Anonymous authentication has attracted widespread attention of the public as an important means of privacy protection. It is significant to achieve anonymous mechanism based on password which is the most common method of user authentication and remains very widely used in cyberspace. In this scenario, ISO/IEC JTC1/SC27 launched the project of ISO/IEC20009-4 to prepare the standards for PAEA(password-based anonymous entity authentication) mechanisms. There are 3 kinds of protocols for PAEA specified in the ISO/IEC2009-4. This paper designs and specifies a kind of anonymous password entity-authentication component system based on the SKI mechanism, which is one of three kinds of protocols for PAEA in ISO/IEC20009-4. And the system can support the other two protocols at the same time. We analyze the security, anonymity and performance of the system and enhance the security of the processes of system initialization, construction of anonymous group and execution of the protocol. Our work has closed the gap between the theory and the application of the mechanisms. In this paper, we mainly solve the security and performance problems of SKI mechanism when SKI is applied in practice, including "Inconformity of Bulletin Information" which will lead to failure in authentication and the long latency of the "First Query" of a group's public bulletin information etc. And we solve all of them by introducing the solutions of "Dual Bulletin Information Scheme", "Cache System", "Query-Bound-Session Mechanism", etc. At last, we analyzethe performance of the system by do the testing experiences. For now, no domestic and foreign similar systems have been proposed.