Email-Hardening (mc_scorecard.top_fails):
Neue _is_hard_finding-Heuristik filtert konditionale MCs ohne
Negativ-Beleg aus den Top-Auffaelligkeiten. matched_text leer + Label
enthaelt "falls/sofern/wenn/soweit/ggf." -> raus, landet nur noch im
MC-Audit als "selbst pruefen". DATA-2066-A05 (kostenfreie Abschaltung
Standortdaten) ist das prototypische Beispiel.
MC-Audit-Frontend (audit/[checkId]/page.tsx):
Severity-Spalte (CRITICAL/HIGH/MEDIUM/LOW) entfernt — der MC-Audit
ist eine Checkliste, keine Severity-Drohung. Stattdessen:
- Spalte "Prioritaet" mit 3-Tier aus regulation-Mapping:
Gesetz (DSGVO/ePrivacy/TDDDG/...) / Behoerden-Leitlinie
(EDPB/DSK/EuGH/...) / Best-Practice (ISO/NIST/BSI)
- 3-Status: erfuellt (✓) / nicht erfuellt (✗) / selbst pruefen (?)
/ nicht anwendbar (—). rowReviewStatus() leitet "selbst pruefen"
aus matched_text-leer + konditionalem Label ab.
- Filter umgebaut auf 5 Stati statt 4
- Default-Filter "Nicht erfuellt" (vorher "Nur Fail")
Bonus: f.payload.risk_label TS-Cast im FindingsTab clean gemacht
(unknown -> string).
Effekt:
- Email an die GF zeigt nur noch echte Belege ("DSB fehlt",
"Gebuehr fuer Widerruf")
- MC-Audit ist eine sachliche Pruefliste fuer den Compliance-Officer
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
backend-compliance
Python/FastAPI service implementing the DSGVO compliance API: DSR, DSFA, consent, controls, risks, evidence, audit, vendor management, ISMS, change requests, document generation.
Port: 8002 (container: bp-compliance-backend)
Stack: Python 3.12, FastAPI, SQLAlchemy 2.x, Alembic, Keycloak auth.
Architecture
compliance/
├── api/ # Routers (thin, ≤30 LOC per handler)
├── services/ # Business logic
├── repositories/ # DB access
├── domain/ # Value objects, domain errors
├── schemas/ # Pydantic models, split per domain
└── db/models/ # SQLAlchemy ORM, one module per aggregate
The service follows this layered target structure but not all files are fully refactored yet. Phase 1 backlog is tracked in .claude/rules/loc-exceptions.txt (27 backend-compliance files currently excepted).
See ../AGENTS.python.md for the full convention and ../.claude/rules/architecture.md for the non-negotiable rules.
Run locally
cd backend-compliance
pip install -r requirements.txt
export COMPLIANCE_DATABASE_URL=... # Postgres (Hetzner or local)
uvicorn main:app --reload --port 8002
Tests
pytest compliance/tests/ -v
pytest --cov=compliance --cov-report=term-missing
Layout: tests/unit/, tests/integration/, tests/contracts/. Contract tests diff /openapi.json against tests/contracts/openapi.baseline.json.
Public API surface
404+ endpoints across /api/v1/*. Grouped by domain: ai, audit, consent, dsfa, dsr, gdpr, vendor, evidence, change-requests, generation, projects, company-profile, isms. Every path is a contract — see the "Public endpoints" rule in the root CLAUDE.md.
Environment
| Var | Purpose |
|---|---|
COMPLIANCE_DATABASE_URL |
Postgres DSN, sslmode=require |
KEYCLOAK_* |
Auth verification |
QDRANT_URL, QDRANT_API_KEY |
Vector search |
CORE_VALKEY_URL |
Session cache |
Don't touch
Database schema, __tablename__, column names, existing migrations under migrations/. See root CLAUDE.md rule 3.