panacea-fsrs-guardrails

Community

Protect PANaCEa's FSRS scheduler with guardrails.

Authoraaronjullger-lgtm
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This skill protects PANaCEa's FSRS scheduling logic from misapplied review flows, parameter changes, and unsafe edits, ensuring stable and predictable trainer behavior.

Core Features & Use Cases

  • Enforces binary, student-facing ratings (Again/Good) and prevents UI options like Hard or Easy from being exposed.
  • Ensures only real MAIN and DRILL flows update FSRS, respects MVRT and rapid-guess filtering, and preserves telemetry-driven adjustments.
  • Provides clear guardrails during code reviews and drill-review submissions to maintain FSRS invariants.

Quick Start

Consult this guardrails skill before touching FSRS-related task logic to ensure scheduler integrity.

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: panacea-fsrs-guardrails
Download link: https://github.com/aaronjullger-lgtm/PANaCEa/archive/main.zip#panacea-fsrs-guardrails

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