PlaylistPilot v2.0
Platform Visits: 1
AUTOMATED YOUTUBE SYLLABUS ENGINE · V2.0

Turn 50-hour playlists into
10-day roadmaps. |

Transform any YouTube course playlist into a personalized, daily study schedule with smart speed calibration.

Try instant demo:
Engine Architecture

Built for High-Velocity Learning

Intelligent algorithms designed to optimize every hour of study time.

scheduler_bin_packing.rs
Automated Balancing

Greedy Bin-Packing

Packs videos tightly against your exact daily quota. Long 4-hour lectures split across days with a 3-minute recap buffer so context is preserved.

Bin-Packing Overlap Buffer
speed_multiplier.ts
Real-time Math

Speed Calibration

Calculate completion down to the second adjusted for 1.25x, 1.5x, 1.75x, or 2x viewing speeds, saving up to 40% total study time.

1.0x — 2.0x Speeds Time Saved
export_engine.pdf
PDF & LocalStorage

Vector PDF Export

Check off completed videos in real-time with browser persistence. Export structured, print-ready vector PDF roadmaps for offline study.

jsPDF Engine LocalStorage
Execution Pipeline

Three Steps to Playlist Mastery

From raw YouTube link to a day-by-day roadmap in seconds.

01_ingest.sh
Step 01

Ingest Playlist

Paste any public YouTube playlist link. The backend queries video durations and metadata via API batch requests.

02_calibrate.sh
Step 02

Calibrate Pacing

Set daily study hours, speed multiplier, packing intensity, and optional weekly revision rest days.

03_execute.sh
Step 03

Execute & Track

Check off completed daily items, monitor percentage progress, and export clean PDF roadmaps.

System FAQ

Frequently Asked Questions

Everything you need to know about duration parsing, playback math, and privacy.

🔒 Is YouTube account login required? Privacy-First

No. PlaylistPilot requires zero authentication or accounts. Simply paste any public YouTube playlist URL and build your schedule instantly.

🧩 How does long video splitting work? Context Protection

If a single video exceeds your remaining daily quota, PlaylistPilot intelligently splits it across adjacent days, adding a 3-minute overlap buffer on the continuation segment to ensure seamless comprehension.

💾 Where is progress saved? Browser Storage

All checked items, speed configurations, and target dates are stored locally in your browser's LocalStorage. Your data remains 100% private and persistent across visits.