QuantaOptima
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TDQS
Scored across 10 tools
Most tools have distinct purposes, but there is real overlap between quantaoptima_verify_chain (verify chain integrity) and quantaoptima_audit (verify audit trail from last optimization), as well as between quantaoptima_chain_status and quantaoptima_status. Similarly, observe and explain both inspect the last run, which could cause misselection.
All tools share the quantaoptima_ prefix and snake_case, which is predictable. There is minor mixing between verb_noun forms (log_action, verify_chain, export_chain, chain_status) and bare verbs (optimize, benchmark, observe, explain, audit, status), but it remains readable.
10 tools is well within the ideal range and each earns its place, splitting cleanly between optimization (optimize, benchmark, observe, explain) and audit (log_action, verify_chain, export_chain, chain_status, audit) plus a license status check.
The optimization and audit lifecycles are well covered: run, compare, inspect, explain, log, verify, export, and report. Minor gaps exist around retrieving/listing past runs or re-inspecting older results, since observe/explain/audit only target the last run.