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This book includes the details about a project fordeveloping a software metric tool to gather severalcode metrics from most of the known types of codessuch as .cs, .vb, .java, .html, .c, .h, .cpp, .jsp,..etc.). The book also includes guidelines to buildsoftware prediction model to be used for costestimation. A prediction model in a company utilizesthe earlier projects and gather the metrics fromthem in order to be able to make cost and projectplannings for future ones. The book includes thedifferent stages of development such as requirementsgathering, design, implementation and testing. Theproject related to this paper was originallydeveloped to Honeywell aviation as they were tryingto make usage of their large number of earlierprojects as a guidance for newer projects. This canbe easy as it is used and measured by the samecompany. In general a limitation in the predictionmodel is that we cant always apply models fromdifferent companies or industry sectors.