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docs: update HANDOFF.md — Stages 10+11 completed, Stage 12 next

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NSCT Agent
2026-08-25 15:42:00 +00:00
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@@ -65,9 +65,8 @@ Wenn ein neuer Thread weiterarbeiten soll, einfach **Stage X** nennen und mit de
|| 7 | ~~Claim Clustering & Contradiction Candidates~~ (✅ **ABGESCHLOSSEN** – `d1e6bb6`) ||
|| 8 | ~~Evidence Scoring~~ (✅ **ABGESCHLOSSEN** – `719e218`) |
|| 9 | ~~Neutral Synthesis Engine~~ (✅ **ABGESCHLOSSEN** – `d87e2b4`) ||
|| 9 | ~~Neutral Synthesis Engine~~ (✅ **ABGESCHLOSSEN** – `d87e2b4`) ||
| **10** | **Vision Integration** — Qwen2.5-VL-3B für Diagramme, Screenshots, Infografiken, PDF-Layouts. Provenance-Pflicht. |
| **11** | **Audio Integration** — Transkription von Interviews, Podcasts, Pressekonferenzen. Timestamped Claims. |
|| **10** | **Vision Integration** — Qwen2.5-VL-3B für Diagramme, Screenshots, Infografiken, PDF-Layouts. Provenance-Pflicht. (**ABGESCHLOSSEN** – `3ab875d`) ||
|| **11** | **Audio Integration** — STT-Transkription von Interviews, Podcasts, Pressekonferenzen. Timestamped Claims. (**ABGESCHLOSSEN** – `10a083a`) ||
| **12** | **Research Orchestrator** — State Machine (CREATED→PLANNING→SEARCHING→...→COMPLETED/FAILED). Harte Budgets (max_search_queries, max_sources, max_llm_requests, ...). |
| **13** | **Iterative Research / Gap Analysis** — Max 3 Research-Rounds. Lückenerkennung: welche Claims nur eine Quelle? Wo fehlen Primärquellen? |
| **14** | **REST API** — POST/GET/DELETE für research, status, sources, claims, evidence, report. Depth: quick/normal/deep. |