Three changes:
1. ABB-Space registered as a lead project with stage=lead in
Trusted Project State. Projects now have lifecycle awareness
(lead/proposition vs active contract vs completed).
2. Extraction no longer drops unregistered project tags. When the
LLM extractor sees a conversation about a project not in the
registry, it keeps the model's tag on the candidate instead of
falling back to empty. This enables auto-detection of new
projects/leads from organic conversations. The nightly pipeline
surfaces these candidates for triage, where the operator sees
"hey, there's a new project called X" and can decide whether
to register it.
3. Extraction prompt updated to tell the model: "If the conversation
discusses a project NOT in the known list, still tag it — the
system will auto-detect it." This removes the artificial ceiling
that prevented new project discovery.
Updated Case D test: unregistered + unscoped now keeps the model's
tag instead of dropping to empty.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Anto01
c57617f611