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Open_Ultra_SAST/.kiro
Marius CiepluchandClaude Opus 4.8 0a8cc9b5a7 docs(model-grounded-detection): design, subtraction first and a Joern spike that can stop it
Requirements approved. All 49 criteria trace to a component.

The shape: a Code Property Graph (Joern) is the arbiter; taint reachability and
guard dominance produce evidence-ladder verdicts (suspicion / corroborated /
entailed / execution_confirmed); the LLM answers one bounded question per
candidate and its claim is checked against the CPG, never averaged.

Two design disciplines carried from the requirements:

Phase 1 is subtraction, and it removes ~5,000 lines before a line of Joern is
written. The learning/ noise architecture is absent from the gate path, so
rounds/acceptance/proposer/journal, the K-run/floor/sign-test in scoring, and
the mechanism loop delete without moving a gate -- proven by the committed
gate-baseline run before and after, and by an import-graph check that fails the
build if a removed module is still imported. The guard and sink vocabularies
are ported into model/specs.py *before* their modules are deleted. Tests are
reduced in the same change, with a test->requirement map. A module-audit
manifest classifies all 99 modules and names fusion/mcp/skills/harness_ext/
hunter_harness for an explicit keep-or-remove decision.

Phase 2 is a Joern spike on the injection family alone -- the CpgBackend seam
(subprocess to joern-parse + a CPGQL query emitting JSON, out of process, one
isolated touch-point) and one TaintSpec, end to end, with a determinism test.
It can end the design before the integration cost is paid, the same way the
candidate ceiling could have in the prior spec. Joern is capability-detected on
PATH like the semantic extra; without it every verdict degrades to suspicion
and the core stays zero-dependency.

What survives re-homes under model/: the taxonomy, the candidate enumerator
(suspicion band), the endpoint client, and the obligation facts feeding the
dominance queries.

Not approved.

Co-Authored-By: Claude Opus 4.8 <[email protected]>
Claude-Session: https://claude.ai/code/session_01T7XD7x5KonMdmGRkp63EQG
2026-09-08 11:39:49 +02:00
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