Project Oracle
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TDQS
Scored across 7 tools
Each tool has a distinct purpose: ask natural-language questions, clear cache, search files, read files, run commands, show stats, and show status. There is no functional overlap.
All tools follow the consistent pattern 'oracle_verb' in lowercase snake_case (ask, forget, grep, read, run, stats, status). Even 'stats' and 'status' are noun-like but are used as imperative verbs in this context, maintaining a uniform style.
Seven tools is an ideal size for a focused project assistant. Each tool covers a necessary operation without being too few or overwhelming.
The set covers key operations: querying, reading, searching, running commands, caching, and stats. A minor gap might be the lack of a tool to list directory contents, but oracle_ask can potentially handle that via natural language.