Singularis
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TDQS
Scored across 12 tools
Each tool targets a distinct operation or resource: management (register/balance/share), discovery (recipes), generic dispatch, named numerical kernels (heat, expm, gemm, fft, blur), and compression. Descriptions explicitly guide when to use dispatch versus named tools, so overlap is minimal.
All names use the singularis_ snake_case prefix, giving a predictable and consistent convention across management and compute tools. Minor noun/verb variation does not impair recognition.
12 tools is well-scoped for a numerical compute service: a compact set of common kernels plus meta-tools for discovery and fallback. No tool feels redundant or missing from the count perspective.
Core workflows (register key, check balance, list recipes, run named kernels or arbitrary recipes, compress/decompress, share results) are covered. Minor gaps exist—no key revocation/rotation, job status/cancel, or explicit credit top-up—but agents can work around these for typical numerical tasks.