How to Build an AI-Powered Study System That Actually Works
A practical framework for using AI as part of a study workflow without letting it replace actual learning.
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AI that makes you better at what you do.
Practical AI tools, workflows, and ideas for studying smarter, working faster, and getting more done.
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Productivity
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Practical approaches to learning with AI without outsourcing the learning itself.
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Origin
Built by a curious creator.
Mayank Negi is the founder of NEGI SOLTECH and the creator of ReadVeylo, an independent publication exploring practical uses of AI, productivity, and technology.
Applied Intelligence • Production Blueprints
Curated AI Skills & Workflows
Deterministic prompt architectures, autonomous agent loops, and client-side browser utilities for technical builders, researchers, and creators.
Agentic Reasoning
94% Speed Gain
ArXiv & Web
→
Triangulation
→
Matrix Gen
Autonomous Research Agent
Crawls deep academic and web sources, cross-checks factual assertions across 5+ citations, and outputs an audit-ready synthesis matrix without hallucinations.
Prompt Engineering
Zero Hallucination
Vague Intent
→
XML Fences
→
System Meta
Deterministic Prompt Architect
Transforms ambiguous user intentions into zero-shot, deterministic XML-tagged system instructions with explicit edge-case guards and strict evaluation criteria.
Local Intelligence
100% Client RAM
Local Files
→
Vector Index
→
Zero Cloud
Local RAG & Codebase Intelligence
Indexes local Git repositories, markdown vaults, and sensitive technical documentation in browser memory using Transformers.js with zero server uploads.
Cognitive Systems
3.8x Retention
Dense PDF
→
Inversion Engine
→
Anki Cards
Active Recall Flashcard Decompiler
Decompiles dense 200-page slide decks, syllabi, and technical textbooks into high-yield active recall question matrices and cloze deletion Anki flashcards.
Systems Engineering
Lossless Vector
Legacy Notes
→
Mermaid Syntax
→
Vector SVG
Autonomous Architecture Scanner
Scans complex specifications, messy SOPs, and system logic, compiling declarative Mermaid.js flowcharts and architecture topology without manual dragging.
Creator Automation
10x Production
Raw Footage
→
Whisper Align
→
4K Master
Multimodal Video & Voice Pipeline
A zero-cost production pipeline for neural voiceover enhancement, sub-second word-highlight subtitles, and camera-prompted cinematic B-roll alignment.
Work Section Rebuilding
We are completely redesigning the interactive skills, autonomous workflows, and browser tools from the ground up.