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Scored across 101 tools
Many tools are clearly distinct, but there is heavy overlap among observability/audit/meta tools (sassy_audit_log vs sassy_recent_tool_calls vs sassy_observability_health/metrics/tool_stats vs sassy_tool_usage) and between the ghq_* quick GitHub tools and the referenced gh_* full variants. An agent would struggle to pick the right one without reading deep into descriptions, and several pairs intentionally duplicate each other.
All tools share the sassy_ prefix and snake_case, and most follow a domain_verb pattern (sassy_memory_remember, sassy_session_stop). A few bare-noun tools (sassy_shell, sassy_http, sassy_toast) and inconsistent verb placement (sassy_self_check vs sassy_setup_check_tools) break the pattern slightly, but overall it is predictable.
101 tools is far beyond the well-scoped range and at the extreme end even for a general-purpose assistant server. The set tries to cover file ops, shell, desktop, GitHub, memory, persona, observability, setup, updates, and networking, but the sheer count forces heavy context consumption and makes pruning a recurring concern.
Within each domain there are basic lifecycles (file read/write/edit/delete, memory write/read/search/forget), but obvious gaps remain: the GitHub quick set has no update/delete/comment or PR listing/merging, and many descriptions point to tools that are not in the registered set (sassy_gh_*, sassy_screen_*, sassy_phone_*, sassy_crosslink_recv). Agents following those references will hit dead ends, so coverage is not self-contained.