# Validation: Proactive Source-Inbox Security Pipeline Validation targets: - Security alerts can be marked proactive automatically, forced per task, or kept passive. - Normal candidate classification remains unchanged. - The proactive queue uses atomic claim state separate from the public inbox status. - Materialized items remain searchable as local evidence before SearXNG. - Source-Inbox schema migration adds proactive state without replacing or deleting existing rows. - Model extraction is source-only and requires concrete facts plus minimum confidence before graph materialization. - Direct page fetch is preferred; SearXNG is used only when the model requests missing evidence. - Project-wide compile/vet and frontend syntax checks are run in the available offline toolchain validation copy; the release source keeps its Go 1.26 / modernc SQLite dependency unchanged.