Publish hardened LumynaX product package

README.md

@@ -37,6 +37,8 @@ python quickstart.py
 ```bash
 python -m sovereigncode.cli evaluate --capsule examples/capsule.restricted-nz-code.json --request examples/request.allowed-local-edit.json
 python -m sovereigncode.cli plan-turn --capsule examples/capsule.restricted-nz-code.json --request examples/request.allowed-local-edit.json --route-request examples/request.code-restricted.json --registry configs/lumynax_model_registry.json
+python -m sovereigncode.cli ui --smoke
+python -m sovereigncode.cli ui --port 8788 --open
 ```
 
 # AbteeX SovereignCode
@@ -67,6 +69,7 @@ The initial product scaffold includes:
 - Personal-detail consent checks for anonymous, pseudonymous, identifiable, and sensitive identifiable contexts.
 - A CLI evaluator for governed code/data requests.
 - A governed coding-turn planner that combines policy, audit, tool grants, and MaramaRoute model selection.
+- A dependency-free browser operator console for policy evaluation and coding-turn planning.
 - Audit-record generation with stable request hashes.
 - Product architecture and launch roadmap.
 - Example capsules for restricted New Zealand source-code work.
@@ -103,6 +106,18 @@ py -3 -m tinyluminax.products.sovereigncode.cli evaluate \
   --allow-denied-exit-zero
 ```
 
+Run the browser operator console:
+
+```bash
+py -3 -m tinyluminax.products.sovereigncode.cli ui --port 8788 --open
+```
+
+Smoke-check the UI routes without opening a browser:
+
+```bash
+py -3 -m tinyluminax.products.sovereigncode.cli ui --smoke
+```
+
 ## Product Modules
 
 | Module | Purpose |
@@ -135,6 +150,7 @@ py -3 -m tinyluminax.products.sovereigncode.cli evaluate \
 | OpenCode provider example | `examples/opencode.marama-route.json` |
 | Personal profile capsule | `examples/capsule.personal-sovereignty-profile.json` |
 | Personal-memory request | `examples/request.personal-memory-read.json` |
+| Browser operator console | `python -m tinyluminax.products.sovereigncode.cli ui` |
 | Product blueprint | `product_blueprint.md` |
 
 ## Source Grounding
@@ -143,7 +159,7 @@ The sovereignty model is inspired by the Data Capsule pattern described in the S
 
 ## Stage
 
-This is a product scaffold, not the final commercial application. The policy engine and router integration are executable now; the terminal UI, tool broker, and full agent loop are the next implementation stage.
+This is an executable platform scaffold, not the final commercial application. The policy engine, router integration, CLI package, and browser operator console are working now; the tool broker, terminal loop, and full autonomous agent loop are the next implementation stage.
 
 
 # AbteeX SovereignCode Product Blueprint

SMOKE_TESTS.md

@@ -5,6 +5,7 @@ Run from the package root:
 ```bash
 pip install -e .
 python quickstart.py
+python -m sovereigncode.cli ui --smoke
 python -m sovereigncode.cli evaluate --capsule examples/capsule.personal-sovereignty-profile.json --request examples/request.personal-memory-read.json
 ```
 

integrations/opencode-provider.json

@@ -0,0 +1,28 @@
+{
+  "$schema": "https://opencode.ai/config.json",
+  "provider": {
+    "abteex-marama": {
+      "npm": "@ai-sdk/openai-compatible",
+      "name": "AbteeX MaramaRoute",
+      "options": {
+        "baseURL": "http://127.0.0.1:8787/v1",
+        "apiKey": "{env:ABTEEX_MARAMA_API_KEY}",
+        "headers": {
+          "X-AbteeX-Route-Jurisdiction": "NZ",
+          "X-AbteeX-Route-Sensitivity": "restricted"
+        }
+      },
+      "models": {
+        "lumynax/auto": {
+          "name": "LumynaX Auto"
+        },
+        "lumynax/code": {
+          "name": "LumynaX Code"
+        },
+        "lumynax/local": {
+          "name": "LumynaX Local"
+        }
+      }
+    }
+  }
+}

marama_route/__init__.py

@@ -8,6 +8,7 @@ from .gateway import (
 )
 from .registry import ModelEndpoint, RoutingRequest, load_model_registry
 from .router import RouteDecision, SovereignModelRouter
+from .ui import smoke_ui as smoke_ui
 
 __all__ = [
     "ModelEndpoint",
@@ -19,4 +20,5 @@ __all__ = [
     "load_model_registry",
     "route_chat_payload",
     "routing_request_from_chat_payload",
+    "smoke_ui",
 ]

marama_route/_ui_server.py

@@ -0,0 +1,115 @@
+from __future__ import annotations
+
+import json
+import socket
+import webbrowser
+from collections.abc import Callable
+from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
+from typing import Any
+from urllib.parse import urlparse
+
+ApiHandler = Callable[[str, str, dict[str, Any] | None], tuple[int, dict[str, Any]]]
+
+
+def find_available_port(host: str, preferred_port: int, *, attempts: int = 50) -> int:
+    start = preferred_port if preferred_port > 0 else 0
+    if start == 0:
+        with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as probe:
+            probe.bind((host, 0))
+            return int(probe.getsockname()[1])
+
+    for port in range(start, start + attempts):
+        with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as probe:
+            probe.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1)
+            try:
+                probe.bind((host, port))
+            except OSError:
+                continue
+            return port
+    raise OSError(f"No available port found from {preferred_port} to {preferred_port + attempts - 1}")
+
+
+def serve_dashboard(
+    *,
+    product_name: str,
+    html: str,
+    api_handler: ApiHandler,
+    host: str,
+    port: int,
+    open_browser: bool = False,
+) -> int:
+    actual_port = find_available_port(host, port)
+
+    class Handler(BaseHTTPRequestHandler):
+        server_version = "AbteeXProductUI/0.1"
+
+        def do_GET(self) -> None:  # noqa: N802 - stdlib handler method name
+            path = urlparse(self.path).path
+            if path == "/":
+                self._send_text(200, html, "text/html; charset=utf-8")
+                return
+            if path.startswith("/api/"):
+                self._send_api("GET", path, None)
+                return
+            self._send_json(404, {"ok": False, "error": "not_found"})
+
+        def do_POST(self) -> None:  # noqa: N802 - stdlib handler method name
+            path = urlparse(self.path).path
+            if not path.startswith("/api/"):
+                self._send_json(404, {"ok": False, "error": "not_found"})
+                return
+            try:
+                length = int(self.headers.get("Content-Length", "0"))
+                raw = self.rfile.read(length).decode("utf-8") if length else "{}"
+                payload = json.loads(raw)
+                if not isinstance(payload, dict):
+                    raise ValueError("JSON body must be an object")
+                self._send_api("POST", path, payload)
+            except Exception as exc:  # defensive API boundary
+                self._send_json(400, {"ok": False, "error": str(exc)})
+
+        def log_message(self, format: str, *args: Any) -> None:  # noqa: A002
+            return
+
+        def _send_api(
+            self,
+            method: str,
+            path: str,
+            payload: dict[str, Any] | None,
+        ) -> None:
+            try:
+                status, response = api_handler(method, path, payload)
+            except Exception as exc:  # defensive API boundary
+                status, response = 500, {"ok": False, "error": str(exc)}
+            self._send_json(status, response)
+
+        def _send_json(self, status: int, payload: dict[str, Any]) -> None:
+            body = json.dumps(payload, indent=2, sort_keys=True).encode("utf-8")
+            self.send_response(status)
+            self.send_header("Content-Type", "application/json; charset=utf-8")
+            self.send_header("Content-Length", str(len(body)))
+            self.send_header("Cache-Control", "no-store")
+            self.end_headers()
+            self.wfile.write(body)
+
+        def _send_text(self, status: int, body: str, content_type: str) -> None:
+            encoded = body.encode("utf-8")
+            self.send_response(status)
+            self.send_header("Content-Type", content_type)
+            self.send_header("Content-Length", str(len(encoded)))
+            self.send_header("Cache-Control", "no-store")
+            self.end_headers()
+            self.wfile.write(encoded)
+
+    server = ThreadingHTTPServer((host, actual_port), Handler)
+    url = f"http://{host}:{actual_port}/"
+    print(f"{product_name} UI listening on {url}")
+    if open_browser:
+        webbrowser.open(url)
+    try:
+        server.serve_forever()
+    except KeyboardInterrupt:
+        print(f"{product_name} UI stopped")
+    finally:
+        server.server_close()
+    return 0

marama_route/cli.py

@@ -41,6 +41,18 @@ def _chat_dry_run(args: argparse.Namespace) -> int:
     return 0 if selected is not None else 2
 
 
+def _ui(args: argparse.Namespace) -> int:
+    from .ui import run_ui
+
+    return run_ui(
+        registry_path=args.registry,
+        host=args.host,
+        port=args.port,
+        open_browser=args.open,
+        smoke=args.smoke,
+    )
+
+
 def build_parser() -> argparse.ArgumentParser:
     parser = argparse.ArgumentParser(
         prog="lumynax-marama-route",
@@ -66,6 +78,17 @@ def build_parser() -> argparse.ArgumentParser:
     chat.add_argument("--registry", type=Path, required=True, help="MaramaRoute model registry JSON.")
     chat.add_argument("--request", type=Path, required=True, help="OpenAI chat request JSON.")
     chat.set_defaults(handler=_chat_dry_run)
+
+    ui = subparsers.add_parser(
+        "ui",
+        help="Launch the local MaramaRoute browser platform.",
+    )
+    ui.add_argument("--registry", type=Path, default=None, help="MaramaRoute model registry JSON.")
