Mycelium
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TDQS
Scored across 9 tools
Each tool has a clearly distinct purpose: ask routes questions, forage explores lineage, triage handles incidents, zoom materializes details, step manages memory, recall retrieves pruned data, reinforce lays pheromones, stats shows network state, and writeback persists learned paths. No two tools overlap in function.
All tools follow a consistent 'mycelium_<verb>' pattern in snake_case (e.g., mycelium_forage, mycelium_recall). The verbs are all single-word actions, maintaining a uniform and predictable naming convention throughout the set.
With 9 tools, the server is well-scoped for its domain of data investigation and incident triage. Each tool serves a specific and necessary role, from question routing to memory management and learning, without redundancy or excess.
The tool surface covers the full lifecycle of data investigation: initial query (ask), lineage exploration (forage), incident triage (triage), detailed inspection (zoom), memory management (step, recall), reinforcement learning (reinforce, stats), and knowledge persistence (writeback). No obvious gaps exist for the stated purpose.