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Snider c3e9153cf3 feat(reversal): Phase 2b — reference distributions, comparator, anomaly detection 
Reference distribution builder:
- BuildReferences() tokenises samples, computes per-domain centroid imprints
- Per-key variance for Mahalanobis distance normalisation

Imprint comparator:
- Compare() returns cosine, KL divergence, Mahalanobis per domain
- Classify() picks best domain with confidence margin
- Symmetric KL with epsilon smoothing, component-weighted

Cross-domain anomaly detection:
- DetectAnomalies() flags model vs imprint domain disagreements
- AnomalyStats tracks rate and confusion pair counts

17 new tests, all race-clean. Phase 2b complete.

Co-Authored-By: Virgil <virgil@lethean.io>
2026-02-20 13:57:51 +00:00
docs docs: add 1B pre-sort pipeline implementation plan 2026-02-19 23:59:41 +00:00
integration feat(calibrate): 1B vs 27B domain calibration tool 2026-02-20 13:51:11 +00:00
locales feat: add grammar table spec and French locale 2026-02-19 17:57:22 +00:00
reversal feat(reversal): Phase 2b — reference distributions, comparator, anomaly detection 2026-02-20 13:57:51 +00:00
.gitignore chore: add gitignore entries for IDE/build artifacts 2026-02-20 09:15:26 +00:00
calibrate.go feat(calibrate): 1B vs 27B domain calibration tool 2026-02-20 13:51:11 +00:00
calibrate_test.go feat(calibrate): 1B vs 27B domain calibration tool 2026-02-20 13:51:11 +00:00
classify.go fix: address Virgil review — 5 fixes for classify pipeline 2026-02-20 00:44:35 +00:00
classify_test.go fix: address Virgil review — 5 fixes for classify pipeline 2026-02-20 00:44:35 +00:00
CLAUDE.md docs: add CLAUDE.md, TODO.md, FINDINGS.md for agent workflow 2026-02-19 15:03:40 +00:00
compose.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
compose_test.go test(i18n): add tests for 8 uncovered files, coverage 69.9% -> 86.6% 2026-02-20 02:09:08 +00:00
context.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
context_test.go test(i18n): add tests for 8 uncovered files, coverage 69.9% -> 86.6% 2026-02-20 02:09:08 +00:00
debug.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
debug_test.go test(i18n): add tests for 8 uncovered files, coverage 69.9% -> 86.6% 2026-02-20 02:09:08 +00:00
FINDINGS.md docs: mark 1B pre-sort pipeline complete 2026-02-20 00:09:49 +00:00
go.mod test(i18n): add tests for 8 uncovered files, coverage 69.9% -> 86.6% 2026-02-20 02:09:08 +00:00
go.sum test(i18n): add tests for 8 uncovered files, coverage 69.9% -> 86.6% 2026-02-20 02:09:08 +00:00
grammar.go feat(reversal): add Tokeniser with verb matching 2026-02-16 23:15:13 +00:00
grammar_test.go feat: add grammar table spec and French locale 2026-02-19 17:57:22 +00:00
handler.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
handler_test.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
hooks.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
hooks_test.go test(i18n): add tests for 8 uncovered files, coverage 69.9% -> 86.6% 2026-02-20 02:09:08 +00:00
i18n.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
i18n_test.go test(i18n): add tests for 8 uncovered files, coverage 69.9% -> 86.6% 2026-02-20 02:09:08 +00:00
language.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
language_test.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
loader.go feat: add grammar table spec and French locale 2026-02-19 17:57:22 +00:00
loader_test.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
localise.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
localise_test.go test(i18n): add tests for 8 uncovered files, coverage 69.9% -> 86.6% 2026-02-20 02:09:08 +00:00
numbers.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
numbers_test.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
REVIEW.md review: post-implementation findings for dual-class disambiguation 2026-02-19 16:50:18 +00:00
service.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
service_test.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
time.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
time_test.go test(i18n): add tests for 8 uncovered files, coverage 69.9% -> 86.6% 2026-02-20 02:09:08 +00:00
TODO.md feat(reversal): Phase 2b — reference distributions, comparator, anomaly detection 2026-02-20 13:57:51 +00:00
transform.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
transform_test.go test(i18n): add tests for 8 uncovered files, coverage 69.9% -> 86.6% 2026-02-20 02:09:08 +00:00
types.go feat: extend irregular verb coverage and add benchmarks 2026-02-19 17:41:29 +00:00
types_test.go feat: grammar-aware i18n module extracted from core 2026-02-16 19:51:27 +00:00
validate.go feat(validate): article and irregular verb validators using 1B model 2026-02-20 09:09:23 +00:00
validate_test.go feat(validate): article and irregular verb validators using 1B model 2026-02-20 09:09:23 +00:00