Singularis
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TDQS
Scored across 19 tools
singularis_mind_merge_v2 and singularis_mind_combine_v2 have byte-for-byte identical descriptions (merge/add/remove/quarantine/shards), making them impossible to tell apart. singularis_fft and singularis_fft2 also overlap, with fft2's own description admitting fft already handles 2D. Several sealed-knowledge-transfer tools (data_carry, knowledge_packs, compute_in_transit, free_universe) share similar 'signed sealed file' concepts, adding further confusion.
All tools use snake_case with a consistent singularis_ prefix, which is highly predictable. The only deviation is the inconsistent _v2 suffix applied to just two of the mind tools while similar tools lack it, and many names are noun-style (balance, gemm, fft, blur) rather than verb_noun, but overall the pattern is coherent.
19 tools is on the heavy side for the apparent scope, and the count is inflated by at least one redundant entry (mind_combine_v2 duplicating mind_merge_v2) plus the overlapping fft2. The account/dispatch/recipe tools plus a broad numerical library are plausible, but the set feels somewhat padded.
The surface covers account lifecycle (register/balance/share), a compress/decompress pair, a solid numerical core (heat, matrix exponential, gemm, fft, blur), and a dispatch/recipes fallback that generalizes to arbitrary jobs, leaving few dead ends. Minor gaps exist around job history or key management, but the catch-all dispatch mitigates most missing operations.