🏴‍☠️ Stop Grinding

Hard work alone won’t make you an expert if you’re practicing the wrong things.

You can spend weeks trying to learn a new language, coding framework, or instrument and make zero progress because you lack a structured plan. A Reddit user named tipseason argues that the problem isn’t your effort; it’s that you are practicing without a map, and they shared a set of deep prompts to fix it.

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Structure Over Grinding
The core idea is that ChatGPT shouldn’t just be an encyclopedia; it should be your curriculum designer. Most people use AI to ask simple questions, but the author suggests using it to build a rigorous learning infrastructure. With the right prompts, you can force the AI to break a skill down into its DNA: pillars, drills, and metrics—so you stop wasting time on random tutorials and focus on what moves the needle.

Map the Terrain Before You Walk
The first major insight is that you need a Skill Deep Map before you start. The prompt acts like a strategic advisor, asking the AI to define exactly what mastery looks like. Instead of a vague list of topics, it identifies four to six core pillars of the skill. For each pillar, it generates specific drills with time limits and metrics. This ensures you aren’t just learning; you are executing targeted actions with measurable outcomes.

Reverse Engineer the Expert Level
Another strategy is Reverse Learning: have the AI describe expert-level behavior first, then work backward to your current level. The prompt breaks mastery into concrete competencies and creates a roadmap with checkpoints. This creates a clear path where every step is a milestone toward a specific destination, preventing the common beginner trap of guessing what good looks like.

Identify Failure Patterns Early
Slow progress often comes from repeating the same invisible mistakes. In the Failure Pattern Detector prompt, you act as the student and the AI acts as an expert error analyst. You describe your current practice method, and it identifies the top failure patterns for your level, explains why they happen, and gives you micro-habits to prevent them. This turns practice into a self-correcting loop.

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Prompt of the Day: The Skill Deep Map
Here is the exact prompt the original poster shared to help you build a curriculum for anything.

Act as a learning strategist and curriculum designer.

Skill: [insert skill]
My current level: [none, beginner, intermediate]
Time per day: [minutes]
Goal in 30 days: [clear outcome]

Create a full skill map with:
One sentence definition of mastery
Four to six core pillars of the skill


For each pillar:
a. Three sub skills in learning order
b. Three drills with exact steps and time
c. One metric to track progress

Common beginner mistakes and early signs of progress
A simple 30 day plan that fits my daily time
One short list of what to ignore early and why

This is a fantastic way to accelerate your learning. If you want to see the other three prompts, including the feedback loop builder, check out the full breakdown in the source link.

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