mandatory_content_checker.py keywords break with alternative formulations.
Solution: LLM-based check per mandatory field (9 calls, parallelizable).
For other session to implement alongside Dict→Control migration.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
6 files with hardcoded legal knowledge identified. Review deadline 2026-07-01.
legal_basis_validator.py marked with warning log on every use.
Instruction file for other session to execute migration.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- Migration 086: compliance_agent_scans table (findings, services, corrections)
- agent_history_routes.py: POST /scans (save), GET /scans (list), GET /scans/{id}
- Scan results survive page reloads and can be reviewed later
- Phase 10 (Playwright website scanner) added to product roadmap
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Automated comparison: services mentioned in privacy policy vs. actually
embedded on website. Three categories: undocumented (Art. 13 violation),
outdated (cleanup), correctly documented (check third country only).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Multi-page crawl: scan 5-10 strategic pages (start, footer links) for
chatbot widgets, AI text mentions, and tracking services. Feed results
into relevance filter to reduce false positives.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Addresses false-positive controls like C_TRANSPARENCY being recommended
when no AI usage is evident. Plan for separate implementation session.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Benjamin Admin