cohort-analyst
CommunityAggregate cohort insights to guide teaching.
AuthorYujxZJCN
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This skill turns the data a professor already holds about a class into aggregated, privacy-preserving evidence that informs course design and weekly-lifecycle decisions, avoiding individual-student claims while enabling data-informed actions.
Core Features & Use Cases
- Compute per-concept readiness distributions with counts, proportions, and distribution sketches to illuminate where understanding lies.
- Identify two-tier misconceptions prevalence and heterogeneity shapes to tailor grouping, pacing, and reteach needs at the cohort level.
- Generate a passport-ready update block (learner_profile.cohort_evidence + known_difficulties) that communicates evidence, caveats, and recommended actions to designers and instructors.
Quick Start
Design a concise ungraded diagnostic and run a cohort-profile analysis to produce a planning-ready, privacy-preserving evidence block.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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: cohort-analyst Download link: https://github.com/YujxZJCN/teaching-skills/archive/main.zip#cohort-analyst Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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