AI Decision System
Replayable, offline-verifiable records for AI-assisted go/no-go decisions: experiment promotions, typed model answers and human-approved actions.
Elements는 웹 앱을 만들고 배포하는 통합 환경으로, 항상 실행 중인 프로젝트 서버에서 에이전트가 빌드
Elements is the integrated app environment for building and deploying web apps. Your agent builds on a project server that is always running.
개발 도구TypeScript · HTMLGitHub @elementscode온라인운영자 미확인
써 보셨어요? 한 번만 눌러 주세요. 로그인은 필요 없어요.
아직 감지된 업데이트가 없습니다. GitHub 릴리스가 나오면 여기에 보입니다.
개인 계정의 공개 저장소 소유자는 GitHub로 로그인해 운영자를 확인하고 소개를 직접 관리할 수 있습니다. 관리자 승인은 필요하지 않습니다.
로그인한 뒤 확인 파일을 만들어 이 저장소의 기본 브랜치에 30분 안에 커밋해 주세요. 다른 브랜치나 포크의 파일은 인정하지 않습니다. 파일을 올린 뒤 아래에서 확인하면 관리자 승인 없이 관리할 수 있습니다. 자격을 유지하려면 파일을 남겨 두세요.
로그인이 필요하면 로그인 화면으로 이동합니다. 로그인 후 이곳으로 돌아와 원하는 확인 버튼을 다시 눌러 주세요.
프로젝트 폴더에서 /nomorevibe verify를 실행하면 소유권을 확인하고 소개를 직접 관리할 수 있습니다.
1분 만에 확인하기Links and text posts ranked by votes and age, newest and top pages, threaded comments, karma and reply emails, all live.
저장소 README에서 가져옴
README 전체를 불러오는 중입니다. 아래는 저장된 발췌입니다.
A demo app built with Elements.
Links and text posts ranked by votes and age, newest and top pages, threaded comments, karma and reply emails, all live.
What one run of the prompt below took, from an empty Elements project to this
app.
• Agent: Claude Code, Opus 5.5 Medium
• Time: 16 min
• Cost: $4.99 at API rates, September 2026README 전문 보기 ↗Upvotehall is a full-stack app built with Claude Code on Elements.
Links and text posts ranked by votes and age, newest and top pages, threaded comments, karma and reply emails, all live.
Run this app on your machine. Use this demo as inspiration, or as the starting point for your own app. Your agent creates a new app with this one as the scaffold, and you prompt it to add whatever features you want.
Upvotehall needed votes that move scores on every open page, a front page ranked by votes and age, live threaded comments, and an email when someone replies. Each of those is a part of Elements, so the agent spent its 16 minutes on the community itself.
Live posts and scores. Posts are a LiveTable opened by rank for the front page, by time for newest and by author for profiles, 25 at a time. Database triggers keep each post's score and comment count, and a notify trigger carries every change to the open lists.
Votes through a view. Votes are LiveTables opened for the signed-in reader, so a vote is an insert or delete through the view, with the voter set from the session.
Live threads. Comments are a LiveTable opened per post. A new comment appears in every open copy of the thread and schedules its reply email in the same transaction.
Ranking on a schedule. A SQL function scores each post by votes and age, and one cron line runs a job every five minutes that re-ranks the last two weeks, so the front page keeps moving.
Reply emails and karma. A background job emails the author of the parent comment or post. A profile's karma counts the votes other people gave that user's posts and comments.
Data from SQL files. Two migrations define the schema and its triggers, then seed eight users, thirty posts over the last four days, votes, and comment threads several levels deep.
Elements is an integrated full-stack app framework and a project server. The project server checks the agent's work as it builds: it type-checks the server and browser code, analyzes the program, applies migrations and runs the tests, then reports the results to the agent. A security mistake, such as calling a server-only function from the browser, is a compile error. The agent reads the report and fixes its own mistakes before it tells you a feature is done. The same checks run on every feature you ask for next.