Commit Graph
2 Commits
Author SHA1 Message Date
Marius CiepluchandClaude Opus 4.8 39a1873e5b docs: plain-English pass over the active specs
Ran the humanizer rules over 79 prose files in the active specs (brief,
design, requirements, research and narrative docs). Removed em dashes,
significance inflation, forced rule-of-three, bold-label list items and
filler. Skipped tasks.md checklists and the retired specs (harnessx-*,
openrouter-sast-harness, unseen-repo-evaluation).

Every number, path, command, hash and identifier was preserved: checked
each file against HEAD for drift in numbers, inline code and code fences,
zero drift across all 79 files.

Co-Authored-By: Claude Opus 4.8 <[email protected]>
2026-10-12 18:16:41 +02:00
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