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2 Commits
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 Benjamin Admin
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389e6de0c7 |
fix(agents): Impressum+Cookie delegieren MC-Laden ans Main Tool — Scope-Filter + Maßnahmen
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Regression: Der v3-Agent-Pfad baute eine parallele MC-Pipeline (_load_impressum_mcs / _load_cookie_mcs, Roh-SELECT) und lief damit an allen Schutzmechanismen der Engine vorbei → GOV/Branchen-MCs als HIGH bei OEM/Zulieferer, fremde MCs (Bestellbestätigung), und action=check_question (Fragen statt Maßnahmen im Frontend). - Agent delegiert MC-Laden an rag_document_checker._load_controls (P72-Scope, check_type='text', fits_doc_type/scope_requires). - Subtraktives Sektor-Gate (SECTOR_PREFIXES) + Themen-Gate am Agent-Rand. - action = konkrete Maßnahme (Imperativ) statt check_question. - rag_document_checker: from __future__ import annotations (3.9-Import). - mcs: Name-Pattern erkennt "Aktiengesellschaft" (OEM-Impressums). - Tote GT-/Semantic-/Routes-Tests wiederbelebt (v3-Mismatch + agent.cascade-Patch-Target). Alle 72 Specialist-Tests grün. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> |
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Benjamin Admin
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ca8c388f37 |
feat(agents): Semantic-Validator + Auto-Learning-Pattern-Library
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Sprint 1.10 — Semantic-Validator (User-Vorgabe 2026-06-09):
- Statt unendlich Regex-Pattern fuer jede Schreibweise zu pflegen
(Tel/Telefon/Telefonnr/Phone/Fon/Funkanschluss/…), nutzen wir
bei MC-MISS einen LLM-Call: 'Ist die Pflichtangabe semantisch
doch da, nur unter abweichendem Label?'
- Bei LLM-Treffer: HIGH/MEDIUM-Finding wird zu LOW demoted,
Empfehlung wird zu 'Best-Practice Umbenennung: Management ->
Geschaeftsfuehrer' (mit STANDARD_LABELS-Mapping).
- 1 LLM-Call pro Slot statt N: cost-effizient.
Sprint 1.11 — Auto-Learning-Pattern-Library:
- Jedes Label das SVL findet wird in JSON persistiert:
/tmp/breakpilot/agent_learned_patterns.json
- Beim naechsten Run prueft der Agent zuerst gelernte Patterns
BEVOR er das HIGH-Finding emittiert -> kein LLM-Call mehr.
- Asymptotisch 0 LLM-Calls fuer haeufige Edge-Cases.
- Halluzinations-Schutz: prune_low_confidence() loescht Patterns
mit <0.5 Avg-Confidence nach 100 Beobachtungen.
- Idempotent: gleicher (field_id, label, agent) -> Counter +1.
Tests: 40/40 gruen (10 Pattern-Library + 7 SVL + 13 GT + 11 v2).
STANDARD_LABELS-Map deckt Impressum + Cookie-Policy. Spaeter
erweiterbar fuer DSE, AGB, Widerrufs-Agenten.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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