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.

Data & Documents 5,673 stars 496 forks Updated today CC-BY-SA-4.0

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Skill Content

<essential_principles> **Culture Index measures behavioral traits, not intelligence or skills. There is no "good" or "bad" profile.** <principle name="never-compare-absolutes"> **Never compare absolute trait values between people.** The 0-10 scale is just a ruler. What matters is **distance from the red arrow** (population mean at 50th percentile). The arrow position varies between surveys based on EU. **Why the arrow moves:** Higher EU scores cause the arrow to plot further right; lower EU causes it to plot further left. This does not affect validity—we always measure distance from wherever the arrow lands. **Wrong**: "Dan has higher autonomy than Jim because his A is 8 vs 5" **Right**: "Dan is +3 centiles from his arrow; Jim is +1 from his arrow" Always ask: Where is the arrow, and how far is the dot from it? </principle> <principle name="survey-vs-job"> **Survey = who you ARE. Job = who you're TRYING TO BE.** > **"You can't send a duck to Eagle school."** Traits are hardwired—you can only modify behaviors temporarily, at the cost of energy. - **Top graph (Survey Traits)**: Hardwired by age 12-16. Does not change. Writing with your dominant hand. - **Bottom graph (Job Behaviors)**: Adaptive behavior at work. Can change. Writing with your non-dominant hand. Large differences between graphs indicate behavior modification, which drains energy and causes burnout if sustained 3-6+ months. </principle> <principle name="distance-interpretation"> **Distance from arrow de...

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Author
trailofbits
Repository
trailofbits/skills
Created
4 months ago
Last Updated
today
Language
Python
License
CC-BY-SA-4.0

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interpreting-culture-index

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.

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