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Scored across 4 tools
Each tool has a clearly distinct role: executing do-files, reading log output, inspecting data, and retrieving command documentation. There is no overlap in purpose, so an agent can easily select the right tool.
Three tools follow a clear verb_noun pattern (read_log, get_data_info, stata_do), though 'stata_do' is slightly awkward as a noun_verb inversion. 'help' is a single verb, deviating from the pattern, but the overall naming remains predictable and readable.
With 4 tools covering the core workflow of running Stata analysis and inspecting outputs, the count feels appropriately scoped. It is on the lower end but not thin, as each tool addresses a substantial step.
The tool set covers the main lifecycle: execute a do-file, inspect its log, examine data, and get help for commands. Missing operations like dataset writing or interactive command execution are minor and can be worked around by using do-files.