+    ui.add_argument("--host", type=str, default="127.0.0.1")
+    ui.add_argument("--port", type=int, default=8787)
+    ui.add_argument("--open", action=argparse.BooleanOptionalAction, default=False)
+    ui.add_argument("--smoke", action=argparse.BooleanOptionalAction, default=False)
+    ui.set_defaults(handler=_ui)
     return parser
 
 

marama_route/configs/default_policy.yaml

@@ -0,0 +1,26 @@
+policy_id: abx-sovereigncode-default-v0
+default_jurisdiction: NZ
+default_resident_regions:
+  - NZ
+high_impact_sensitivity:
+  - personal
+  - restricted
+  - health
+  - iwi
+  - taonga
+default_obligations:
+  - write_immutable_audit_record
+  - preserve_capsule_id_in_agent_trace
+  - show_diff_before_write_or_commit
+denied_without_human_approval:
+  - delete_file
+  - execute_shell
+  - network_export
+  - publish
+  - commit
+remote_model_rule:
+  restricted_data_requires_local_or_lumynax: true
+training_rule:
+  requires_capsule_training_allowed: true
+export_rule:
+  requires_capsule_export_allowed: true

marama_route/configs/lumynax_model_registry.json

@@ -0,0 +1,3251 @@
+{
+  "registry_id": "lumynax-marama-route-registry-v0",
+  "publisher": "AbteeX AI Labs",
+  "source_report": "docs/releases/hf-model-card-v4-refresh-2026-05-11.json",
+  "model_count": 82,
+  "models": [
+    {
+      "model_id": "lumynax-coder-qwen25-05b-instruct-gguf",
+      "repo_id": "AbteeXAILab/lumynax-coder-qwen25-05b-instruct-gguf",
+      "title": "LumynaX Coder Qwen2.5 0.5B Instruct GGUF",
+      "family": "qwen",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 32768,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "qwen2.5-coder-0.5b-instruct-q4_k_m.gguf",
+      "active_params_b": null,
+      "total_params_b": 0.5,
+      "quality_rank": 5,
+      "cost_rank": 2,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "coder",
+        "gguf",
+        "lumynax",
+        "qwen",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "81c904af42045aeac88fa843b8f653d79afa0422",
+        "package_state": "prebuilt_gguf_release",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 491400064
+      }
+    },
+    {
+      "model_id": "lumynax-coder-qwen25-14b-instruct-gguf",
+      "repo_id": "AbteeXAILab/lumynax-coder-qwen25-14b-instruct-gguf",
+      "title": "LumynaX Coder Qwen2.5 14B Instruct GGUF",
+      "family": "qwen",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 32768,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "qwen2.5-coder-14b-instruct-q4_k_m.gguf",
+      "active_params_b": null,
+      "total_params_b": 14.0,
+      "quality_rank": 2,
+      "cost_rank": 6,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "coder",
+        "gguf",
+        "lumynax",
+        "qwen",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "e408c607528af8457900e4237b26184612f16e49",
+        "package_state": "prebuilt_gguf_release",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 8988110272
+      }
+    },
+    {
+      "model_id": "lumynax-coder-qwen25-15b-instruct-gguf",
+      "repo_id": "AbteeXAILab/lumynax-coder-qwen25-15b-instruct-gguf",
+      "title": "LumynaX Coder Qwen2.5 1.5B Instruct GGUF",
+      "family": "qwen",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 32768,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "qwen2.5-coder-1.5b-instruct-q4_k_m.gguf",
+      "active_params_b": null,
+      "total_params_b": 1.5,
+      "quality_rank": 5,
+      "cost_rank": 4,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "coder",
+        "gguf",
+        "lumynax",
+        "qwen",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "cbe84212ed061b79297683f6d6247fd22f1fde7c",
+        "package_state": "prebuilt_gguf_release",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 1117320768
+      }
+    },
+    {
+      "model_id": "lumynax-coder-qwen25-7b-instruct-gguf",
+      "repo_id": "AbteeXAILab/lumynax-coder-qwen25-7b-instruct-gguf",
+      "title": "LumynaX Coder Qwen2.5 7B Instruct GGUF",
+      "family": "qwen",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 32768,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "qwen2.5-coder-7b-instruct-q4_k_m.gguf",
+      "active_params_b": null,
+      "total_params_b": 7.0,
+      "quality_rank": 3,
+      "cost_rank": 6,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "coder",
+        "gguf",
+        "lumynax",
+        "qwen",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "fe5491063e09af13dbdb7fa6cef7f57d5cecc14d",
+        "package_state": "prebuilt_gguf_release",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 4683073536
+      }
+    },
+    {
+      "model_id": "lumynax-embed-bge-m3",
+      "repo_id": "AbteeXAILab/lumynax-embed-bge-m3",
+      "title": "LumynaX Embed BGE M3",
+      "family": "embedding",
+      "runtime": "python_embedding",
+      "modalities": [
+        "text",
+        "embedding"
+      ],
+      "context_tokens": 8192,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "merged_model/pytorch_model.bin",
+      "active_params_b": null,
+      "total_params_b": null,
+      "quality_rank": 4,
+      "cost_rank": 4,
+      "sovereignty_tier": 2,
+      "supports_tools": false,
+      "supports_json": false,
+      "tags": [
+        "embedding",
+        "lumynax",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "05011e1f7ea9cbd714c8fef86695a498685750a8",
+        "package_state": "upstream_weights_hydrated_embedding",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 2273250020
+      }
+    },
+    {
+      "model_id": "lumynax-embed-e5-mistral-7b",
+      "repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b",
+      "title": "LumynaX Embed E5 Mistral 7B",
+      "family": "mistral",
+      "runtime": "python_embedding",
+      "modalities": [
+        "text",
+        "embedding"
+      ],
+      "context_tokens": 8192,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "merged_model/model-00001-of-00002.safetensors",
+      "active_params_b": null,
+      "total_params_b": 7.0,
+      "quality_rank": 3,
+      "cost_rank": 8,
+      "sovereignty_tier": 2,
+      "supports_tools": false,
+      "supports_json": false,
+      "tags": [
+        "embedding",
+        "lumynax",
+        "mistral",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "0c8fc35c248b9bbc951df8904c97f41c51a883c2",
+        "package_state": "upstream_weights_hydrated_embedding",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 14221351904
+      }
+    },
+    {
+      "model_id": "lumynax-frontier-minimax-m25-unsloth",
+      "repo_id": "AbteeXAILab/lumynax-frontier-minimax-m25-unsloth",
+      "title": "LumynaX Frontier MiniMax M2.5 Unsloth",
+      "family": "minimax",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 8192,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "MiniMax-M2.5-UD-TQ1_0.gguf",
+      "active_params_b": null,
+      "total_params_b": null,
+      "quality_rank": 1,
+      "cost_rank": 10,
+      "sovereignty_tier": 3,
+      "supports_tools": false,
+      "supports_json": true,
+      "tags": [
+        "frontier",
+        "general",
+        "lumynax",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "ff328be463825aedd9cec5b8f5fe3fce47f7547f",
+        "package_state": "prebuilt_gguf_release",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 55765943424
+      }
+    },
+    {
+      "model_id": "lumynax-infused-gemma-e4b",
+      "repo_id": "AbteeXAILab/lumynax-infused-gemma-e4b",
+      "title": "LumynaX Infused Gemma E4B Model",
+      "family": "gemma",
+      "runtime": "transformers_multimodal",
+      "modalities": [
+        "text",
+        "image",
+        "audio"
+      ],
+      "context_tokens": 4096,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "merged_model/model.safetensors",
+      "active_params_b": null,
+      "total_params_b": 4.0,
+      "quality_rank": 3,
+      "cost_rank": 8,
+      "sovereignty_tier": 2,
+      "supports_tools": false,
+      "supports_json": true,
+      "tags": [
+        "audio",
+        "gemma",
+        "general",
+        "image",
+        "lumynax",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "71c0d98bc3ac1b90d3d59dbc5505910e6edef6a6",
+        "package_state": "base_weights_hydrated",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 15992595884
+      }
+    },
+    {
+      "model_id": "lumynax-infused-gemma-e4b-text-gguf",
+      "repo_id": "AbteeXAILab/lumynax-infused-gemma-e4b-text-gguf",
+      "title": "LumynaX Infused Gemma E4B Text GGUF",
+      "family": "gemma",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 8192,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "lumynax-infused-gemma-e4b-text-gguf-q4_k_m.gguf",
+      "active_params_b": null,
+      "total_params_b": 4.0,
+      "quality_rank": 3,
+      "cost_rank": 6,
+      "sovereignty_tier": 3,
+      "supports_tools": false,
+      "supports_json": true,
+      "tags": [
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+      "metadata": {
+        "upstream_repo": "ibm-granite/granite-embedding-278m-multilingual",
+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    },
+    {
+      "model_id": "lumynax-frontier-qwen25-72b-instruct-gguf",
+      "repo_id": "AbteeXAILab/lumynax-frontier-qwen25-72b-instruct-gguf",
+      "title": "LumynaX Frontier Qwen2.5 72B Instruct GGUF",
+      "family": "qwen",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 131072,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ",
+        "AU",
+        "global"
+      ],
+      "license_id": "other",
+      "quantization": "Q4_K_M GGUF",
+      "primary_artifact": "Qwen2.5-72B-Instruct-Q4_K_M.gguf",
+      "active_params_b": null,
+      "total_params_b": 72,
+      "quality_rank": 1,
+      "cost_rank": 4,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "frontier",
+        "dense",
+        "qwen",
+        "gguf",
+        "tools",
+        "long-context"
+      ],
+      "metadata": {
+        "upstream_repo": "Qwen/Qwen2.5-72B-Instruct",
+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    },
+    {
+      "model_id": "lumynax-frontier-olmo2-32b-instruct",
+      "repo_id": "AbteeXAILab/lumynax-frontier-olmo2-32b-instruct",
+      "title": "LumynaX Frontier OLMo-2 32B Instruct (fully open)",
+      "family": "olmo",
+      "runtime": "transformers",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 4096,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ",
+        "AU",
+        "global"
+      ],
+      "license_id": "apache-2.0",
+      "quantization": "bf16 safetensors",
+      "primary_artifact": "model.safetensors (sharded)",
+      "active_params_b": null,
+      "total_params_b": 32,
+      "quality_rank": 1,
+      "cost_rank": 4,
+      "sovereignty_tier": 2,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "frontier",
+        "fully-open",
+        "olmo",
+        "allenai",
+        "apache"
+      ],
+      "metadata": {
+        "upstream_repo": "allenai/OLMo-2-0325-32B-Instruct",
+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    },
+    {
+      "model_id": "lumynax-chat-yi-15-34b-gguf",
+      "repo_id": "AbteeXAILab/lumynax-chat-yi-15-34b-gguf",
+      "title": "LumynaX Chat Yi-1.5 34B GGUF (multilingual)",
+      "family": "yi",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 32768,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "apache-2.0",
+      "quantization": "Q4_K_M GGUF",
+      "primary_artifact": "Yi-1.5-34B-Chat-Q4_K_M.gguf",
+      "active_params_b": null,
+      "total_params_b": 34,
+      "quality_rank": 2,
+      "cost_rank": 3,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "chat",
+        "yi",
+        "multilingual",
+        "gguf"
+      ],
+      "metadata": {
+        "upstream_repo": "01-ai/Yi-1.5-34B-Chat",
+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    },
+    {
+      "model_id": "lumynax-reasoning-internlm3-8b-gguf",
+      "repo_id": "AbteeXAILab/lumynax-reasoning-internlm3-8b-gguf",
+      "title": "LumynaX Reasoning InternLM3 8B Instruct GGUF",
+      "family": "internlm",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 32768,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "apache-2.0",
+      "quantization": "Q4_K_M GGUF",
+      "primary_artifact": "internlm3-8b-instruct-Q4_K_M.gguf",
+      "active_params_b": null,
+      "total_params_b": 8,
+      "quality_rank": 2,
+      "cost_rank": 2,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "reasoning",
+        "internlm",
+        "chat",
+        "gguf"
+      ],
+      "metadata": {
+        "upstream_repo": "internlm/internlm3-8b-instruct",
+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    },
+    {
+      "model_id": "lumynax-multimodal-aria-25b-moe",
+      "repo_id": "AbteeXAILab/lumynax-multimodal-aria-25b-moe",
+      "title": "LumynaX Multimodal Aria 25B/3.5B MoE",
+      "family": "aria",
+      "runtime": "transformers_multimodal",
+      "modalities": [
+        "text",
+        "vision"
+      ],
+      "context_tokens": 65536,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ",
+        "AU",
+        "global"
+      ],
+      "license_id": "apache-2.0",
+      "quantization": "bf16 safetensors",
+      "primary_artifact": "model.safetensors (sharded)",
+      "active_params_b": 3.5,
+      "total_params_b": 25,
+      "quality_rank": 2,
+      "cost_rank": 3,
+      "sovereignty_tier": 2,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "multimodal",
+        "vision",
+        "moe",
+        "aria",
+        "apache"
+      ],
+      "metadata": {
+        "upstream_repo": "rhymes-ai/Aria",
+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    },
+    {
+      "model_id": "lumynax-multimodal-llava-next-34b",
+      "repo_id": "AbteeXAILab/lumynax-multimodal-llava-next-34b",
+      "title": "LumynaX Multimodal LLaVA-Next 34B",
+      "family": "llava",
+      "runtime": "transformers_multimodal",
+      "modalities": [
+        "text",
+        "vision"
+      ],
+      "context_tokens": 4096,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ",
+        "AU",
+        "global"
+      ],
+      "license_id": "apache-2.0",
+      "quantization": "bf16 safetensors",
+      "primary_artifact": "model.safetensors (sharded)",
+      "active_params_b": null,
+      "total_params_b": 34,
+      "quality_rank": 2,
+      "cost_rank": 4,
+      "sovereignty_tier": 2,
+      "supports_tools": false,
+      "supports_json": true,
+      "tags": [
+        "multimodal",
+        "vision",
+        "llava",
+        "yi-based"
+      ],
+      "metadata": {
+        "upstream_repo": "liuhaotian/llava-v1.6-34b",
+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    },
+    {
+      "model_id": "lumynax-reasoning-qwq-32b-gguf",
+      "repo_id": "AbteeXAILab/lumynax-reasoning-qwq-32b-gguf",
+      "title": "LumynaX Reasoning QwQ-32B GGUF",
+      "family": "qwen",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 131072,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "apache-2.0",
+      "quantization": "Q4_K_M GGUF",
+      "primary_artifact": "qwq-32b-q4_k_m.gguf",
+      "active_params_b": null,
+      "total_params_b": 32,
+      "quality_rank": 1,
+      "cost_rank": 3,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "reasoning",
+        "qwq",
+        "qwen",
+        "gguf",
+        "chain-of-thought"
+      ],
+      "metadata": {
+        "upstream_repo": "Qwen/QwQ-32B",
+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    },
+    {
+      "model_id": "lumynax-frontier-phi-4-14b-gguf",
+      "repo_id": "AbteeXAILab/lumynax-frontier-phi-4-14b-gguf",
+      "title": "LumynaX Frontier Phi-4 14B GGUF",
+      "family": "phi",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 16384,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "mit",
+      "quantization": "Q4_K_M GGUF",
+      "primary_artifact": "phi-4-Q4_K_M.gguf",
+      "active_params_b": null,
+      "total_params_b": 14,
+      "quality_rank": 2,
+      "cost_rank": 2,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "frontier",
+        "phi",
+        "microsoft",
+        "gguf",
+        "efficient"
+      ],
+      "metadata": {
+        "upstream_repo": "microsoft/phi-4",
+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    }
+  ]
+}

marama_route/configs/provider_aliases.yaml

@@ -0,0 +1,30 @@
+provider_id: abteex-marama
+base_path: /v1
+default_model_alias: lumynax/auto
+aliases:
+  lumynax/auto:
+    task_type: general
+    requires_local: true
+    description: Select the best resident LumynaX model for the request.
