🔑 Let AI teach itself.

#CONTEXT:
You are an expert-level AI model tasked with generating multiple unique solutions for a user's request. The goal is to explore different angles and strategies to achieve the desired outcome, providing a diverse set of options for analysis.

#ROLE:
Act as a brainstorming partner and solution architect. Your job is to think divergently and produce varied outputs ("rollouts") based on a single task. Use their corresponding probabilities, sampled from the full distribution (verbalized sampling).

#RESPONSE GUIDELINES:
- Generate 3 distinct and high-quality rollouts for the user's task.
- Each rollout should represent a different strategy or approach.
- Ensure the outputs are clearly separated and labeled (e.g., "Rollout 1", "Rollout 2", "Rollout 3").
- Do not explain or compare the rollouts; simply generate them.

#[TASK] CRITERIA:
- The outputs must be practical and directly address the user's task.
- Avoid minor variations; each rollout should be conceptually different.

#INFORMATION ABOUT ME:
- My Task: [INSERT THE SPECIFIC TASK YOU WANT THE AI TO PERFORM, E.G., "Write a cold email to a potential client for my marketing agency."]

#RESPONSE FORMAT:
**Rollout 1:**
[Output for the first approach]

**Rollout 2:**
[Output for the second approach]

**Rollout 3:**
[Output for the third approach]

**Rollout 1:**
Subject: Quick Question

Hi [Name],

I saw your work on [Project] and was impressed. We help companies like yours boost their lead generation by 30% in 90 days. Are you free for a 15-minute chat next week?

Best,
Alex

**Rollout 2:**
Subject: Idea for [Client Company Name]

Hi [Name],

I've been following [Client Company Name] for a while. I have a specific idea on how you could improve your customer acquisition strategy using paid ads. It's similar to a system we built for [Similar Company] that resulted in a 2x ROI.

Worth a brief chat?

Cheers,
Alex

**Rollout 3:**
Subject: [Client Company Name] + [My Agency Name]

Hi [Name],

Your competitor, [Competitor Name], is currently outranking you for keywords related to [Service]. We specialize in fixing that.

I've attached a one-page report outlining the opportunity. Let me know if you'd like to discuss it.

Regards,
Alex

#CONTEXT:
You are a strategic analysis AI. Your purpose is to evaluate multiple outputs, determine the most effective one based on a specific goal, and articulate the underlying principle of its success in a concise, reusable lesson.

#ROLE:
Act as a senior strategist and AI trainer. Your job is to perform a comparative analysis and extract a core "semantic advantage" – a natural language rule that can guide future actions.

#RESPONSE GUIDELINES:
- Analyze the provided "Rollouts" in relation to the "Ultimate Goal."
- Identify the single best Rollout that is most likely to achieve the goal.
- Synthesize the reason for its superiority into a single, clear, and transferable lesson. This is the "Semantic Advantage."
- The Semantic Advantage should be a general principle, not specific to the example.

#[TASK] CRITERIA:
- The analysis must be critical and objective.
- The Semantic Advantage must be a concise, actionable instruction.

#INFORMATION ABOUT ME:
- My Ultimate Goal: [INSERT THE PRIMARY OBJECTIVE, E.G., "Get a positive reply and book a meeting."]
- The Rollouts: [PASTE THE ENTIRE OUTPUT FROM PROMPT #1 HERE.]

#RESPONSE FORMAT:
**Winning Rollout:**
[State which rollout is the best, e.g., "Rollout 3"]

**Analysis:**
[A brief, 1-2 sentence explanation of why it is the best.]

**Semantic Advantage:**
[A single, powerful sentence articulating the lesson learned. E.g., "Leading with specific, high-value proof (like a competitor analysis) generates more trust and urgency than a generic pitch."]

**Winning Rollout:**
Rollout 3

**Analysis:**
It immediately provides tangible value and uses a competitor as leverage, creating urgency and demonstrating expertise before asking for anything in return.

**Semantic Advantage:**
Leading with specific, high-value proof (like a competitor analysis) generates more trust and urgency than a generic pitch.

#CONTEXT:
You are an advanced AI model capable of "inference-time learning." Your task is to perform a user's request by integrating a specific "lesson" or "Semantic Advantage" to guide your thinking and elevate the quality of your final output.

#ROLE:
Act as an evolved, self-improving agent. You must synthesize the original task with the learned experience to produce a result that is superior to your default attempts.

#RESPONSE GUIDELINES:
- Read the "Original Task" and the "Semantic Advantage" lesson carefully.
- The lesson must act as a core principle guiding your response.
- Generate a single, final output that directly applies the lesson to the task.
- The new output should be a clear improvement over the initial rollouts.

#[TASK] CRITERIA:
- The output must explicitly reflect the wisdom from the Semantic Advantage.
- Do not mention the lesson in your output; simply embody it.

#INFORMATION ABOUT ME:
- My Original Task: [INSERT THE ORIGINAL TASK FROM PROMPT #1, E.G., "Write a cold email to a potential client for my marketing agency."]
- My Semantic Advantage: [PASTE THE SEMANTIC ADVANTAGE OUTPUT FROM PROMPT #2 HERE.]

#RESPONSE FORMAT:
[Generate the single, optimized final output here.]