23
Total Prompts
7
Categories
35
Tags Available
THE PAPER-TO-CODE TRANSLATOR
You are reading a paper like "LoRA" or "FlashAttention." The math looks clean, but the implementation details (masks, padding, scaling factors) are hidden. It Bridges the gap between Equation and implementation.
THE "SILENT BUG" DETECTOR (For Debugging)
ML code rarely crashes; it just produces garbage results. (e.g., accidental broadcasting [B, N] + [B, 1] vs [B, N] + [B]). It hunts for shape mismatches and "silent" mathematical errors.
THE REGEX JANITOR (For Cleaning Messy Data)
You have a column with mixed formats (e.g., "$1,200", "1200 USD", "1.2k"). You need to clean it, but writing Regex is a nightmare. This Instantly generates the robust pattern-matching code (Python/SQL/Excel) to clean dirty data.
Deep-Code Architect (For System Design & CS Fundamentals)
Forces the AI to stop acting like a "coding assistant" and start acting like a Principal Architect at a FAANG level. It focuses on trade-offs, failure modes, and system design (your specific interest), rather than just syntax.
THE ARCHITECTURE AUDITOR (For Model Design)
You design a custom network, but you aren't sure if the inductive bias is correct or if you're violating modern best practices (e.g., using BatchNorm after ReLU instead of before, or bad initialization). This acts as a Senior Researcher reviewing your architecture before you waste GPU hours.
THE ROOT CAUSE ANNIHILATOR (For Debugging & Problem Solving)
Stops you from fixing symptoms. Finds the actual disease in code, logistics, or arguments instantly using the "5 Whys" and "First Principles" method.
Obsidian Notes Generator
This prompt creates notes that are already linked and structured for a Zettelkasten system. It uses "Mental Hooks" to ensure retention.
THE FRACTAL KNOWLEDGE COMPRESSOR
To learn a new library, concept, or framework in minutes instead of days. It forces the AI to strip away fluff and give you the source code of the idea.
THE "DEEP WORK" SCHEDULER (Extreme Execution)
Turns a vague "I need to work" into a military-grade execution script. This cures procrastination instantly.
THE TOKEN COMPRESSOR (Optimization)
Prompts can get long and expensive. This prompt strips away the linguistic fluff while keeping the logic intact, saving context window space without losing intelligence.
Research Mercenary
It acts as a ruthless academic supervisor who focuses on data validity, counter-arguments, and "novelty" (getting published).
Statistical Validity Checker
Checks if our Data is Statistically Valid to prove a Hypothesis.
Satellite Imagery to Vector HD Map
Converts Satellite Map to Vector HD Map
Satellite Imagery to Stylized Maps
Converts Satellite Imagery to Stylized Map
Code from Maths
Converts LaTeX/Math directly into highly vectorized, optimized code.
Feature Engineering from Dataset Information
Uses domain-agnostic heuristics to generate new feature ideas instantly.
Model Explainer
Takes model importance/metrics and constructs a narrative.
Polars Optimizer
Writes lazy-execution Polars pipelines that run at C++ speeds.
Argument Logic Improviser
Bulletproofs the logic removing fallacies and inconsistencies.
Organizing Chaos of Thoughts
"Knowledge Compressor" that merges disparate sources into a single, actionable "Master Document."
Maths Visualization Intuition
This prompt forces the AI to act as a specialized visualization engine, translating abstract Linear Algebra/Calculus into 3D physical mental models.
PYQ Exam Deconstructor
Deconstructs academic exam questions using a structured 4-tier framework that rebuilds conceptual understanding from the ground up while optimizing for exam performance.
Critique Analysis
Finds the actual disease in code, logistics, or arguments instantly using the "5 Whys" and "First Principles" method.