그룹 교육이나 코호트 운영 플랫폼의 스펙과 기능 구조, 기술 스택을 한번에 기획합니다.
Group coaches and educators repeatedly rebuild the same infrastructure — scheduling, homework submission, peer feedback, progress tracking — for every cohort they run. Selling the operating system for running a high-quality group program is a B2B belonging play where the coach's students are the end beneficiaries. Coaches stop using it if it adds friction to their existing workflow. Must replace existing tools (Notion + email + Zoom links), not add to them. Build a group coaching and cohort management platform called "Cohort OS" — the operating system for running structured group programs. Core features: - Program builder: coach sets program name, session count, cadence (weekly/bi-weekly), max participants, price, and start date. Each session has a title, a pre-work assignment, and a post-session reflection prompt - Participant portal: each enrolled participant sees their program timeline, upcoming sessions, submitted assignments, and peer reflections in one dashboard - Assignment submission: participants submit written or link-based assignments before each session. Coach sees all submissions in one view, can leave written feedback per submission - Peer feedback rounds: after each session, participants are prompted to give one piece of structured feedback to one other participant (rotates automatically so everyone gives and receives equally) - Progress tracker: coach dashboard showing assignment completion rate per participant, attendance, and a simple engagement score - Certificate generation: at program completion, auto-generates a PDF certificate with participant name, program name, coach name, and completion date Stack: React, Supabase, Stripe Connect for coach payouts, Resend for session reminders and feedback prompts. Clean, professional design — coach-first UX.
그룹 코치와 교육자들은 새로운 기수를 운영할 때마다 일정 관리, 과제 제출, 동료 피드백, 진도율 추적 등 동일한 인프라를 반복해서 구축합니다. 고품질 그룹 프로그램을 운영하기 위한 이 운용 시스템을 판매하는 것은 B2B 솔루션입니다. 기존 워크플로우에 마찰을 더하면 사용을 중단하므로, 기존 도구(노션 + 이메일 + 줌 링크)를 추가하는 것이 아니라 완전히 대체해야 합니다. 체계적인 그룹 프로그램 운영을 위한 'Cohort OS'라는 그룹 코칭 및 코호트 관리 플랫폼을 구축해 주세요. 핵심 기능: - 프로그램 빌더: 코치가 프로그램명, 세션 수, 주기(주간/2주간), 최대 참가자 수, 가격, 시작일을 설정합니다. 각 세션에는 제목, 사전 과제, 세션 후 회고 프롬프트가 포함됩니다. - 참가자 포털: 수강 참가자가 자신의 프로그램 타임라인, 다가오는 세션, 제출된 과제, 동료 회고를 하나의 대시보드에서 확인합니다. - 과제 제출: 세션 전 글 또는 링크 기반 과제를 제출합니다. 코치는 한 화면에서 모든 제출물을 보고 개별 서면 피드백을 남깁니다. - 동료 피드백 라운드: 세션 후 참가자에게 다른 참가자 1명에게 구조화된 피드백을 주도록 안내합니다(자동 순환하여 모두가 동일하게 주고받음). - 진도율 트래커: 참가자별 과제 완료율, 출석률, 간단한 참여도 점수를 보여주는 코치 대시보드. - 수료증 자동 생성: 프로그램 완료 시 참가자 이름, 프로그램명, 코치 이름, 완료 날짜가 기재된 PDF 수료증 자동 생성. 기술 스택: React, Supabase, 코치 정산을 위한 Stripe Connect, 세션 알림 및 피드백 프롬프트를 위한 Resend. 깔끔하고 전문적인 디자인 — 코치 우선 UX.
출처 · prompts.chat · Private Group Coaching Infrastructure — 원문은 출처에 게시된 그대로이며, 권리는 원작자에게 있습니다.
Gemini로 실행한 결과입니다. 입력 항목에는 국내 환경의 예시값을 적용했습니다(AI 생성 — 사실 확인 필요).
Group coaches and educators repeatedly rebuild the same infrastructure — scheduling, homework submission, peer feedback, progress tracking — for every cohort they run. Selling the operating system for running a high-quality group program is a B2B belonging play where the coach's students are the end beneficiaries. Coaches stop using it if it adds friction to their existing workflow. Must replace existing tools (Notion + email + Zoom links), not add to them. Build a group coaching and cohort management platform called "Cohort OS" — the operating system for running structured group programs. Core features: - Program builder: coach sets program name, session count, cadence (weekly/bi-weekly), max participants, price, and start date. Each session has a title, a pre-work assignment, and a post-session reflection prompt - Participant portal: each enrolled participant sees their program timeline, upcoming sessions, submitted assignments, and peer reflections in one dashboard - Assignment submission: participants submit written or link-based assignments before each session. Coach sees all submissions in one view, can leave written feedback per submission - Peer feedback rounds: after each session, participants are prompted to give one piece of structured feedback to one other participant (rotates automatically so everyone gives and receives equally) - Progress tracker: coach dashboard showing assignment completion rate per participant, attendance, and a simple engagement score - Certificate generation: at program completion, auto-generates a PDF certificate with participant name, program name, coach name, and completion date Stack: React, Supabase, Stripe Connect for coach payouts, Resend for session reminders and feedback prompts. Clean, professional design — coach-first UX.
[Cohort OS - 코칭 및 코호트 관리 플랫폼 설계안]
programs: id, coach_id, title, cadence, price, start_datesessions: id, program_id, session_order, title, pre_work, reflection_promptenrollments: id, program_id, participant_id, statussubmissions: id, session_id, participant_id, content, link, coach_feedbackpeer_feedbacks: id, session_id, giver_id, receiver_id, feedback_textpdf-lib로 PDF 수료증 자동 생성 후 Supabase Storage에 저장 및 발송.기존 Notion, Zoom, 이메일 파편화를 완전히 대체하는 통합 워크플로우를 제공합니다.
원문과 같은 언어로 보완한 프롬프트입니다. 점수는 명확성 · 구체성 · 출력 형식 · 재사용성 기준의 AI 평가입니다.
Act as a Senior Full-Stack Architect. Design and implement "Cohort OS" — a B2B cohort management platform replacing fragmented tools (Notion + Email + Zoom) with a seamless, coach-first UX. [Context] Coaches abandon tools if they add workflow friction. Cohort OS must streamline scheduling, homework, automated peer feedback, and progress tracking into one platform. [Core Features] 1. Program Builder: Setup program metadata (name, sessions, cadence, price, dates) and per-session content (title, pre-work, reflection). 2. Participant Portal: Centralized dashboard for timeline, upcoming sessions, submissions, and peer reflections. 3. Assignment & Feedback: Written/link submissions with coach feedback; automated round-robin peer feedback rotation. 4. Progress Tracker: Coach dashboard with completion rates, attendance, and simple engagement scoring. 5. Certificate Generator: Automated PDF generation upon program completion. [Tech Stack] - Frontend: React (Clean, professional UX) - Backend: Supabase (Auth, PostgreSQL, Row Level Security) - Integrations: Stripe Connect (coach payouts), Resend (reminders & feedback prompts) [Output Format] Deliver a structured implementation plan containing: 1. Supabase Database Schema (SQL tables, relationships, and basic RLS policies) 2. Key API Routes & Integration Logic (Stripe Connect & Resend workflows) 3. Core React Components (Program Builder & Participant Portal UI skeletons) 4. Automated Logic (SQL trigger or function for round-robin peer feedback assignment)