PandoraHelper enables centralized account management and sharing of ChatGPT and Claude services. It provides synchronized official web UIs, session isolation per shared account, model usage quotas, token expiration controls, and automatic token refresh. Users can deploy it via Docker or standalone binaries, configure admin access, and manage shared access for multiple小伙伴 (friends) without each needing individual subscriptions.