LectureReplay
A workflow recorder built for teachers and trainers — record your demo, slide-prep, and recap routine once, then an AI assistant handles the busywork each week.
secondary-school teachers and university TAs who repeat the same demo, materials, and recap flow each week
- Record your real screen routine — open slide deck, share handouts, post recap — and get a named assistant the class can ask
- Voice prompts like 'what did we cover last Tuesday?' answered from your actual materials
- Weekly 'prep list' auto-generated from the previous term's workflow plus the new syllabus
- FERPA-aware mode that keeps student data on the school's own account
Teachers are burned out on the same admin loop and skill-recorder-style tools are starting to ship; education is a vertical the original tool does not serve.
Multiple sources confirm the pain: 60% of educators report burnout, teachers spend up to 29 hrs/week on non-teaching tasks, and districts using AI tools report saving ~6 hrs/week per teacher.Here's How Teachers Are Using AI to Save Time - Education Week ↗From Admin to Automation: Reduce Teacher Burnout with AI ↗How district leaders can address teacher burnout before it impacts ↗
Vertical is crowded with AI lesson/assessment generators (MagicSchool 80+ tools, Eduaide, Curipod, Almanack) but none position around record-once/replay workflow; however the source skill-recorder repo only has ~97 stars, pulse 13/100, 'no 7-day breakout' and is flagged 'stalled', so the underlying trend is far weaker than the 96-star claim suggests.microsoft/skill-recorder — stars, momentum & trend analysis · TrendingRepo ↗AI Tools to Boost Teachers Workflow - Educators Technology ↗
Teacher tools are dominated by free tiers — MagicSchool prominently advertises 'no cost' access and Eduaide leads with a free plan; individual teachers are notoriously price-sensitive and school procurement is slow, making direct-paid B2C weak unless sold district-wide.MagicSchool Pricing & Plans ↗Pricing | Eduaide ↗
Education is a stable, recession-resistant vertical and 'record once, replay' workflows are a durable UX pattern; teacher-burnout narrative continually drives funding/policy attention to admin-reduction tools.Teacher burnout is real: How AI tools reduce administrative overload ↗
Building on the open-source microsoft/skill-recorder Electron app (record screen + activity signals, generalize via Copilot CLI) is straightforward; main lift is vertical-specific prompts/integrations (LMS, gradebook, slide tools) rather than new core tech.GitHub - adilei/skill-recorder ↗Microsoft Skill Recorder: Record Work into Skills ↗