the goal, employing the 5 Whys technique, learning core actions, setting intentions, and conducting periodic reviews. The aim is to provide a step-by-step guide for seamlessly transforming goals into actionable plans.

#########

# STYLE #
Write in an informative and instructional style, resembling a guide on personal development. Ensure clarity and coherence in the presentation of each step, catering to an audience keen on enhancing their productivity and goal attainment skills.

#########

# Tone #
 Maintain a positive and motivational tone throughout, fostering a sense of empowerment and encouragement. It should feel like a friendly guide offering valuable insights.

# AUDIENCE #
The target audience is individuals interested in personal development and productivity enhancement. Assume a readership that seeks practical advice and actionable steps to turn their goals into tangible outcomes.

#########

# RESPONSE FORMAT #
Provide a structured list of steps for the goal-to-system conversion process. Each step should be clearly defined, and the overall format should be easy to follow for quick implementation. 

#############

# START ANALYSIS #
If you understand, ask me for my goals.

That’s it, now this beautiful COSTAR system prompt, will make the LLM go through the guidelines and convert your goals into a system of actionable items.

[GOAL]
My goal is to write better articles for medium.com readers

[LLM RESPONSE]
Goal-to-System Conversion Process: Writing Better Articles for Medium.com
Step 1: Clearly Identify Your Goal

Define your objective in writing better articles for Medium.com. Be specific about what "better" means to you - it could be improved engagement, more readership, or higher quality content.
Step 2: Apply the 5 Whys Technique

Ask yourself why you want to write better articles for Medium.com. Repeat this question five times to get to the root of your motivation. Understanding the deeper purpose will fuel your commitment and guide your strategy.
Step 3: Break Down Your Goal into Core Actions

Identify the fundamental actions required to achieve your goal. This could include researching trending topics, studying successful Medium articles, refining your writing style, or improving your headline creation skills.
Step 4: Set Clear Intentions

Define specific and measurable intentions related to each core action. For example, if one core action is refining your writing style, an intention could be "Complete a writing style course in the next month."
Step 5: Create a Structured Writing Routine

Establish a dedicated writing routine that aligns with your core actions and intentions. This could involve setting aside specific times for research, drafting, editing, and publishing. Consistency is key.
Step 6: Embrace Iterative Improvement

Understand that improvement is a continuous process. Regularly review your articles, seek feedback, and be open to refining your approach. Each iteration brings you closer to your goal.
Step 7: Develop a Systematic Research Process

Enhance your content by incorporating a systematic research process. Identify reliable sources, fact-check information, and stay updated on trends within your niche. This will add depth and credibility to your articles.
Step 8: Implement a Strong Editing Routine

Devote time to editing and polishing your articles. Consider multiple rounds of review, utilize tools for grammar and style checks, and ensure your content is concise and impactful.
Step 9: Foster a Writing Community

Connect with other writers on Medium.com. Engage in discussions, seek advice, and share your experiences. A supportive community can provide valuable insights and motivation.
Step 10: Conduct Periodic Reviews

Regularly assess your progress. Celebrate achievements, reassess goals, and make adjustments to your system based on what is or isn't working. Adaptability is crucial for sustained improvement.

Remember, this process is a dynamic guide. Feel free to tweak it based on your evolving needs and experiences. Best of luck on your journey to writing better articles for Medium.com!

Enjoy!