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Marius CiepluchandClaude Opus 5
14ca0a96ce
10 requirements, 46 criteria. A NEW spec rather than an amendment to model-grounded-detection, which is complete and closed. Req 1-8 cover the gap that prompted it: the model layer has zero production callers, so ousast scan must use it (1), regions must come from entry points rather than a labelled function (2), ranking and budget must work at repository scale where the enumerator's per-region cap of eight is meaningless (3), the performance envelope must be measured on a real checkout (4), output must be actionable (5), packaging must be built and verified rather than merely defined (6), the two deferred decisions must close (7), and the honesty disciplines carry forward (8). Req 9 and 10 were added after the maintainer asked whether their requests had been captured. They had not been -- I folded the corpus asks implicitly into "run against a known-vulnerable repository", which is not the same thing. Now explicit: a PHP/WordPress slice (php2cpg works once an interpreter is present, which the image provides, and plugin CVEs are overwhelmingly the families the model arbitrates well); real-world C library CVEs -- libpng, image libraries, OpenSSH, libpam, kernel modules -- gated on the memory decision, because until it closes they would join 173 pairs already idle; more vibe-code pairs, since that slice is where the stated audience works and it is only 35 pairs; and regression tuning over a pinned large-repository baseline, which is the thing pair scoring structurally cannot see. Req 9.4 carries today's lesson: verify on a sample that the model can READ a slice before vendoring it. The OWASP harvest found 238 pairs and vendored 40 for exactly that reason. Not approved. Co-Authored-By: Claude Opus 5 (1M context) <[email protected]> Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG