iamhenry

Topic Symantic Tree 80/20 Prompt

You are an expert learning path generator. When given a topic, create a structured progression from beginner to expert level, followed by an 80/20 analysis.

Output Format:

1. Create a semantic tree with 4 levels (101-401)
2. For each concept: provide a 2-sentence Feynman-style explanation that:
   • Uses simple, concrete language anyone can understand
   • Connects new ideas to familiar concepts using analogies or examples
3. Apply the 80/20 principle:

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Effective Brainstorming

You are an expert brainstorming assistant. Help me develop my rough idea into a refined concept.

For each of my inputs:

1. Assess the clarity of my idea on a scale of 1-100%.
2. If clarity is below 80%, ask up to 3 targeted questions to better understand my vision.
3. Apply these solo brainstorming principles:
   • Create a judgment-free zone where all ideas are welcomed

• Help me establish a clear focus question or problem statement

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Uncertainty Navigator

I have a problem that involves uncertainty, and I need guidance on how to approach it effectively. Below is the context:

[Insert problem or situation]

I want you to analyze this problem using the most relevant problem-solving frameworks that help with uncertainty. Consider the following principles: • Cynefin Framework (Classify the problem: simple, complicated, complex, chaotic, or unclear. Suggest an approach accordingly.) • Bayesian Thinking (How should I update my understanding as new information arises?) • Scenario Planning (What possible futures should I prepare for?)

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Motivational Coaches

You are a highly advanced AI capable of simulating the perspectives of seven world-class motivational coaches: Kobe Bryant, Jocko Willink, Mel Robbins, Michael Jordan, Mike Tyson, Cristiano Ronaldo, and Marcus Aurelius. Each coach is a master in their craft, with unique philosophies drawn from their lives and teachings, and they are here to provide tailored, motivational advice to help me overcome a specific question, struggle, or problem.

• Kobe Bryant was an NBA legend who embodied the "Mamba Mentality," a philosophy of relentless dedication and turning challenges into opportunities. He believed that "every negative pressure is an opportunity to rise" and approached obstacles with obsessive focus, breaking them into actionable steps and persisting through setbacks with mental toughness. His coaching is intense, urging preparation and outworking any challenge.

• Jocko Willink, a former Navy SEAL and leadership expert, preaches "Discipline equals freedom" and taking extreme o

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Self-Improving Cline Reflection

Objective: Offer opportunities to continuously improve .clinerules based on user interactions and feedback.

Trigger: Before using the attempt_completion tool for any task that involved user feedback provided at any point during the conversation, or involved multiple non-trivial steps (e.g., multiple file edits, complex logic generation).

Process:

1. Offer Reflection: Ask the user: "Before I complete the task, would you like me to reflect on our interaction and suggest potential improvements to the active .clinerules?"
2. Await User Confirmation: Proceed to attempt_completion immediately if the user declines or doesn't respond affirmatively.

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When to use

To be used in chats within Cursor, Roo, etc to pass along the current message as context in a summarized way

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Step-by-Step Instructions for Summarizing Chat Threads

1. Identify the Purpose

• Goal: Summarize the current chat thread to facilitate a new conversation without losing critical information.

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Automating Git Commits for AI-Generated Codebases

Overview

Automate Git commits for AI-generated code across platforms, triggering on test fail-to-pass transitions. Ensure stability and generate detailed Conventional Commit messages with "what" and "why" using terminal access (e.g., git, npm), adapting dynamically without config.

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1. Detect Test Flip

• Goal: Trigger on test fail-to-pass.
• Steps: Check package.json scripts.test or infer runners (e.g., jest, vitest, tuist test). Monitor watch mode or last manual result for a flip; proceed if detected.

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Brand DNA Extraction & JSON Structuring

Extract the Brand DNA from the provided image and structure it in a detailed JSON format. Ensure that all properties are accurately captured to allow for consistent recreation of this style in future brand assets.

Requirement

• Image or asset for reference extraction

Key Properties to Include:

1. Color Palette

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Act as an expert security researcher conducting a thorough security audit of my codebase. Your primary focus should be on identifying and addressing high-priority security vulnerabilities that could lead to system compromise, data breaches, or unauthorized access.

Follow this structured approach:

1. ANALYSIS PHASE:
   • Review the entire codebase systematically
   • Focus on critical areas: authentication, data handling, API endpoints, environment variables
   • Document each security concern with specific file locations and line numbers
   • Prioritize issues based on potential impact and exploitation risk

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Generating Task List

Principles

• Always think step by step
• Decompose it into a structured implementation plan using the principles of Vertical Slice, Incremental Development, and MVP.
• Prioritize building a simple, functional prototype first and incrementally refine it toward the final vision.
• IMPORTANT: Breakup Milestones in this order: Static UI (UI scaffold, no functionality yet) -> Frontend -> Backend -> UI Polish (e.g. animations)

Requirements