+  lumynax/code:
+    task_type: code
+    requires_local: true
+    requires_json: true
+    description: Prefer coder-tagged LumynaX models with tool and JSON support.
+  lumynax/reasoning:
+    task_type: reasoning
+    requires_local: true
+    description: Prefer reasoning-tagged models inside residency constraints.
+  lumynax/multimodal:
+    task_type: multimodal
+    requires_local: false
+    description: Prefer text-plus-image LumynaX models when policy allows.
+default_route:
+  jurisdiction: NZ
+  data_sensitivity: internal
+  min_context_tokens: 4096
+  max_fallbacks: 3
+telemetry:
+  retain_prompt_by_default: false
+  retain_route_decision_days: 365
+  hash_request_payload: true

marama_route/configs/routing_policy.yaml

@@ -0,0 +1,20 @@
+policy_id: lumynax-marama-route-default-v0
+default_jurisdiction: NZ
+default_requires_local: true
+high_sensitivity:
+  - personal
+  - restricted
+  - health
+  - iwi
+  - taonga
+required_for_high_sensitivity:
+  min_sovereignty_tier: 2
+  residency_must_match_request_jurisdiction: true
+  retain_prompt_by_default: false
+preferred_runtimes:
+  - llama_cpp
+  - transformers_multimodal
+  - python_embedding
+fallbacks:
+  max_default_fallbacks: 3
+  include_rejection_reasons: true

marama_route/examples/capsule.personal-sovereignty-profile.json

@@ -0,0 +1,45 @@
+{
+  "capsule_id": "cap-personal-profile-001",
+  "subject_id": "operator-local-profile",
+  "jurisdiction": "NZ",
+  "sensitivity": "personal",
+  "allowed_purposes": [
+    "personal_memory",
+    "coding_assistance",
+    "inference"
+  ],
+  "denied_purposes": [
+    "ad_training",
+    "third_party_resale",
+    "public_leaderboard"
+  ],
+  "resident_regions": [
+    "NZ"
+  ],
+  "data_classes": [
+    "personal",
+    "preferences",
+    "source_code",
+    "runtime_logs"
+  ],
+  "retention_days": 7,
+  "export_allowed": false,
+  "training_allowed": false,
+  "personal_detail_level": "pseudonymous",
+  "consent_scopes": [
+    "personal_memory",
+    "coding_assistance"
+  ],
+  "data_subject_rights": [
+    "access",
+    "correction",
+    "deletion_request",
+    "processing_objection"
+  ],
+  "schema_context": "https://schema.org",
+  "consent_record": "local-profile-consent-v0",
+  "metadata": {
+    "storage": "local_encrypted_profile_store",
+    "prompt_rule": "summarise preferences without exposing raw personal notes"
+  }
+}

marama_route/examples/capsule.restricted-nz-code.json

@@ -0,0 +1,28 @@
+{
+  "capsule_id": "cap-nz-code-001",
+  "subject_id": "abx-workspace",
+  "jurisdiction": "NZ",
+  "sensitivity": "restricted",
+  "allowed_purposes": [
+    "coding_assistance",
+    "inference",
+    "test_generation"
+  ],
+  "denied_purposes": [
+    "ad_training",
+    "third_party_resale"
+  ],
+  "resident_regions": [
+    "NZ"
+  ],
+  "data_classes": [
+    "source_code",
+    "policy",
+    "runtime_logs"
+  ],
+  "retention_days": 14,
+  "export_allowed": false,
+  "training_allowed": false,
+  "schema_context": "https://schema.org",
+  "consent_record": "local-operator-policy-v0"
+}

marama_route/examples/opencode.marama-route.json

@@ -0,0 +1,28 @@
+{
+  "$schema": "https://opencode.ai/config.json",
+  "provider": {
+    "abteex-marama": {
+      "npm": "@ai-sdk/openai-compatible",
+      "name": "AbteeX MaramaRoute",
+      "options": {
+        "baseURL": "http://127.0.0.1:8787/v1",
+        "apiKey": "{env:ABTEEX_MARAMA_API_KEY}",
+        "headers": {
+          "X-AbteeX-Tenant": "{env:ABTEEX_TENANT_ID}",
+          "X-AbteeX-Workspace-Capsule": "{env:SOVEREIGNCODE_CAPSULE_ID}"
+        }
+      },
+      "models": {
+        "lumynax/auto": {
+          "name": "LumynaX Auto Sovereign Route"
+        },
+        "lumynax/code": {
+          "name": "LumynaX Code Route"
+        },
+        "lumynax/reasoning": {
+          "name": "LumynaX Reasoning Route"
+        }
+      }
+    }
+  }
+}

marama_route/examples/request.allowed-local-edit.json

@@ -0,0 +1,15 @@
+{
+  "actor": "developer",
+  "purpose": "coding_assistance",
+  "action": "read_context",
+  "region": "NZ",
+  "model_id": "AbteeXAILab/lumynax-infused-qwen3-8b-gguf",
+  "data_classes": [
+    "source_code"
+  ],
+  "tool_name": "workspace_reader",
+  "writes_files": false,
+  "exports_data": false,
+  "trains_model": false,
+  "human_approved": false
+}

marama_route/examples/request.code-restricted.json

@@ -0,0 +1,14 @@
+{
+  "prompt": "Refactor this private Python service and explain the diff.",
+  "task_type": "code",
+  "modalities": [
+    "text"
+  ],
+  "jurisdiction": "NZ",
+  "data_sensitivity": "restricted",
+  "min_context_tokens": 4096,
+  "requires_local": true,
+  "requires_tools": false,
+  "requires_json": true,
+  "max_fallbacks": 3
+}

marama_route/examples/request.denied-training.json

@@ -0,0 +1,15 @@
+{
+  "actor": "developer",
+  "purpose": "coding_assistance",
+  "action": "train_adapter",
+  "region": "NZ",
+  "model_id": "local/lumynax",
+  "data_classes": [
+    "source_code"
+  ],
+  "tool_name": "trainer",
+  "writes_files": true,
+  "exports_data": false,
+  "trains_model": true,
+  "human_approved": true
+}

marama_route/examples/request.openai-chat-code.json

@@ -0,0 +1,44 @@
+{
+  "model": "lumynax/code",
+  "messages": [
+    {
+      "role": "system",
+      "content": "You are a governed coding assistant for a New Zealand workspace."
+    },
+    {
+      "role": "user",
+      "content": "Refactor this private Python repository function and return a JSON diff plan."
+    }
+  ],
+  "response_format": {
+    "type": "json_object"
+  },
+  "tools": [
+    {
+      "type": "function",
+      "function": {
+        "name": "propose_patch",
+        "description": "Propose a patch without writing it.",
+        "parameters": {
+          "type": "object",
+          "properties": {
+            "files": {
+              "type": "array",
+              "items": { "type": "string" }
+            }
+          }
+        }
+      }
+    }
+  ],
+  "route": {
+    "jurisdiction": "NZ",
+    "data_sensitivity": "restricted",
+    "task_type": "code",
+    "requires_local": true,
+    "requires_tools": true,
+    "requires_json": true,
+    "min_context_tokens": 4096,
+    "max_fallbacks": 3
+  }
+}

marama_route/examples/request.personal-memory-read.json

@@ -0,0 +1,19 @@
+{
+  "actor": "developer",
+  "purpose": "personal_memory",
+  "action": "read_context",
+  "region": "NZ",
+  "model_id": "local/lumynax",
+  "data_classes": [
+    "personal",
+    "preferences"
+  ],
+  "tool_name": "personal_profile_reader",
+  "writes_files": false,
+  "exports_data": false,
+  "trains_model": false,
+  "human_approved": false,
+  "personal_detail_level": "pseudonymous",
+  "consent_scope": "personal_memory",
+  "requested_retention_days": 7
+}

marama_route/integrations/opencode-compatible-provider.md

@@ -0,0 +1,96 @@
+# OpenCode-Compatible Provider Integration
+
+## Goal
+
+Make AbteeX SovereignCode usable from OpenCode and similar coding agents without
+requiring those tools to understand Data Capsules directly.
+
+The integration shape is:
+
+```text
+OpenCode
+  -> OpenAI-compatible provider config
+  -> MaramaRoute gateway `/v1`
+  -> SovereignCode policy and tool broker
+  -> LumynaX model runtime
+```
+
+## Current Compatibility Target
+
+OpenCode supports custom OpenAI-compatible providers through
+`@ai-sdk/openai-compatible` and a provider `baseURL`. OpenRouter exposes an
+OpenAI-like chat endpoint at `/api/v1/chat/completions`, with normalized request
+and response payloads. MaramaRoute should therefore expose:
+
+- `GET /v1/models`
+- `POST /v1/chat/completions`
+- `POST /v1/route`
+- `GET /v1/route/{decision_id}`
+
+References checked on 2026-05-17:
+
+- https://opencode.ai/docs/providers
+- https://openrouter.ai/docs/api-reference/overview/
+- https://openrouter.ai/docs/api-reference/chat-completion
+
+## OpenCode Provider Config
+
+Use `examples/opencode.marama-route.json` as the project-local provider file.
+
+The important fields are:
+
+| Field | Value |
+| --- | --- |
+| `provider.abteex-marama.npm` | `@ai-sdk/openai-compatible` |
+| `provider.abteex-marama.options.baseURL` | Local or hosted MaramaRoute `/v1` URL |
+| `provider.abteex-marama.options.apiKey` | Environment backed key |
+| `provider.abteex-marama.models` | LumynaX model aliases exposed by MaramaRoute |
+
+## SovereignCode Responsibilities
+
+OpenCode sends a normal chat request. SovereignCode and MaramaRoute add:
+
+- capsule resolution from workspace policy files
+- purpose and personal-detail checks before prompt assembly
+- model routing based on residency, modality, task, and sensitivity
+- visible approval gates before file writes, shell commands, network export, or commit
+- audit records for policy decisions and route decisions
+
+## Workspace Files
+
+A governed workspace should carry:
+
+```text
+.sovereigncode/
+  capsule.json
+  tenant-policy.yaml
+  approvals/
+  audit/
+opencode.json
+```
+
+The agent can start with `capsule.json` and `opencode.json`. The full tool
+broker can add approvals and audit persistence in the next build stage.
