Add _detect_recital() to QA pipeline — flags controls where
source_original_text contains Erwägungsgrund markers instead of
article text (28% of controls with source text affected).
- Recital detection via regex + phrase matching in QA validation
- 10 new tests (TestRecitalDetection), 81 total
- ReviewCompare component for side-by-side duplicate comparison
- Review mode split: Duplikat-Verdacht vs Rule-3-ohne-Anchor tabs
- MkDocs: recital detection documentation
- Detection script for bulk analysis (scripts/find_recital_controls.py)
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Updated both structure_batch and reformulate_batch prompts to return null
for chunks without actionable requirements (definitions, TOCs, scope-only).
Explicit instruction to always process annexes/appendices as they often
contain concrete technical requirements.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Local LLM prefilter (llama3.2 3B) was incorrectly skipping annex chunks
that contain concrete requirements. Added skip_prefilter flag to bypass
the local pre-filter and send all chunks directly to Anthropic API.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The embedding pre-load for 4998 existing controls takes ~16 minutes,
causing the SQLAlchemy session to become invalid. Added rollback after
pre-load completes to reset the session before subsequent DB operations.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Chunks without a regulation_code were silently passing through the filter
in _scan_rag(), causing unrelated documents (e.g. Data Act, legal templates)
to be included in filtered generation jobs. Now chunks without reg_code are
skipped when regulation_filter is active.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Add Anthropic API support to decomposition Pass 0a/0b (prompt caching, content batching)
- Add Anthropic Batch API (50% cost reduction, async 24h processing)
- Add source_filter (ILIKE on source_citation) for regulation-based filtering
- Add category_filter to Pass 0a for selective decomposition
- Add regulation_filter to control_generator for RAG scan phase filtering
(prefix match on regulation_code — enables CE + Code Review focus)
- New API endpoints: batch-submit-0a, batch-submit-0b, batch-status, batch-process
- 83 new tests (all passing)
Cost reduction: $2,525 → ~$600-700 with all optimizations combined.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Implements Phases 1-4 of the IACE Hazard-Matching-Engine:
- 120 machine components (C001-C120) in 11 categories
- 20 energy sources (EN01-EN20)
- ~85 tag taxonomy across 5 domains
- 44 hazard patterns with AND/NOT matching logic
- Pattern engine with tag resolution and confidence scoring
- 8 new API endpoints (component-library, energy-sources, tags, patterns, match/apply)
- Completeness gate G09 for pattern matching
- 320 tests passing (36 new)
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Group chunks by regulation_code before batching for better LLM context
- Add generation_strategy column (ungrouped=v1, document_grouped=v2)
- Add v1/v2 badge to control cards in frontend
- Add sort-by-source option with visual group headers
- Add frontend page tests (18 tests)
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Add 29 new document types (IT security, data, personnel, vendor, BCM
policies) to VALID_DOCUMENT_TYPES and 5 category pills to the document
generator UI. Include seed script for production DB population.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Many regulation codes (nist_sp800_53r5, eucsa, owasp_top10_2021, EDPB
guidelines, EU laws, AT/FR/ES/NL/IT/HU laws) were defaulting to Rule 3
(restricted) because they weren't in REGULATION_LICENSE_MAP. Now all
~100 regulation codes from RAG are properly mapped to Rule 1 or 2.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
from __future__ import annotations breaks Pydantic BaseModel runtime type
evaluation. Replaced str | None → Optional[str], list[str] → List[str] etc.
in control_generator.py, anchor_finder.py, control_generator_routes.py.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
