Sprint 1 — Foundation (User-Vorgabe 2026-06-08): Foundation: - _base.py: BaseSpecialistAgent ABC + Pydantic Contract (AgentInput/AgentOutput/Finding/Recommendation/McCoverage/EscalationLog). - _base.lint_output(): Disclaimer-Linter verbietet "rechtssicher" / "garantiert" / "gesetzeskonform" — scrubbed inline + Log in notes. - _registry.py: AgentRegistry mit MC-Owner-Mapping (verhindert Doppel-Ownership). - _escalation.py: cascade(local → ovh). qwen2.5:7b default, OVH 120b als Stage-2 (deaktiviert wenn OVH_URL leer). - _rollup.py: deterministisches Dedup ähnlicher actions zu Recommendations mit related_finding_ids[]. - _evidence_vault.py: Pro-Run File-Vault für Playwright-Videos, Screenshots, CSV. SHA256 + manifest.json. DSR-tauglich (delete_run). Agenten: - ImpressumAgent v2 (impressum/agent.py + mcs.py) — konsolidiert v1-Pattern-Match + v2-LLM-MVP unter dem neuen Contract. 12 MCs. - CookiePolicyAgent v1 (cookie_policy/agent.py + mcs.py) — 12 MCs zu Cookie-Richtlinie-Vollständigkeit + KB-Layer für CMP-Vendor-Cross-Check. Tests: 25/25 grün (10 Impressum + 9 Vault + 6 Cookie-Policy). Roadmap: SSE-Test-Endpoint + Frontend-Tab → DSE/AGB-Agents → Cookie-Banner-Themen-Agent → Cross-Doc-Konsistenz-Agent. 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.