feat: confluence benchmark, pattern extractor, agent KB, UX spec

- extract-patterns.js: mines layered arch, ArgoCD appsets, cloud regions,
  CIDR allocations, naming conventions, sync waves, tech stack from code
- agent-kb.js: token-efficient JSON rendering of same doc tree
- eval-confluence-ref-questions.json: 32 reference-only benchmark questions
- wiggum-v2.sh: Ralph Wiggum loop targeting confluence baseline (77.8%)
- docs/human-ux-spec.md: BMad UX designer spec for human doc structure
- Eval results: V2 at 28.7% vs confluence 77.8% baseline
- Hub/spoke ownership now correctly extracted (95% on that question)
- Naming conventions, regions, CIDRs surfaced in system-architecture.md

foxtrot-docs-v3/reference/helm/charts/app-common-charts-loqate-app-charts-installmanager.md

@@ -0,0 +1,60 @@
+# installmanager
+
+![Version: 0.2.3](https://img.shields.io/badge/Version-0.2.3-informational?style=flat-square) ![Type: application](https://img.shields.io/badge/Type-application-informational?style=flat-square) ![AppVersion: 0.1.22799](https://img.shields.io/badge/AppVersion-0.1.22799-informational?style=flat-square)
+
+Download and setup loqate data using installmanager job
+
+**Homepage:** <https://www.loqate.com/en-gb/>
+
+## Maintainers
+
+| Name | Email | Url |
+| ---- | ------ | --- |
+| GBG | <help@gbgplc.com> |  |
+
+## Values
+
+| Key | Type | Default | Description |
+|-----|------|---------|-------------|
+| affinity | object | `{}` |  |
+| annotations | object | `{}` |  |
+| app.dataFolder | string | `""` |  |
+| app.downloadFolder | string | `""` |  |
+| app.downloadOption | string | `""` |  |
+| app.installNeeded | string | `""` |  |
+| app.licenseKey | string | `"EXAMPLEL-ICEN-SEKE-YGOE-SHERE0000000"` |  |
+| app.products | string | `"ALL"` |  |
+| app.referenceDatasetCacheSize | int | `7` |  |
+| app.referencePageCacheSize | int | `12` |  |
+| app.showLog | string | `""` |  |
+| createSecret | bool | `true` |  |
+| image.pullPolicy | string | `"Always"` |  |
+| image.repository | string | `"gcr.io/customer-facing/gbgroup/loqate-verify-install-manager"` |  |
+| image.tag | string | `"latest"` |  |
+| imageCredentials.password | string | `""` |  |
+| imageCredentials.registry | string | `"https://index.docker.io/v1/"` |  |
+| imageCredentials.username | string | `"_json_key"` |  |
+| imagePullSecrets | list | `[]` |  |
+| nodeSelector | object | `{}` |  |
+| podAnnotations | object | `{}` |  |
+| podLabels | object | `{}` |  |
+| podSecurityContext | object | `{}` |  |
+| resources.limits.cpu | string | `"175m"` |  |
+| resources.limits.memory | string | `"1200Mi"` |  |
+| resources.requests.cpu | string | `"150m"` |  |
+| resources.requests.memory | string | `"1000Mi"` |  |
+| securityContext | object | `{}` |  |
+| serviceKey | string | `""` |  |
+| storage.accessModes[0] | string | `"ReadWriteMany"` |  |
+| storage.capacity | string | `"60Gi"` |  |
+| storage.claimOverride | string | `""` |  |
+| storage.class | string | `"hostpath"` |  |
+| storage.mountPath | string | `""` |  |
+| storage.overrideVolume | bool | `false` |  |
+| storage.path | string | `"/run/desktop/mnt/host/c/loqate/data"` |  |
+| storage.server | string | `""` |  |
+| storage.type | string | `"local"` |  |
+| tolerations | list | `[]` |  |
+
+----------------------------------------------
+Autogenerated from chart metadata using [helm-docs v1.14.2](https://github.com/norwoodj/helm-docs/releases/v1.14.2)