Skill Claude CodeCodex
Learner and cohort analysis (学情分析) for university professors — cross-cutting support for design, builds, and the weekly loop. 4-agent team turning professor-held student data — ability lists, pre-course diagnostics, pre-lesson questionnaire results — into evidence-based teaching decisions: ungraded diagnostic design…
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Turns a confirmed cohort profile into concrete teaching adjustments: reteach/activate/skip calls, misconception-targeted changes, pacing flags, within-classroom differentiation.
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Computes per-concept readiness distributions, misconception prevalence, and heterogeneity from diagnostic data — aggregates only, with mandatory instrument-strength caveats.
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Designs ungraded diagnostics and pre-lesson questionnaires: prerequisite probes, two-tier misconception items, labeled self-efficacy items — analysis plan before deployment.
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Builds evidence-based grouping plans matched to the pedagogical goal — heterogeneous, homogeneous, or role-based — pseudonymous, rotating, never ability-ranked in public.
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TS accreditation-mapper map mode — outcomes-to-standards matrix.
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TS lesson-builder activities mode — active-learning activity design.
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TS course-designer align-check mode — constructive-alignment audit.
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TS course-publisher announcement mode — student announcement draft.
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TS submission-auditor audit / batch-audit mode — check submissions against the spec.
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TS ta-coordinator calibration mode — grading norming session.
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TS cohort-analyst cohort-profile mode — analyze student readiness data.
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TS course-designer full mode — complete backward course design.
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TS teaching-pipeline dashboard mode — single-file HTML course overview.
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TS deck-studio deck mode — render an actual slide deck.
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TS cohort-analyst instrument mode — design a pre-lesson diagnostic.
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TS teaching-reflector eval-analysis mode — student evaluation analysis.
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TS assessment-architect exam mode — blueprint-first exam construction.
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TS student-mentor feedback mode — structured feedback on student work.
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TS teaching-pipeline full mode — complete teaching lifecycle.
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TS bilingual-courseware glossary mode — course terminology glossary.
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TS assessment-architect integrity-check mode — AI-resilience audit.
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TS lab-forge lab mode — complete executable lab package.
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TS lesson-builder full mode — complete class-meeting package.