fsrs-pipeline
CommunityAdaptive scheduling for smarter reviews.
Software Engineering#calibration#data-analysis#telemetry#adaptive-learning#spaced-repetition#confidence-scoring#fsrs
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 requiredComponents
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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