Scored across 15 tools
Each tool targets a distinct resource and action: variables, suites, artifacts, executions, chat, and GitHub. The three execution-related tools (fetch_test_inventory, fetch_recent_executions, fetch_executed_test_cases) have clear differentiators—full list, recent 20, and post-dispatch results—so no ambiguity remains. Descriptions explicitly cross-reference when to prefer one over another.
All 15 tools follow the `wopee_` prefix with a consistent verb_noun pattern (fetch_, create_, update_, dispatch_, send_, read_, generate_). There are no mixed conventions or vague verbs like 'process' or 'do_thing', making the tool names predictable and self-documenting.
15 tools is well within the ideal 3–15 range and each tool earns its place covering suite lifecycle, artifact management, execution dispatch, variable handling, and chat. The count is neither thin nor bloated, matching the breadth of a testing platform's API.
The surface covers the full lifecycle: create/fetch suites, generate/fetch/update artifacts, dispatch analysis and agents, fetch execution results, manage variables, and send/read chat messages. A GitHub issue creation tool addresses external action items. No obvious dead ends—the only minor gap (no delete suite) is not critical for the domain.