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Open_Ultra_SAST/.kiro/specs
Marius CiepluchandClaude Opus 4.8 1ef578f793 docs(model-grounded-detection): requirements, subtraction first
11 requirements, 49 criteria. The outgrowth is addressed head-on and it leads,
because building on a superseded 99-module / 832-test surface is how this
session logged eighteen defects.

Req 1-3 are subtraction and come first:
  1  remove the noise architecture by name -- rounds, acceptance, proposer,
     journal, the K-run/floor/sign-test in scoring, the mechanism lever and
     shape-search loop -- preserving the security *models* they carried. The
     whole learning/ noise layer is absent from the gate path, so it deletes
     without moving a gate.
  2  reduce the 832 tests to what protects surviving behavior: a test that
     pinned a deleted mechanism dies with it, every survivor maps to a
     surviving requirement, and the "does nothing / greps --help / passes with
     the capability absent" tests are removed outright.
  3  audit all 99 modules -- load-bearing / standalone / orphaned -- and delete
     the orphans, with fusion/mcp/skills/harness_ext/hunter_harness named for
     an explicit keep-or-remove decision.

Req 4-8 adopt the CPG arbiter: Joern behind an optional extra (core stays
zero-dep, degrades to suspicion without it), the evidence ladder as the verdict
type, deterministic taint-reachability and guard-dominance verdicts, our
taxonomy and source/sink/sanitizer/guard models ported to CPG queries, and the
LLM reduced to a proposer whose claim the model checks -- no K-runs, no floor,
no acceptance rule, no evolve loop. Req 9 makes the corpus the model's
calibration set (a pair the model can't split is a named model gap). Req 10
keeps execution as a deferred, adopted-from-Clearwing tier for memory/C only.

Not approved.

Co-Authored-By: Claude Opus 4.8 <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-08 11:36:58 +02:00
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