+
+## Minimum Viable Flow
+
+1. User opens a project in OpenCode.
+2. OpenCode uses the `abteex-marama` provider.
+3. MaramaRoute dry-runs the chat payload and selects a LumynaX model.
+4. SovereignCode checks the workspace Data Capsule before exposing context.
+5. The coding agent proposes a plan.
+6. File writes require a visible diff and an audit record.
+7. Shell, network, commit, and publish actions require explicit approval.
+
+## Similar Clients
+
+Any client that can point at an OpenAI-compatible endpoint should use the same
+gateway:
+
+| Client type | Expected integration |
+| --- | --- |
+| OpenCode | `opencode.json` custom provider |
+| Continue-style IDE assistant | OpenAI-compatible base URL and model ids |
+| Aider-style terminal assistant | OpenAI-compatible base URL and key |
+| Internal agent runner | Direct `/v1/route` and `/v1/chat/completions` calls |
+| Browser console | Same API behind tenant auth |

marama_route/integrations/opencode-provider.json

@@ -0,0 +1,28 @@
+{
+  "$schema": "https://opencode.ai/config.json",
+  "provider": {
+    "abteex-marama": {
+      "npm": "@ai-sdk/openai-compatible",
+      "name": "AbteeX MaramaRoute",
+      "options": {
+        "baseURL": "http://127.0.0.1:8787/v1",
+        "apiKey": "{env:ABTEEX_MARAMA_API_KEY}",
+        "headers": {
+          "X-AbteeX-Route-Jurisdiction": "NZ",
+          "X-AbteeX-Route-Sensitivity": "restricted"
+        }
+      },
+      "models": {
+        "lumynax/auto": {
+          "name": "LumynaX Auto"
+        },
+        "lumynax/code": {
+          "name": "LumynaX Code"
+        },
+        "lumynax/local": {
+          "name": "LumynaX Local"
+        }
+      }
+    }
+  }
+}

marama_route/schemas/data_capsule.schema.json

@@ -0,0 +1,88 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "https://abteex.com/schemas/sovereigncode/data-capsule.schema.json",
+  "title": "AbteeX SovereignCode Data Capsule",
+  "type": "object",
+  "required": ["capsule_id", "subject_id", "jurisdiction", "sensitivity"],
+  "additionalProperties": true,
+  "properties": {
+    "capsule_id": {
+      "type": "string",
+      "minLength": 1
+    },
+    "subject_id": {
+      "type": "string",
+      "minLength": 1
+    },
+    "jurisdiction": {
+      "type": "string",
+      "default": "NZ"
+    },
+    "sensitivity": {
+      "type": "string",
+      "enum": ["public", "internal", "restricted", "personal", "health", "iwi", "taonga"]
+    },
+    "allowed_purposes": {
+      "type": "array",
+      "items": { "type": "string" },
+      "default": ["inference", "coding_assistance"]
+    },
+    "denied_purposes": {
+      "type": "array",
+      "items": { "type": "string" },
+      "default": []
+    },
+    "resident_regions": {
+      "type": "array",
+      "items": { "type": "string" },
+      "default": ["NZ"]
+    },
+    "data_classes": {
+      "type": "array",
+      "items": { "type": "string" },
+      "default": ["source_code"]
+    },
+    "retention_days": {
+      "type": "integer",
+      "minimum": 0,
+      "default": 30
+    },
+    "export_allowed": {
+      "type": "boolean",
+      "default": false
+    },
+    "training_allowed": {
+      "type": "boolean",
+      "default": false
+    },
+    "personal_detail_level": {
+      "type": "string",
+      "enum": ["none", "anonymous", "pseudonymous", "identifiable", "sensitive_identifiable"],
+      "default": "none"
+    },
+    "consent_scopes": {
+      "type": "array",
+      "items": { "type": "string" },
+      "default": []
+    },
+    "data_subject_rights": {
+      "type": "array",
+      "items": { "type": "string" },
+      "default": ["access", "correction", "deletion_request", "processing_objection"]
+    },
+    "revoked": {
+      "type": "boolean",
+      "default": false
+    },
+    "schema_context": {
+      "type": "string",
+      "default": "https://schema.org"
+    },
+    "consent_record": {
+      "type": "string"
+    },
+    "metadata": {
+      "type": "object"
+    }
+  }
+}

marama_route/schemas/openai_chat_route_request.schema.json

@@ -0,0 +1,95 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "https://abteex.com/schemas/marama-route/openai-chat-route-request.schema.json",
+  "title": "MaramaRoute OpenAI-Compatible Chat Route Request",
+  "type": "object",
+  "required": ["messages"],
+  "additionalProperties": true,
+  "properties": {
+    "model": {
+      "type": "string",
+      "default": "lumynax/auto"
+    },
+    "messages": {
+      "type": "array",
+      "items": {
+        "type": "object",
+        "required": ["role", "content"],
+        "properties": {
+          "role": {
+            "type": "string"
+          },
+          "content": {}
+        },
+        "additionalProperties": true
+      }
+    },
+    "tools": {
+      "type": "array"
+    },
+    "response_format": {
+      "type": "object"
+    },
+    "route": {
+      "$ref": "#/$defs/routeOptions"
+    },
+    "routing": {
+      "$ref": "#/$defs/routeOptions"
+    },
+    "metadata": {
+      "type": "object",
+      "properties": {
+        "marama_route": {
+          "$ref": "#/$defs/routeOptions"
+        }
+      },
+      "additionalProperties": true
+    }
+  },
+  "$defs": {
+    "routeOptions": {
+      "type": "object",
+      "additionalProperties": true,
+      "properties": {
+        "jurisdiction": {
+          "type": "string",
+          "default": "NZ"
+        },
+        "data_sensitivity": {
+          "type": "string",
+          "default": "internal"
+        },
+        "task_type": {
+          "type": "string",
+          "enum": ["general", "code", "reasoning", "multimodal", "embedding"]
+        },
+        "min_context_tokens": {
+          "type": "integer",
+          "minimum": 1,
+          "default": 4096
+        },
+        "requires_local": {
+          "type": "boolean",
+          "default": true
+        },
+        "requires_tools": {
+          "type": "boolean",
+          "default": false
+        },
+        "requires_json": {
+          "type": "boolean",
+          "default": false
+        },
+        "license_allowlist": {
+          "type": "array",
+          "items": { "type": "string" }
+        },
+        "max_fallbacks": {
+          "type": "integer",
+          "minimum": 0,
+          "default": 3
+        }
+      }
+    }
+  }
+}

marama_route/ui.py

@@ -0,0 +1,400 @@
+from __future__ import annotations
+
+import json
+from pathlib import Path
+from typing import Any
+
+from ._ui_server import serve_dashboard
+
+from .gateway import build_models_response, route_chat_payload
+from .registry import RoutingRequest, load_model_registry
+from .router import SovereignModelRouter
+
+PRODUCT_NAME = "LumynaX MaramaRoute"
+PACKAGE_ROOT = Path(__file__).resolve().parent
+PACKAGE_PARENT = PACKAGE_ROOT.parent
+
+
+def default_registry_path() -> Path:
+    candidates = [
+        Path.cwd() / "products" / "lumynax-marama-route" / "configs" / "lumynax_model_registry.json",
+        Path.cwd() / "configs" / "lumynax_model_registry.json",
+        PACKAGE_ROOT / "configs" / "lumynax_model_registry.json",
+        PACKAGE_PARENT / "configs" / "lumynax_model_registry.json",
+    ]
+    for path in candidates:
+        if path.exists():
+            return path
+    return candidates[0]
+
+
+def default_openai_chat_request_path() -> Path:
+    candidates = [
+        Path.cwd() / "products" / "lumynax-marama-route" / "examples" / "request.openai-chat-code.json",
+        Path.cwd() / "examples" / "request.openai-chat-code.json",
+        PACKAGE_ROOT / "examples" / "request.openai-chat-code.json",
+        PACKAGE_PARENT / "examples" / "request.openai-chat-code.json",
+    ]
+    for path in candidates:
+        if path.exists():
+            return path
+    return candidates[0]
+
+
+def load_json_mapping(path: Path) -> dict[str, Any]:
+    payload = json.loads(path.read_text(encoding="utf-8-sig"))
+    if not isinstance(payload, dict):
+        raise ValueError(f"Expected JSON object in {path}")
+    return payload
+
+
+def route_dashboard_payload(payload: dict[str, Any], registry_path: Path) -> dict[str, Any]:
+    models = load_model_registry(registry_path)
+    if "messages" in payload:
+        result = route_chat_payload(payload, models)
+        selected = result["route_decision"]["selected_model"]
+        return {
+            "ok": selected is not None,
+            "mode": "openai_chat_dry_run",
+            **result,
+        }
+
+    request = RoutingRequest.from_payload(payload)
+    decision = SovereignModelRouter(models).route(request)
+    return {
+        "ok": decision.selected_model is not None,
+        "mode": "route",
+        "routing_request": request.to_dict(),
+        "route_decision": decision.to_dict(),
+    }
+
+
+def build_dashboard_state(registry_path: Path) -> dict[str, Any]:
+    models = load_model_registry(registry_path)
+    example = (
+        load_json_mapping(default_openai_chat_request_path())
+        if default_openai_chat_request_path().exists()
+        else _fallback_chat_example()
+    )
+    runtimes = sorted({model.runtime for model in models})
+    resident_nz = sum(1 for model in models if "NZ" in model.residency)
+    return {
+        "registry_path": str(registry_path),
+        "model_count": len(models),
+        "resident_nz": resident_nz,
+        "runtimes": runtimes,
+        "example": example,
+        "models": build_models_response(models),
+    }
+
+
+def handle_api_request(
+    method: str,
+    path: str,
+    payload: dict[str, Any] | None,
+    registry_path: Path,
+) -> tuple[int, dict[str, Any]]:
+    if method == "GET" and path == "/api/health":
+        state = build_dashboard_state(registry_path)
+        return 200, {"ok": True, "product": PRODUCT_NAME, "model_count": state["model_count"]}
+    if method == "GET" and path == "/api/models":
+        return 200, build_dashboard_state(registry_path)["models"]
+    if method == "GET" and path == "/api/state":
+        return 200, {"ok": True, **build_dashboard_state(registry_path)}
+    if method == "POST" and path == "/api/route" and payload is not None:
+        status = 200
+        result = route_dashboard_payload(payload, registry_path)
+        if not result["ok"]:
+            status = 422
+        return status, result
+    return 404, {"ok": False, "error": "not_found"}
+
+
+def smoke_ui(registry_path: Path | None = None) -> dict[str, Any]:
+    resolved_registry = registry_path or default_registry_path()
+    state = build_dashboard_state(resolved_registry)
+    routed = route_dashboard_payload(state["example"], resolved_registry)
