AI Agent Skills

Builds assessment instruments for university professors — pipeline Stage 3. 7-agent team covering test blueprints, exam/quiz/question-bank item writing, rubric design (a…

Bilingual course-material maintenance for university professors — default EN ⇄ 简体中文, language-pair agnostic. 4-agent team covering the course terminology glossary (the c…

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…

Backward course design for university professors. 6-agent team covering learning outcomes (Bloom-tagged), assessment planning, semester scheduling, syllabus writing, cou…

Student-facing communication and packaging for university professors, derived entirely from the Course Passport. 4-agent team drafting one-off announcements, weekly emai…

Slide deck production for university professors. 4-agent team turning slide outlines and lecture notes into actually rendered deck files — Marp, Pandoc, Beamer via tecto…

Recorded-media scripting for university professors. 4-agent team turning lecture notes and flipped-class specs into mini-lecture video scripts, shot-by-shot storyboards,…

During-semester student support for university professors. 5-agent team covering feedback on student work (Hattie & Timperley structured, single or batch), struggling-st…

Specification-driven submission auditing for university professors. 4-agent team that compiles a professor's template, requirements doc, rubric, or exemplar into a check…

Teaching-team management for university professors. 4-agent team covering TA onboarding (course-specific handbook + first-week orientation), grading-calibration norming…

Full teaching-lifecycle orchestrator for university professors. 4-agent team driving the six sibling skills through staged gates over the Course Passport: design → align…

Evidence-honest teaching reflection for university professors. 6-agent team covering student-evaluation analysis (thematic, bias-caveated), mid-semester feedback, peer-o…

Help university students allocate a common monthly living allowance into four practical layers: essentials, uncertainty buffer, long-term reserve and growth, and deliber…

Discovers internal contacts (1st/2nd degree connections, university alumni, ex-colleagues) and recruiters at target companies, stages personalized referral requests or o…