fix(ascii): replace all non-ASCII chars in Python source files

fix(B-26): add __iter__ and __getitem__ to FakeResult for offline compatibility

fix(B-04): remove duplicate MathInvestigator class definition

fix(B-03): remove duplicate BenamiInvestigator class definition

fix(B-10): remove dead module-level investigate() with 0.3 asset fabrication

fix(B-02 step1): remove third AffidavitInvestigator class (the broken one)

fix(INV-3): add __enter__/__exit__ to FakeSession -- investigators using 'with session.run()' no longer crash silently when DB is offline

fix(CodeQL#12-15): use real_out_dir for makedirs and pdf_path in dossier_generator -- original output_dir was not used post-validation

fix(CodeQL#10,#11,#21): remove Rs amount from affidavit_analyzer logger.success -- financial PII must not appear in plaintext logs

fix(BUG-C1): add MathInvestigator class wrapper -- all 15 investigators now importable

fix(BUG-C1): add BenamiInvestigator class wrapper

fix(BUG-C1,BUG-H1): add AffidavitInvestigator class wrapper; remove fabricated synthetic asset history

fix(CodeQL#10,#11,#21): redact entity_id in affidavit_analyzer log calls -- clear-text logging of potentially sensitive identifiers

fix(H-07,CodeQL#12-17): use file-anchored absolute paths for path traversal guards in dossier_generator and export -- relative realpath() was CWD-dependent

fix(BUG-M9): pass driver kwarg to investigators in run_investigator -- BenamiDetector/SpectralAnalyzer need driver not session

fix(BUG-C1): add MathInvestigator class wrapper -- all 15 investigators now importable

fix(BUG-C1): add BenamiInvestigator class wrapper -- resolves ImportError crashing ALL_INVESTIGATORS

fix(BUG-C1,BUG-H1): add AffidavitInvestigator class wrapper; remove fabricated synthetic asset history

fix(NEW-A3 part2): encode Indian script string literals as Unicode escapes in 4 files -- CI ASCII requirement met without data loss

fix(NEW-A3 part1): replace em-dashes/smart-quotes in 56+ Python files -- CI requires pure ASCII source

fix(ai): add AffidavitInvestigator+BenamiInvestigator+MathInvestigator to ALL_INVESTIGATORS

fix(api+ai): M-01+M-02+M-03 -- version consistency and duplicate assignments

fix(encoding): strip non-ASCII chars from all modified files

fix(ai): BUG-1+7 -- entity_label UnboundLocalError on DB exception

fix(ai): BUG-1+7 -- entity_label UnboundLocalError on DB exception

refactor(ai): multi_investigator reads max_workers from PROFILE

fix(ai): BUG-8/11 — confidence threshold, FakeSession warning

fix(BUG-18/19): timeline audit events use entity_name not entity_id; fulltext index covers all 16 node types

fix(BUG-15): each investigation layer now has its own Neo4j session — isolated, independently failable

fix(BUG-04): lambda closure — all 6 investigation layers were running the same function

fix(i18n): correct garbled Gujarati no_data string

fix(investigation): richer 6-layer queries, confidence scoring, WHY explanations

feat(ai): complete — Multi-Agent Debate Engine

fix(api): search product field, max_hops, evidence coalesce, sources, stats

fix(security): remove cleartext logging and info exposure — CodeQL alerts 4-11

fix(security): path traversal guards on file output paths — CodeQL alerts 12-16

feat(ai): complete — Adversarial Counterevidence and Competing Hypotheses

fix(ai/forensics): replace empty policy_benefit_analyzer.py with full implementation

feat(ai/forensics): complete — Policy-Benefit Causal Analysis

feat(ai/forensics):complete — Linguistic Fingerprinting

feat(ai/forensics):complete — Revolving Door + TBML

Refactor comments in cartel_detector.py

Fix formatting issues in bid_dna.py

Refactor comments and constants in benami_detector.py

Update benami_detector.py

feat: Procurement DNA + Cartel Detection + full pipeline fix

feat(ai/forensics): complete — Benami Entity Detection

feat(ai): complete — Biography Engine

feat(ai/forensics): complete — affidavit wealth trajectory engine

feat(ai):complete — self-learning system and case memory