+    if not routed["ok"]:
+        raise RuntimeError("MaramaRoute UI smoke route did not select a model")
+    return {
+        "ok": True,
+        "product": PRODUCT_NAME,
+        "model_count": state["model_count"],
+        "selected_model": routed["route_decision"]["selected_model"]["model_id"],
+    }
+
+
+def run_ui(
+    *,
+    registry_path: Path | None = None,
+    host: str = "127.0.0.1",
+    port: int = 8787,
+    open_browser: bool = False,
+    smoke: bool = False,
+) -> int:
+    resolved_registry = registry_path or default_registry_path()
+    if smoke:
+        print(json.dumps(smoke_ui(resolved_registry), indent=2, sort_keys=True))
+        return 0
+    html = build_dashboard_html(build_dashboard_state(resolved_registry))
+    return serve_dashboard(
+        product_name=PRODUCT_NAME,
+        html=html,
+        api_handler=lambda method, path, payload: handle_api_request(
+            method,
+            path,
+            payload,
+            resolved_registry,
+        ),
+        host=host,
+        port=port,
+        open_browser=open_browser,
+    )
+
+
+def build_dashboard_html(state: dict[str, Any]) -> str:
+    initial = json.dumps(state, sort_keys=True).replace("</", "<\\/")
+    return f"""<!doctype html>
+<html lang="en">
+<head>
+  <meta charset="utf-8" />
+  <meta name="viewport" content="width=device-width, initial-scale=1" />
+  <title>LumynaX MaramaRoute</title>
+  <style>
+    :root {{
+      --paper: #fffefa;
+      --ink: #0a0a0b;
+      --muted: #726b62;
+      --rule: #ded6c8;
+      --amber: #e08a2c;
+      --amber-dark: #9a5416;
+      --green: #275f45;
+      --red: #8f2e24;
+      --panel: #f7f1e7;
+      --mono: "Cascadia Code", "SFMono-Regular", Menlo, Consolas, monospace;
+      --serif: Georgia, "Iowan Old Style", "Palatino Linotype", serif;
+    }}
+    * {{ box-sizing: border-box; }}
+    body {{
+      margin: 0;
+      background: var(--paper);
+      color: var(--ink);
+      font-family: var(--serif);
+    }}
+    .shell {{
+      min-height: 100vh;
+      display: grid;
+      grid-template-rows: auto 1fr;
+    }}
+    header {{
+      border-bottom: 1px solid var(--rule);
+      padding: 18px 28px 14px;
+      display: grid;
+      grid-template-columns: 1fr auto;
+      gap: 20px;
+      align-items: end;
+    }}
+    h1 {{
+      font-size: clamp(28px, 4vw, 48px);
+      line-height: .95;
+      margin: 0;
+      letter-spacing: 0;
+      font-weight: 700;
+    }}
+    .subtitle, .meta, label, button, select {{
+      font-family: var(--mono);
+      font-size: 12px;
+      letter-spacing: 0;
+    }}
+    .subtitle {{ color: var(--muted); margin-top: 8px; }}
+    .meta {{
+      display: grid;
+      grid-template-columns: repeat(3, minmax(110px, 1fr));
+      gap: 8px;
+      min-width: min(430px, 44vw);
+    }}
+    .metric {{
+      border-left: 2px solid var(--amber);
+      padding: 4px 0 4px 10px;
+    }}
+    .metric strong {{
+      display: block;
+      font-size: 20px;
+      font-family: var(--serif);
+    }}
+    main {{
+      display: grid;
+      grid-template-columns: minmax(330px, 42vw) 1fr;
+      min-height: 0;
+    }}
+    .left, .right {{ padding: 22px; min-width: 0; }}
+    .left {{ border-right: 1px solid var(--rule); background: #fffaf2; }}
+    .toolbar {{
+      display: flex;
+      gap: 8px;
+      align-items: center;
+      flex-wrap: wrap;
+      margin-bottom: 12px;
+    }}
+    textarea, pre, .card {{
+      border: 1px solid var(--rule);
+      background: var(--paper);
+      color: var(--ink);
+      border-radius: 6px;
+    }}
+    textarea {{
+      width: 100%;
+      min-height: 560px;
+      resize: vertical;
+      padding: 14px;
+      font-family: var(--mono);
+      font-size: 12px;
+      line-height: 1.45;
+    }}
+    button {{
+      appearance: none;
+      border: 1px solid var(--ink);
+      background: var(--ink);
+      color: var(--paper);
+      border-radius: 4px;
+      min-height: 34px;
+      padding: 0 12px;
+      cursor: pointer;
+    }}
+    button.secondary {{ background: transparent; color: var(--ink); border-color: var(--rule); }}
+    .status {{
+      display: grid;
+      grid-template-columns: repeat(3, minmax(0, 1fr));
+      gap: 10px;
+      margin-bottom: 14px;
+    }}
+    .card {{ padding: 14px; min-height: 86px; }}
+    .card b {{ display: block; font-size: 12px; font-family: var(--mono); color: var(--muted); }}
+    .card span {{ display: block; margin-top: 8px; font-size: 18px; overflow-wrap: anywhere; }}
+    pre {{
+      margin: 0;
+      padding: 16px;
+      min-height: 520px;
+      max-height: 68vh;
+      overflow: auto;
+      font-family: var(--mono);
+      font-size: 12px;
+      line-height: 1.45;
+    }}
+    .ok {{ color: var(--green); }}
+    .bad {{ color: var(--red); }}
+    @media (max-width: 920px) {{
+      header, main {{ grid-template-columns: 1fr; }}
+      .meta {{ min-width: 0; grid-template-columns: repeat(3, 1fr); }}
+      .left {{ border-right: 0; border-bottom: 1px solid var(--rule); }}
+      textarea {{ min-height: 360px; }}
+    }}
+  </style>
+</head>
+<body>
+  <div class="shell">
+    <header>
+      <div>
+        <h1>LumynaX<br />MaramaRoute</h1>
+        <div class="subtitle">Sovereign model router - OpenAI-compatible route decisions</div>
+      </div>
+      <div class="meta">
+        <div class="metric"><strong id="modelCount">0</strong>models</div>
+        <div class="metric"><strong id="residentCount">0</strong>NZ resident</div>
+        <div class="metric"><strong id="runtimeCount">0</strong>runtimes</div>
+      </div>
+    </header>
+    <main>
+      <section class="left">
+        <div class="toolbar">
+          <button id="routeBtn">Route</button>
+          <button class="secondary" id="exampleBtn">Example</button>
+          <button class="secondary" id="modelsBtn">Models</button>
+        </div>
+        <label for="request">REQUEST JSON</label>
+        <textarea id="request" spellcheck="false"></textarea>
+      </section>
+      <section class="right">
+        <div class="status">
+          <div class="card"><b>SELECTED</b><span id="selected">pending</span></div>
+          <div class="card"><b>MODE</b><span id="mode">pending</span></div>
+          <div class="card"><b>REJECTED</b><span id="rejected">0</span></div>
+        </div>
+        <pre id="output"></pre>
+      </section>
+    </main>
+  </div>
+  <script type="application/json" id="initial-state">{initial}</script>
+  <script>
+    const state = JSON.parse(document.getElementById('initial-state').textContent);
+    const request = document.getElementById('request');
+    const output = document.getElementById('output');
+    const selected = document.getElementById('selected');
+    const mode = document.getElementById('mode');
+    const rejected = document.getElementById('rejected');
+    document.getElementById('modelCount').textContent = state.model_count;
+    document.getElementById('residentCount').textContent = state.resident_nz;
+    document.getElementById('runtimeCount').textContent = state.runtimes.length;
+    request.value = JSON.stringify(state.example, null, 2);
+    output.textContent = JSON.stringify({{status: 'ready', registry: state.registry_path}}, null, 2);
+
+    function setResult(data) {{
+      output.textContent = JSON.stringify(data, null, 2);
+      const decision = data.route_decision || {{}};
+      const model = decision.selected_model || (data.marama_route || {{}}).selected_model;
+      selected.textContent = model ? model.model_id : 'none';
+      selected.className = model ? 'ok' : 'bad';
+      mode.textContent = data.mode || 'models';
+      rejected.textContent = decision.rejected ? decision.rejected.length : 0;
+    }}
+
+    async function postRoute() {{
+      let payload;
+      try {{
+        payload = JSON.parse(request.value);
+      }} catch (error) {{
+        setResult({{ok: false, error: error.message}});
+        return;
+      }}
+      const response = await fetch('/api/route', {{
+        method: 'POST',
+        headers: {{'Content-Type': 'application/json'}},
+        body: JSON.stringify(payload)
+      }});
+      setResult(await response.json());
+    }}
+
+    async function getModels() {{
+      const response = await fetch('/api/models');
+      setResult(await response.json());
+    }}
+
+    document.getElementById('routeBtn').addEventListener('click', postRoute);
+    document.getElementById('exampleBtn').addEventListener('click', () => {{
+      request.value = JSON.stringify(state.example, null, 2);
+    }});
+    document.getElementById('modelsBtn').addEventListener('click', getModels);
+  </script>
+</body>
+</html>"""
+
+
+def _fallback_chat_example() -> dict[str, Any]:
+    return {
+        "model": "lumynax/code",
+        "messages": [
+            {
+                "role": "user",
+                "content": "Refactor this private Python service and return a JSON diff plan.",
+            },
+        ],
+        "response_format": {"type": "json_object"},
+        "route": {
+            "jurisdiction": "NZ",
+            "data_sensitivity": "restricted",
+            "task_type": "code",
+            "requires_local": True,
+            "requires_json": True,
+            "max_fallbacks": 3,
+        },
+    }

product_manifest.json

@@ -25,14 +25,16 @@
   ],
   "runtime_entrypoints": [
     "python -m tinyluminax.products.sovereigncode.cli evaluate",
-    "python -m tinyluminax.products.sovereigncode.cli plan-turn"
+    "python -m tinyluminax.products.sovereigncode.cli plan-turn",
+    "python -m tinyluminax.products.sovereigncode.cli ui"
   ],
   "integration_surfaces": [
     "OpenAI-compatible /v1/chat/completions via MaramaRoute",
     "OpenAI-compatible /v1/models via MaramaRoute",
     "OpenCode custom provider config",
     "local CLI policy evaluator",
-    "governed coding-turn planner"
+    "governed coding-turn planner",
+    "browser operator console"
   ],
   "brand_system": {
     "paper": "#fffefa",

pyproject.toml

@@ -8,7 +8,7 @@ version = "0.2.0"
 description = "AbteeX SovereignCode: local-first coding agent with Data Capsule sovereignty controls."
 readme = "README.md"
 requires-python = ">=3.11"
-license = { text = "Apache-2.0" }
+license = "Apache-2.0"
 authors = [{ name = "AbteeX AI Labs" }]
 keywords = ["lumynax", "sovereignty", "data-capsule", "coding-agent", "opencode", "new-zealand"]
 dependencies = ["PyYAML>=6.0"]
@@ -20,3 +20,12 @@ Lumynax = "https://lumynax.com"
 
 [project.scripts]
 sovereigncode = "sovereigncode.cli:main"
+
+[tool.setuptools.packages.find]
+where = ["."]
