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interpreting-culture-index

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Interprets Culture Index (CI) surveys, behavioral profiles, and personality assessment data. Supports individual profile interpretation, team composition analysis (gas/brake/glue), burnout detection, profile comparison, hiring profiles, manager coaching, interview transcript analysis for trait prediction, candidate debrief, onboarding planning, and conflict mediation. Accepts extracted JSON or PDF input via OpenCV extraction script. Use when the user shares a Culture Index PDF or JSON profile, asks what someone's CI traits mean, compares Culture Index profiles across a team or against a hiring profile, or asks about burnout risk from Survey-versus-Job gaps.

When to use

• Interpreting Culture Index survey results (individual or team)
• Analyzing CI profiles from PDF or JSON data
• Assessing team composition using Gas/Brake/Glue framework
• Detecting burnout risk by comparing Survey vs Job graphs
• Defining hiring profiles based on CI trait patterns
• Coaching managers on how to work with specific CI profiles
• Predicting CI traits from interview transcripts
• Mediating team conflict using CI profile data

When not to use

• For non-CI behavioral assessments (DISC, Myers-Briggs, StrengthsFinder, Predictive Index, Enneagram)
• For clinical psychological assessments or diagnoses
• As the sole basis for hiring/firing decisions — CI is one data point among many
• Check if JSON already exists (same directory as PDF, or ask user)
• If not, run extraction with verification:
• Visually confirm the verification summary matches the PDF
• Use the extracted JSON for interpretation
• **If JSON provided or found:** Use it directly (skip extraction)

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