fsrs-pipeline

Community

Adaptive scheduling for smarter reviews.

Authoraaronjullger-lgtm
Version1.0.0
Installs0

System Documentation

What problem does it solve?

The FSRS v6 pipeline provides machine-driven, implicit-rated spaced repetition scheduling to replace manual rating inputs, enabling consistent review timing and improved retention across large question sets.

Core Features & Use Cases

  • FSRS v6 algorithm with behavioral signals for automatic review timing.
  • Implicit rating & calibration using Bayesian accumulation and per-user calibration data.
  • Telemetry-driven planning including circadian context, confidence scoring, and stability multipliers for scheduling.
  • Real-world use cases include PA exam prep drills, adaptive study sessions, and performance analytics across question banks.

Quick Start

Integrate this pipeline into the drill submission flow to start deriving confidence scores from behavior and scheduling subsequent reviews.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: fsrs-pipeline
Download link: https://github.com/aaronjullger-lgtm/PANaCEa/archive/main.zip#fsrs-pipeline

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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