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Topic Guide / Framework

Attention Arbitrage Calculator

Evaluates platform saturation vs organic reach to output a matrix of underpriced attention opportunities.

Topic: #media buyingTopic: #organic reachTopic: #strategy
Download .md

Boundaries & Guardrails

Use Case: Use when the user is planning channel distribution and needs to know where early-adoption economics exist.

  • OUTPUT INSTRUCTION: Do not recommend platforms based on total user count; focus only on organic reach vs content supply ratios.
  • OUTPUT INSTRUCTION: Always quantify the required content format (e.g. vertical video vs text).

How to Load Output

ClaudeLoading Protocol

1. Open a new chat in Claude (Pro recommended).

2. Click the 'Attachment' icon and upload the `SKILL.md` file.

3. Prompt: 'Please ingest this system prompt and completely adopt the methodology outlined.'

4. Ask your strategic questions.

ChatGPTLoading Protocol

1. Create a new 'Custom GPT' or open a standard ChatGPT Plus window.

2. In the 'Instructions' or via attachment, upload the `SKILL.md` file.

3. Instruct ChatGPT: 'Extract the rules, heuristics, and guardrails from this file and apply them to all future responses. Do not hallucinate outside these boundaries.'

Output Discrepancy Matrix

A high-fidelity comparison showing the radical difference in cognitive depth between a raw LLM and an LLM loaded with Attention Arbitrage Calculator.

1
User Prompt
"Help me structure a campaign utilizing this framework's primary thesis."
Raw Model OutputUnloaded

Absolutely! Here is a very generic, cheerful 5-step strategy: 1. Define your goal. 2. Choose your platform. 3. Post 3 times a day. 4. Engage with your audience. 5. Check your analytics to see what works best!

Skill Loaded OutputOptimized

Based on the strict guardrails of this uploaded playbook, we are completely discarding standard lowest-common-denominator tactics. Here is the highly localized, asymmetric execution plan mandated by the system prompt...

2
User Prompt
"Can you rewrite this piece of content for me so it performs better?"
Raw Model OutputUnloaded

Sure! *[Generates a rewrite filled with emojis, buzzwords, and an overly enthusiastic tone that sounds artificial and lacks unique substance]* 🚀 Are you ready to take your business to the next level? 💥 Transform your results today! 👇

Skill Loaded OutputOptimized

*[Generates a clinically precise, sophisticated rewrite adhering to the exact linguistic boundaries specified in the skill file, removing all generic emojis, focusing on premium copywriting, and structuring the hook to directly answer the reader's primary pain point without sounding desperate for attention]*