PRISM Insights

The PRISM Insights page is your primary view for understanding and improving your AI coding quality.

Overall PRISM score

A large score display showing your current composite PRISM score (0–10) with:

• Proficiency tier label (Novice through Elite)
• Color coding (green 8+, blue 5–7, yellow 3–4, red 0–2)
• Trend arrow (improving, stable, declining)

Radar chart

A radar/spider chart showing all five dimensions:

• PQ (Prompt Quality)
• IE (Iteration Efficiency)
• VD (Verification Discipline)
• TU (Tool Use)
• AF (Advanced Features)

The shape of the radar chart quickly shows your strengths and weaknesses.

Dimension drilldowns

Click any dimension to see:

• Sub-scores — both metrics for the dimension (e.g., Specificity and Decomposition for PQ)
• Trend — how this dimension has changed over the selected time period
• Coaching notes — specific tips for improvement from the last scored sessions
• Example prompts — your actual prompts with the highest and lowest scores in this dimension

Trends

A line chart showing your PRISM score over time, with options to:

• View composite score or individual dimensions
• Compare this week to last week
• See per-session data points

Coaching panel

The coaching panel highlights your single weakest dimension with:

• What the dimension measures
• Why your score is low (based on detected patterns)
• 3 specific, actionable improvement tips
• Examples from your own sessions

Session list

Below the charts, a list of recent scored sessions with:

• Session ID and timestamp
• PRISM score with tier badge
• Dimension scores (mini bar chart)
• Click to open in Session Explorer