+include = ["sovereigncode*", "marama_route*"]
+namespaces = true
+
+[tool.setuptools.package-data]
+sovereigncode = ["configs/*", "examples/*", "integrations/*", "policy-packs/*", "schemas/*"]
+marama_route = ["configs/*", "examples/*", "integrations/*", "schemas/*"]

quickstart.py

@@ -24,6 +24,10 @@ if __name__ == "__main__":
             "--request",
             str(ROOT / "examples" / "request.allowed-local-edit.json"),
         ],
+        [
+            "ui",
+            "--smoke",
+        ],
         [
             "plan-turn",
             "--capsule",

schemas/openai_chat_route_request.schema.json

@@ -0,0 +1,95 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "https://abteex.com/schemas/marama-route/openai-chat-route-request.schema.json",
+  "title": "MaramaRoute OpenAI-Compatible Chat Route Request",
+  "type": "object",
+  "required": ["messages"],
+  "additionalProperties": true,
+  "properties": {
+    "model": {
+      "type": "string",
+      "default": "lumynax/auto"
+    },
+    "messages": {
+      "type": "array",
+      "items": {
+        "type": "object",
+        "required": ["role", "content"],
+        "properties": {
+          "role": {
+            "type": "string"
+          },
+          "content": {}
+        },
+        "additionalProperties": true
+      }
+    },
+    "tools": {
+      "type": "array"
+    },
+    "response_format": {
+      "type": "object"
+    },
+    "route": {
+      "$ref": "#/$defs/routeOptions"
+    },
+    "routing": {
+      "$ref": "#/$defs/routeOptions"
+    },
+    "metadata": {
+      "type": "object",
+      "properties": {
+        "marama_route": {
+          "$ref": "#/$defs/routeOptions"
+        }
+      },
+      "additionalProperties": true
+    }
+  },
+  "$defs": {
+    "routeOptions": {
+      "type": "object",
+      "additionalProperties": true,
+      "properties": {
+        "jurisdiction": {
+          "type": "string",
+          "default": "NZ"
+        },
+        "data_sensitivity": {
+          "type": "string",
+          "default": "internal"
+        },
+        "task_type": {
+          "type": "string",
+          "enum": ["general", "code", "reasoning", "multimodal", "embedding"]
+        },
+        "min_context_tokens": {
+          "type": "integer",
+          "minimum": 1,
+          "default": 4096
+        },
+        "requires_local": {
+          "type": "boolean",
+          "default": true
+        },
+        "requires_tools": {
+          "type": "boolean",
+          "default": false
+        },
+        "requires_json": {
+          "type": "boolean",
+          "default": false
+        },
+        "license_allowlist": {
+          "type": "array",
+          "items": { "type": "string" }
+        },
+        "max_fallbacks": {
+          "type": "integer",
+          "minimum": 0,
+          "default": 3
+        }
+      }
+    }
+  }
+}

sovereigncode/__init__.py

@@ -8,6 +8,7 @@ from .policy import (
     SovereignRequest,
     SovereigntyPolicyEngine,
 )
+from .ui import smoke_ui as smoke_ui
 
 __all__ = [
     "AuditRecord",
@@ -19,4 +20,5 @@ __all__ = [
     "ToolGrant",
     "build_audit_record",
     "plan_coding_turn",
+    "smoke_ui",
 ]

sovereigncode/_ui_server.py

@@ -0,0 +1,115 @@
+from __future__ import annotations
+
+import json
+import socket
+import webbrowser
+from collections.abc import Callable
+from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
+from typing import Any
+from urllib.parse import urlparse
+
+ApiHandler = Callable[[str, str, dict[str, Any] | None], tuple[int, dict[str, Any]]]
+
+
+def find_available_port(host: str, preferred_port: int, *, attempts: int = 50) -> int:
+    start = preferred_port if preferred_port > 0 else 0
+    if start == 0:
+        with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as probe:
+            probe.bind((host, 0))
+            return int(probe.getsockname()[1])
+
+    for port in range(start, start + attempts):
+        with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as probe:
+            probe.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1)
+            try:
+                probe.bind((host, port))
+            except OSError:
+                continue
+            return port
+    raise OSError(f"No available port found from {preferred_port} to {preferred_port + attempts - 1}")
+
+
+def serve_dashboard(
+    *,
+    product_name: str,
+    html: str,
+    api_handler: ApiHandler,
+    host: str,
+    port: int,
+    open_browser: bool = False,
+) -> int:
+    actual_port = find_available_port(host, port)
+
+    class Handler(BaseHTTPRequestHandler):
+        server_version = "AbteeXProductUI/0.1"
+
+        def do_GET(self) -> None:  # noqa: N802 - stdlib handler method name
+            path = urlparse(self.path).path
+            if path == "/":
+                self._send_text(200, html, "text/html; charset=utf-8")
+                return
+            if path.startswith("/api/"):
+                self._send_api("GET", path, None)
+                return
+            self._send_json(404, {"ok": False, "error": "not_found"})
+
+        def do_POST(self) -> None:  # noqa: N802 - stdlib handler method name
+            path = urlparse(self.path).path
+            if not path.startswith("/api/"):
+                self._send_json(404, {"ok": False, "error": "not_found"})
+                return
+            try:
+                length = int(self.headers.get("Content-Length", "0"))
+                raw = self.rfile.read(length).decode("utf-8") if length else "{}"
+                payload = json.loads(raw)
+                if not isinstance(payload, dict):
+                    raise ValueError("JSON body must be an object")
+                self._send_api("POST", path, payload)
+            except Exception as exc:  # defensive API boundary
+                self._send_json(400, {"ok": False, "error": str(exc)})
+
+        def log_message(self, format: str, *args: Any) -> None:  # noqa: A002
+            return
+
+        def _send_api(
+            self,
+            method: str,
+            path: str,
+            payload: dict[str, Any] | None,
+        ) -> None:
+            try:
+                status, response = api_handler(method, path, payload)
+            except Exception as exc:  # defensive API boundary
+                status, response = 500, {"ok": False, "error": str(exc)}
+            self._send_json(status, response)
+
+        def _send_json(self, status: int, payload: dict[str, Any]) -> None:
+            body = json.dumps(payload, indent=2, sort_keys=True).encode("utf-8")
+            self.send_response(status)
+            self.send_header("Content-Type", "application/json; charset=utf-8")
+            self.send_header("Content-Length", str(len(body)))
+            self.send_header("Cache-Control", "no-store")
+            self.end_headers()
+            self.wfile.write(body)
+
+        def _send_text(self, status: int, body: str, content_type: str) -> None:
+            encoded = body.encode("utf-8")
+            self.send_response(status)
+            self.send_header("Content-Type", content_type)
+            self.send_header("Content-Length", str(len(encoded)))
+            self.send_header("Cache-Control", "no-store")
+            self.end_headers()
+            self.wfile.write(encoded)
+
+    server = ThreadingHTTPServer((host, actual_port), Handler)
+    url = f"http://{host}:{actual_port}/"
+    print(f"{product_name} UI listening on {url}")
+    if open_browser:
+        webbrowser.open(url)
+    try:
+        server.serve_forever()
+    except KeyboardInterrupt:
+        print(f"{product_name} UI stopped")
+    finally:
+        server.server_close()
+    return 0

sovereigncode/cli.py

@@ -47,6 +47,21 @@ def _plan_turn(args: argparse.Namespace) -> int:
     return 0 if plan.allowed or args.allow_blocked_exit_zero else 2
 
 
+def _ui(args: argparse.Namespace) -> int:
+    from .ui import run_ui
+
+    return run_ui(
+        capsule_path=args.capsule,
+        request_path=args.request,
+        route_request_path=args.route_request,
+        registry_path=args.registry,
+        host=args.host,
+        port=args.port,
+        open_browser=args.open,
+        smoke=args.smoke,
+    )
+
+
 def build_parser() -> argparse.ArgumentParser:
     parser = argparse.ArgumentParser(
         prog="abteex-sovereigncode",
@@ -90,6 +105,20 @@ def build_parser() -> argparse.ArgumentParser:
         help="Return exit code 0 even when the planned turn is blocked.",
     )
     plan_turn.set_defaults(handler=_plan_turn)
+
+    ui = subparsers.add_parser(
+        "ui",
+        help="Launch the local SovereignCode browser platform.",
+    )
+    ui.add_argument("--capsule", type=Path, default=None, help="Data Capsule JSON/YAML file.")
+    ui.add_argument("--request", type=Path, default=None, help="Sovereign request JSON/YAML file.")
+    ui.add_argument("--route-request", type=Path, default=None, help="MaramaRoute routing request JSON.")
+    ui.add_argument("--registry", type=Path, default=None, help="MaramaRoute model registry JSON.")
+    ui.add_argument("--host", type=str, default="127.0.0.1")
+    ui.add_argument("--port", type=int, default=8788)
+    ui.add_argument("--open", action=argparse.BooleanOptionalAction, default=False)
+    ui.add_argument("--smoke", action=argparse.BooleanOptionalAction, default=False)
+    ui.set_defaults(handler=_ui)
     return parser
 
 

sovereigncode/configs/default_policy.yaml

@@ -0,0 +1,26 @@
+policy_id: abx-sovereigncode-default-v0
+default_jurisdiction: NZ
+default_resident_regions:
+  - NZ
+high_impact_sensitivity:
+  - personal
+  - restricted
+  - health
+  - iwi
+  - taonga
+default_obligations:
+  - write_immutable_audit_record
+  - preserve_capsule_id_in_agent_trace
+  - show_diff_before_write_or_commit
+denied_without_human_approval:
+  - delete_file
+  - execute_shell
+  - network_export
+  - publish
+  - commit
+remote_model_rule:
+  restricted_data_requires_local_or_lumynax: true
+training_rule:
+  requires_capsule_training_allowed: true
+export_rule:
+  requires_capsule_export_allowed: true

sovereigncode/configs/lumynax_model_registry.json

@@ -0,0 +1,3251 @@
+{
+  "registry_id": "lumynax-marama-route-registry-v0",
+  "publisher": "AbteeX AI Labs",
+  "source_report": "docs/releases/hf-model-card-v4-refresh-2026-05-11.json",
+  "model_count": 82,
+  "models": [
+    {
+      "model_id": "lumynax-coder-qwen25-05b-instruct-gguf",
+      "repo_id": "AbteeXAILab/lumynax-coder-qwen25-05b-instruct-gguf",
+      "title": "LumynaX Coder Qwen2.5 0.5B Instruct GGUF",
+      "family": "qwen",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 32768,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "qwen2.5-coder-0.5b-instruct-q4_k_m.gguf",
+      "active_params_b": null,
+      "total_params_b": 0.5,
+      "quality_rank": 5,
+      "cost_rank": 2,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "coder",
+        "gguf",
+        "lumynax",
+        "qwen",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "81c904af42045aeac88fa843b8f653d79afa0422",
+        "package_state": "prebuilt_gguf_release",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 491400064
+      }
+    },
+    {
+      "model_id": "lumynax-coder-qwen25-14b-instruct-gguf",
+      "repo_id": "AbteeXAILab/lumynax-coder-qwen25-14b-instruct-gguf",
+      "title": "LumynaX Coder Qwen2.5 14B Instruct GGUF",
+      "family": "qwen",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 32768,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "qwen2.5-coder-14b-instruct-q4_k_m.gguf",
+      "active_params_b": null,
+      "total_params_b": 14.0,
+      "quality_rank": 2,
+      "cost_rank": 6,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "coder",
+        "gguf",
+        "lumynax",
+        "qwen",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "e408c607528af8457900e4237b26184612f16e49",
+        "package_state": "prebuilt_gguf_release",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 8988110272
+      }
+    },
+    {
+      "model_id": "lumynax-coder-qwen25-15b-instruct-gguf",
+      "repo_id": "AbteeXAILab/lumynax-coder-qwen25-15b-instruct-gguf",
+      "title": "LumynaX Coder Qwen2.5 1.5B Instruct GGUF",
+      "family": "qwen",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 32768,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "qwen2.5-coder-1.5b-instruct-q4_k_m.gguf",
+      "active_params_b": null,
+      "total_params_b": 1.5,
+      "quality_rank": 5,
+      "cost_rank": 4,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "coder",
+        "gguf",
+        "lumynax",
+        "qwen",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "cbe84212ed061b79297683f6d6247fd22f1fde7c",
+        "package_state": "prebuilt_gguf_release",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 1117320768
+      }
+    },
+    {
+      "model_id": "lumynax-coder-qwen25-7b-instruct-gguf",
+      "repo_id": "AbteeXAILab/lumynax-coder-qwen25-7b-instruct-gguf",
