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1. Remove redundant tool parameter descriptions - MCP tool is source of truth 2. Clarify what issues to flag: - Compile/parse errors (syntax, types, imports, references) - Clear logic errors that produce wrong results regardless of inputs - CLAUDE.md violations 3. Clarify what NOT to flag: - Code style or quality concerns - Issues that depend on specific inputs or state - Subjective suggestions