fluent-session-analyzer

Analyzing session reports for error patterns involves parsing the most recent 3-5 Fluent session files located under /results to extract narrative feedback and numeric metrics. The process identifies common errors and strengths to produce a practical next-session plan.

Tracking accuracy trends across tutoring sessions requires analyzing the last 3-5 session report files to gauge learner progress over time. This skill summarizes numeric metrics and narrative feedback to identify strengths and weaknesses for adaptive learning.

Generating a prioritized practice plan from session data involves reading recent /results/*.md files to summarize accuracy trends and error patterns. The output is a concrete next-session plan featuring reinforcing strengths and targeted drills for weaknesses.

You can use narrative feedback to inform adaptive learning plans by parsing session reports that describe learner performance. This skill processes narrative context alongside numeric metrics to target practice plans when numeric aggregates are insufficient.

You need 3-5 recent session files located under the /results directory to create an adaptive tutoring plan. The skill analyzes this specific range of session reports to accurately identify error patterns, track accuracy trends, and generate targeted drills.