+      "title": "LumynaX Coder Qwen2.5 7B Instruct GGUF",
+      "family": "qwen",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 32768,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "qwen2.5-coder-7b-instruct-q4_k_m.gguf",
+      "active_params_b": null,
+      "total_params_b": 7.0,
+      "quality_rank": 3,
+      "cost_rank": 6,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "coder",
+        "gguf",
+        "lumynax",
+        "qwen",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "fe5491063e09af13dbdb7fa6cef7f57d5cecc14d",
+        "package_state": "prebuilt_gguf_release",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 4683073536
+      }
+    },
+    {
+      "model_id": "lumynax-embed-bge-m3",
+      "repo_id": "AbteeXAILab/lumynax-embed-bge-m3",
+      "title": "LumynaX Embed BGE M3",
+      "family": "embedding",
+      "runtime": "python_embedding",
+      "modalities": [
+        "text",
+        "embedding"
+      ],
+      "context_tokens": 8192,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "merged_model/pytorch_model.bin",
+      "active_params_b": null,
+      "total_params_b": null,
+      "quality_rank": 4,
+      "cost_rank": 4,
+      "sovereignty_tier": 2,
+      "supports_tools": false,
+      "supports_json": false,
+      "tags": [
+        "embedding",
+        "lumynax",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "05011e1f7ea9cbd714c8fef86695a498685750a8",
+        "package_state": "upstream_weights_hydrated_embedding",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 2273250020
+      }
+    },
+    {
+      "model_id": "lumynax-embed-e5-mistral-7b",
+      "repo_id": "AbteeXAILab/lumynax-embed-e5-mistral-7b",
+      "title": "LumynaX Embed E5 Mistral 7B",
+      "family": "mistral",
+      "runtime": "python_embedding",
+      "modalities": [
+        "text",
+        "embedding"
+      ],
+      "context_tokens": 8192,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "merged_model/model-00001-of-00002.safetensors",
+      "active_params_b": null,
+      "total_params_b": 7.0,
+      "quality_rank": 3,
+      "cost_rank": 8,
+      "sovereignty_tier": 2,
+      "supports_tools": false,
+      "supports_json": false,
+      "tags": [
+        "embedding",
+        "lumynax",
+        "mistral",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "0c8fc35c248b9bbc951df8904c97f41c51a883c2",
+        "package_state": "upstream_weights_hydrated_embedding",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 14221351904
+      }
+    },
+    {
+      "model_id": "lumynax-frontier-minimax-m25-unsloth",
+      "repo_id": "AbteeXAILab/lumynax-frontier-minimax-m25-unsloth",
+      "title": "LumynaX Frontier MiniMax M2.5 Unsloth",
+      "family": "minimax",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 8192,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "MiniMax-M2.5-UD-TQ1_0.gguf",
+      "active_params_b": null,
+      "total_params_b": null,
+      "quality_rank": 1,
+      "cost_rank": 10,
+      "sovereignty_tier": 3,
+      "supports_tools": false,
+      "supports_json": true,
+      "tags": [
+        "frontier",
+        "general",
+        "lumynax",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "ff328be463825aedd9cec5b8f5fe3fce47f7547f",
+        "package_state": "prebuilt_gguf_release",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 55765943424
+      }
+    },
+    {
+      "model_id": "lumynax-infused-gemma-e4b",
+      "repo_id": "AbteeXAILab/lumynax-infused-gemma-e4b",
+      "title": "LumynaX Infused Gemma E4B Model",
+      "family": "gemma",
+      "runtime": "transformers_multimodal",
+      "modalities": [
+        "text",
+        "image",
+        "audio"
+      ],
+      "context_tokens": 4096,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "merged_model/model.safetensors",
+      "active_params_b": null,
+      "total_params_b": 4.0,
+      "quality_rank": 3,
+      "cost_rank": 8,
+      "sovereignty_tier": 2,
+      "supports_tools": false,
+      "supports_json": true,
+      "tags": [
+        "audio",
+        "gemma",
+        "general",
+        "image",
+        "lumynax",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "71c0d98bc3ac1b90d3d59dbc5505910e6edef6a6",
+        "package_state": "base_weights_hydrated",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 15992595884
+      }
+    },
+    {
+      "model_id": "lumynax-infused-gemma-e4b-text-gguf",
+      "repo_id": "AbteeXAILab/lumynax-infused-gemma-e4b-text-gguf",
+      "title": "LumynaX Infused Gemma E4B Text GGUF",
+      "family": "gemma",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 8192,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "lumynax-infused-gemma-e4b-text-gguf-q4_k_m.gguf",
+      "active_params_b": null,
+      "total_params_b": 4.0,
+      "quality_rank": 3,
+      "cost_rank": 6,
+      "sovereignty_tier": 3,
+      "supports_tools": false,
+      "supports_json": true,
+      "tags": [
+        "gemma",
+        "general",
+        "gguf",
+        "lumynax",
+        "text"
+      ],
+      "metadata": {
+        "hub_sha": "da670d4d4c080f93e37171d69f2e49cbe0740f4c",
+        "package_state": "hf_q4_runtime_bundle",
+        "public_status": "public and non-gated",
+        "validation_status": "pass",
+        "total_weight_size": 5335290080
+      }
+    },
+    {
+      "model_id": "lumynax-infused-gemma4-26b-a4b-gguf",
+      "repo_id": "AbteeXAILab/lumynax-infused-gemma4-26b-a4b-gguf",
+      "title": "LumynaX Infused Gemma4 26B A4B GGUF",
+      "family": "gemma",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 8192,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "see_model_card",
+      "quantization": "see_release_manifest",
+      "primary_artifact": "lumynax-infused-gemma4-26b-a4b-ud-q4_k_m.gguf",
+      "active_params_b": 4.0,
+      "total_params_b": 26.0,
+      "quality_rank": 1,
+      "cost_rank": 8,
+      "sovereignty_tier": 3,
+      "supports_tools": false,
+      "supports_json": true,
+      "tags": [
+        "gemma",
+        "general",
+        "gguf",
+        "lumynax",
+        "text"
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+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    },
+    {
+      "model_id": "lumynax-frontier-olmo2-32b-instruct",
+      "repo_id": "AbteeXAILab/lumynax-frontier-olmo2-32b-instruct",
+      "title": "LumynaX Frontier OLMo-2 32B Instruct (fully open)",
+      "family": "olmo",
+      "runtime": "transformers",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 4096,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ",
+        "AU",
+        "global"
+      ],
+      "license_id": "apache-2.0",
+      "quantization": "bf16 safetensors",
+      "primary_artifact": "model.safetensors (sharded)",
+      "active_params_b": null,
+      "total_params_b": 32,
+      "quality_rank": 1,
+      "cost_rank": 4,
+      "sovereignty_tier": 2,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "frontier",
+        "fully-open",
+        "olmo",
+        "allenai",
+        "apache"
+      ],
+      "metadata": {
+        "upstream_repo": "allenai/OLMo-2-0325-32B-Instruct",
+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    },
+    {
+      "model_id": "lumynax-chat-yi-15-34b-gguf",
+      "repo_id": "AbteeXAILab/lumynax-chat-yi-15-34b-gguf",
+      "title": "LumynaX Chat Yi-1.5 34B GGUF (multilingual)",
+      "family": "yi",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 32768,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "apache-2.0",
+      "quantization": "Q4_K_M GGUF",
+      "primary_artifact": "Yi-1.5-34B-Chat-Q4_K_M.gguf",
+      "active_params_b": null,
+      "total_params_b": 34,
+      "quality_rank": 2,
+      "cost_rank": 3,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "chat",
+        "yi",
+        "multilingual",
+        "gguf"
+      ],
+      "metadata": {
+        "upstream_repo": "01-ai/Yi-1.5-34B-Chat",
+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    },
+    {
+      "model_id": "lumynax-reasoning-internlm3-8b-gguf",
+      "repo_id": "AbteeXAILab/lumynax-reasoning-internlm3-8b-gguf",
+      "title": "LumynaX Reasoning InternLM3 8B Instruct GGUF",
+      "family": "internlm",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 32768,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "apache-2.0",
+      "quantization": "Q4_K_M GGUF",
+      "primary_artifact": "internlm3-8b-instruct-Q4_K_M.gguf",
+      "active_params_b": null,
+      "total_params_b": 8,
+      "quality_rank": 2,
+      "cost_rank": 2,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "reasoning",
+        "internlm",
+        "chat",
+        "gguf"
+      ],
+      "metadata": {
+        "upstream_repo": "internlm/internlm3-8b-instruct",
+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    },
+    {
+      "model_id": "lumynax-multimodal-aria-25b-moe",
+      "repo_id": "AbteeXAILab/lumynax-multimodal-aria-25b-moe",
+      "title": "LumynaX Multimodal Aria 25B/3.5B MoE",
+      "family": "aria",
+      "runtime": "transformers_multimodal",
+      "modalities": [
+        "text",
+        "vision"
+      ],
+      "context_tokens": 65536,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ",
+        "AU",
+        "global"
+      ],
+      "license_id": "apache-2.0",
+      "quantization": "bf16 safetensors",
+      "primary_artifact": "model.safetensors (sharded)",
+      "active_params_b": 3.5,
+      "total_params_b": 25,
+      "quality_rank": 2,
+      "cost_rank": 3,
+      "sovereignty_tier": 2,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "multimodal",
+        "vision",
+        "moe",
+        "aria",
+        "apache"
+      ],
+      "metadata": {
+        "upstream_repo": "rhymes-ai/Aria",
+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    },
+    {
+      "model_id": "lumynax-multimodal-llava-next-34b",
+      "repo_id": "AbteeXAILab/lumynax-multimodal-llava-next-34b",
+      "title": "LumynaX Multimodal LLaVA-Next 34B",
+      "family": "llava",
+      "runtime": "transformers_multimodal",
+      "modalities": [
+        "text",
+        "vision"
+      ],
+      "context_tokens": 4096,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ",
+        "AU",
+        "global"
+      ],
+      "license_id": "apache-2.0",
+      "quantization": "bf16 safetensors",
+      "primary_artifact": "model.safetensors (sharded)",
+      "active_params_b": null,
+      "total_params_b": 34,
+      "quality_rank": 2,
+      "cost_rank": 4,
+      "sovereignty_tier": 2,
+      "supports_tools": false,
+      "supports_json": true,
+      "tags": [
+        "multimodal",
+        "vision",
+        "llava",
+        "yi-based"
+      ],
+      "metadata": {
+        "upstream_repo": "liuhaotian/llava-v1.6-34b",
+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    },
+    {
+      "model_id": "lumynax-reasoning-qwq-32b-gguf",
+      "repo_id": "AbteeXAILab/lumynax-reasoning-qwq-32b-gguf",
+      "title": "LumynaX Reasoning QwQ-32B GGUF",
+      "family": "qwen",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 131072,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "apache-2.0",
+      "quantization": "Q4_K_M GGUF",
+      "primary_artifact": "qwq-32b-q4_k_m.gguf",
+      "active_params_b": null,
+      "total_params_b": 32,
+      "quality_rank": 1,
+      "cost_rank": 3,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "reasoning",
+        "qwq",
+        "qwen",
+        "gguf",
+        "chain-of-thought"
+      ],
+      "metadata": {
+        "upstream_repo": "Qwen/QwQ-32B",
+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    },
+    {
+      "model_id": "lumynax-frontier-phi-4-14b-gguf",
+      "repo_id": "AbteeXAILab/lumynax-frontier-phi-4-14b-gguf",
+      "title": "LumynaX Frontier Phi-4 14B GGUF",
+      "family": "phi",
+      "runtime": "llama_cpp",
+      "modalities": [
+        "text"
+      ],
+      "context_tokens": 16384,
+      "jurisdiction": "NZ",
+      "residency": [
+        "NZ"
+      ],
+      "license_id": "mit",
+      "quantization": "Q4_K_M GGUF",
+      "primary_artifact": "phi-4-Q4_K_M.gguf",
+      "active_params_b": null,
+      "total_params_b": 14,
+      "quality_rank": 2,
+      "cost_rank": 2,
+      "sovereignty_tier": 3,
+      "supports_tools": true,
+      "supports_json": true,
+      "tags": [
+        "frontier",
+        "phi",
+        "microsoft",
+        "gguf",
+        "efficient"
+      ],
+      "metadata": {
+        "upstream_repo": "microsoft/phi-4",
+        "release_version": "v0.1.0",
+        "package_state": "weights_mirrored",
+        "public_status": "public and non-gated",
+        "validation_status": "scaffold_verified"
+      }
+    }
+  ]
+}

sovereigncode/configs/provider_aliases.yaml

@@ -0,0 +1,30 @@
+provider_id: abteex-marama
+base_path: /v1
+default_model_alias: lumynax/auto
+aliases:
+  lumynax/auto:
+    task_type: general
+    requires_local: true
+    description: Select the best resident LumynaX model for the request.
