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Scored across 44 tools
Each tool has a clearly distinct purpose with no overlap. For example, prufa_create_flow, prufa_edit_flow, prufa_delete_flow, and prufa_confirm_flow are distinct actions on flows; similarly, prufa_run_audit, prufa_run_discovery, prufa_run_gremlin, and prufa_run_flow target different testing modalities. Monitor and billing tools are also well-separated.
All tool names follow a consistent 'prufa_verb_noun' pattern in snake_case (e.g., prufa_list_flows, prufa_get_flow, prufa_setup_workspace). There is no mixing of styles or ambiguous verbs. The naming convention is predictable and aids tool selection.
With 44 tools, the set is large but justified by the comprehensive nature of the QA platform, covering workspace management, flow lifecycle, monitors, discovery, gremlin testing, billing, and settings. While on the higher end, each tool serves a specific purpose and does not feel excessive for the domain.
The tool surface covers the full lifecycle of testing: workspace setup, flow creation/editing/deletion/confirmation/execution, monitoring with pause/resume/trigger/rotate, discovery with domain registration/verification/revocation, gremlin run/rerun, billing operations, and settings. No obvious gaps for the intended use case.