fluent-session-analyzer
CommunityGuide adaptive practice from session data.
Education & Research#session-analysis#adaptive-learning#error-patterns#learning-analytics#tutoring-plans#strengths-trends
Authorm98
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Fluent tutoring generates narrative session reports that describe learner performance, but requires structured analysis to guide next steps. This skill parses recent session files to extract error patterns, strengths, and accuracy trends, enabling targeted practice plans.
Core Features & Use Cases
- Parse recent /results/*.md session reports to identify common errors and reinforcing strengths.
- Track accuracy trends across the last 3-5 sessions to gauge progress.
- Generate a concrete, prioritized next-session plan with drills focused on weaknesses and strengths.
- Provide narrative context when numeric aggregates are insufficient for planning.
Quick Start
Analyze the latest 3–5 Fluent session reports in /results and output a prioritized next-session plan.
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: fluent-session-analyzer Download link: https://github.com/m98/fluent/archive/main.zip#fluent-session-analyzer Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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