Wellness Cycle Coach
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TDQS
Scored across 17 tools
Several tools overlap in purpose: cycle_agent_manifest, cycle_capabilities, cycle_data_inventory, and cycle_quickstart all serve discovery/introspection, while cycle_phase_guidance overlaps with cycle_recommend_nutrition and cycle_recommend_training. The descriptions help clarify boundaries, but an agent could still misselect between meta tools or between phase guidance and specific recommendations.
All tools share a consistent cycle_ prefix and snake_case style, which is a strong unifying pattern. However, the second part mixes verb phrases like estimate_phase and recommend_nutrition with noun phrases like agent_manifest and phase_guidance, so the naming is not fully uniform.
Seventeen tools is on the heavier side for a single wellness coaching domain. Roughly half are meta/discovery/profile tools rather than core cycle functionality, which makes the surface feel larger than necessary, though each tool still has a plausible use.
The core cycle-coaching workflow is well covered: phase estimation, next-period prediction, irregularity checks, phase guidance, nutrition, training, full reports, and profile persistence. There is no explicit hydration-only tool or data-logging endpoint, but the stateless design and phase_guidance coverage make those gaps minor.