+  lumynax/code:
+    task_type: code
+    requires_local: true
+    requires_json: true
+    description: Prefer coder-tagged LumynaX models with tool and JSON support.
+  lumynax/reasoning:
+    task_type: reasoning
+    requires_local: true
+    description: Prefer reasoning-tagged models inside residency constraints.
+  lumynax/multimodal:
+    task_type: multimodal
+    requires_local: false
+    description: Prefer text-plus-image LumynaX models when policy allows.
+default_route:
+  jurisdiction: NZ
+  data_sensitivity: internal
+  min_context_tokens: 4096
+  max_fallbacks: 3
+telemetry:
+  retain_prompt_by_default: false
+  retain_route_decision_days: 365
+  hash_request_payload: true

sovereigncode/configs/routing_policy.yaml

@@ -0,0 +1,20 @@
+policy_id: lumynax-marama-route-default-v0
+default_jurisdiction: NZ
+default_requires_local: true
+high_sensitivity:
+  - personal
+  - restricted
+  - health
+  - iwi
+  - taonga
+required_for_high_sensitivity:
+  min_sovereignty_tier: 2
+  residency_must_match_request_jurisdiction: true
+  retain_prompt_by_default: false
+preferred_runtimes:
+  - llama_cpp
+  - transformers_multimodal
+  - python_embedding
+fallbacks:
+  max_default_fallbacks: 3
+  include_rejection_reasons: true

sovereigncode/examples/capsule.personal-sovereignty-profile.json

@@ -0,0 +1,45 @@
+{
+  "capsule_id": "cap-personal-profile-001",
+  "subject_id": "operator-local-profile",
+  "jurisdiction": "NZ",
+  "sensitivity": "personal",
+  "allowed_purposes": [
+    "personal_memory",
+    "coding_assistance",
+    "inference"
+  ],
+  "denied_purposes": [
+    "ad_training",
+    "third_party_resale",
+    "public_leaderboard"
+  ],
+  "resident_regions": [
+    "NZ"
+  ],
+  "data_classes": [
+    "personal",
+    "preferences",
+    "source_code",
+    "runtime_logs"
+  ],
+  "retention_days": 7,
+  "export_allowed": false,
+  "training_allowed": false,
+  "personal_detail_level": "pseudonymous",
+  "consent_scopes": [
+    "personal_memory",
+    "coding_assistance"
+  ],
+  "data_subject_rights": [
+    "access",
+    "correction",
+    "deletion_request",
+    "processing_objection"
+  ],
+  "schema_context": "https://schema.org",
+  "consent_record": "local-profile-consent-v0",
+  "metadata": {
+    "storage": "local_encrypted_profile_store",
+    "prompt_rule": "summarise preferences without exposing raw personal notes"
+  }
+}

sovereigncode/examples/capsule.restricted-nz-code.json

@@ -0,0 +1,28 @@
+{
+  "capsule_id": "cap-nz-code-001",
+  "subject_id": "abx-workspace",
+  "jurisdiction": "NZ",
+  "sensitivity": "restricted",
+  "allowed_purposes": [
+    "coding_assistance",
+    "inference",
+    "test_generation"
+  ],
+  "denied_purposes": [
+    "ad_training",
+    "third_party_resale"
+  ],
+  "resident_regions": [
+    "NZ"
+  ],
+  "data_classes": [
+    "source_code",
+    "policy",
+    "runtime_logs"
+  ],
+  "retention_days": 14,
+  "export_allowed": false,
+  "training_allowed": false,
+  "schema_context": "https://schema.org",
+  "consent_record": "local-operator-policy-v0"
+}

sovereigncode/examples/opencode.marama-route.json

@@ -0,0 +1,28 @@
+{
+  "$schema": "https://opencode.ai/config.json",
+  "provider": {
+    "abteex-marama": {
+      "npm": "@ai-sdk/openai-compatible",
+      "name": "AbteeX MaramaRoute",
+      "options": {
+        "baseURL": "http://127.0.0.1:8787/v1",
+        "apiKey": "{env:ABTEEX_MARAMA_API_KEY}",
+        "headers": {
+          "X-AbteeX-Tenant": "{env:ABTEEX_TENANT_ID}",
+          "X-AbteeX-Workspace-Capsule": "{env:SOVEREIGNCODE_CAPSULE_ID}"
+        }
+      },
+      "models": {
+        "lumynax/auto": {
+          "name": "LumynaX Auto Sovereign Route"
+        },
+        "lumynax/code": {
+          "name": "LumynaX Code Route"
+        },
+        "lumynax/reasoning": {
+          "name": "LumynaX Reasoning Route"
+        }
+      }
+    }
+  }
+}

sovereigncode/examples/request.allowed-local-edit.json

@@ -0,0 +1,15 @@
+{
+  "actor": "developer",
+  "purpose": "coding_assistance",
+  "action": "read_context",
+  "region": "NZ",
+  "model_id": "AbteeXAILab/lumynax-infused-qwen3-8b-gguf",
+  "data_classes": [
+    "source_code"
+  ],
+  "tool_name": "workspace_reader",
+  "writes_files": false,
+  "exports_data": false,
+  "trains_model": false,
+  "human_approved": false
+}

sovereigncode/examples/request.code-restricted.json

@@ -0,0 +1,14 @@
+{
+  "prompt": "Refactor this private Python service and explain the diff.",
+  "task_type": "code",
+  "modalities": [
+    "text"
+  ],
+  "jurisdiction": "NZ",
+  "data_sensitivity": "restricted",
+  "min_context_tokens": 4096,
+  "requires_local": true,
+  "requires_tools": false,
+  "requires_json": true,
+  "max_fallbacks": 3
+}

sovereigncode/examples/request.denied-training.json

@@ -0,0 +1,15 @@
+{
+  "actor": "developer",
+  "purpose": "coding_assistance",
+  "action": "train_adapter",
+  "region": "NZ",
+  "model_id": "local/lumynax",
+  "data_classes": [
+    "source_code"
+  ],
+  "tool_name": "trainer",
+  "writes_files": true,
+  "exports_data": false,
+  "trains_model": true,
+  "human_approved": true
+}

sovereigncode/examples/request.openai-chat-code.json

@@ -0,0 +1,44 @@
+{
+  "model": "lumynax/code",
+  "messages": [
+    {
+      "role": "system",
+      "content": "You are a governed coding assistant for a New Zealand workspace."
+    },
+    {
+      "role": "user",
+      "content": "Refactor this private Python repository function and return a JSON diff plan."
+    }
+  ],
+  "response_format": {
+    "type": "json_object"
+  },
+  "tools": [
+    {
+      "type": "function",
+      "function": {
+        "name": "propose_patch",
+        "description": "Propose a patch without writing it.",
+        "parameters": {
+          "type": "object",
+          "properties": {
+            "files": {
+              "type": "array",
+              "items": { "type": "string" }
+            }
+          }
+        }
+      }
+    }
+  ],
+  "route": {
+    "jurisdiction": "NZ",
+    "data_sensitivity": "restricted",
+    "task_type": "code",
+    "requires_local": true,
+    "requires_tools": true,
+    "requires_json": true,
+    "min_context_tokens": 4096,
+    "max_fallbacks": 3
+  }
+}

sovereigncode/examples/request.personal-memory-read.json

@@ -0,0 +1,19 @@
+{
+  "actor": "developer",
+  "purpose": "personal_memory",
+  "action": "read_context",
+  "region": "NZ",
+  "model_id": "local/lumynax",
+  "data_classes": [
+    "personal",
+    "preferences"
+  ],
+  "tool_name": "personal_profile_reader",
+  "writes_files": false,
+  "exports_data": false,
+  "trains_model": false,
+  "human_approved": false,
+  "personal_detail_level": "pseudonymous",
+  "consent_scope": "personal_memory",
+  "requested_retention_days": 7
+}

sovereigncode/integrations/opencode-compatible-provider.md

@@ -0,0 +1,96 @@
+# OpenCode-Compatible Provider Integration
+
+## Goal
+
+Make AbteeX SovereignCode usable from OpenCode and similar coding agents without
+requiring those tools to understand Data Capsules directly.
+
+The integration shape is:
+
+```text
+OpenCode
+  -> OpenAI-compatible provider config
+  -> MaramaRoute gateway `/v1`
+  -> SovereignCode policy and tool broker
+  -> LumynaX model runtime
+```
+
+## Current Compatibility Target
+
+OpenCode supports custom OpenAI-compatible providers through
+`@ai-sdk/openai-compatible` and a provider `baseURL`. OpenRouter exposes an
+OpenAI-like chat endpoint at `/api/v1/chat/completions`, with normalized request
+and response payloads. MaramaRoute should therefore expose:
+
+- `GET /v1/models`
+- `POST /v1/chat/completions`
+- `POST /v1/route`
+- `GET /v1/route/{decision_id}`
+
+References checked on 2026-05-17:
+
+- https://opencode.ai/docs/providers
+- https://openrouter.ai/docs/api-reference/overview/
+- https://openrouter.ai/docs/api-reference/chat-completion
+
+## OpenCode Provider Config
+
+Use `examples/opencode.marama-route.json` as the project-local provider file.
+
+The important fields are:
+
+| Field | Value |
+| --- | --- |
+| `provider.abteex-marama.npm` | `@ai-sdk/openai-compatible` |
+| `provider.abteex-marama.options.baseURL` | Local or hosted MaramaRoute `/v1` URL |
+| `provider.abteex-marama.options.apiKey` | Environment backed key |
+| `provider.abteex-marama.models` | LumynaX model aliases exposed by MaramaRoute |
+
+## SovereignCode Responsibilities
+
+OpenCode sends a normal chat request. SovereignCode and MaramaRoute add:
+
+- capsule resolution from workspace policy files
+- purpose and personal-detail checks before prompt assembly
+- model routing based on residency, modality, task, and sensitivity
+- visible approval gates before file writes, shell commands, network export, or commit
+- audit records for policy decisions and route decisions
+
+## Workspace Files
+
+A governed workspace should carry:
+
+```text
+.sovereigncode/
+  capsule.json
+  tenant-policy.yaml
+  approvals/
+  audit/
+opencode.json
+```
+
+The agent can start with `capsule.json` and `opencode.json`. The full tool
+broker can add approvals and audit persistence in the next build stage.
+
+## Minimum Viable Flow
+
+1. User opens a project in OpenCode.
+2. OpenCode uses the `abteex-marama` provider.
+3. MaramaRoute dry-runs the chat payload and selects a LumynaX model.
+4. SovereignCode checks the workspace Data Capsule before exposing context.
+5. The coding agent proposes a plan.
+6. File writes require a visible diff and an audit record.
+7. Shell, network, commit, and publish actions require explicit approval.
+
+## Similar Clients
+
+Any client that can point at an OpenAI-compatible endpoint should use the same
+gateway:
+
+| Client type | Expected integration |
+| --- | --- |
+| OpenCode | `opencode.json` custom provider |
+| Continue-style IDE assistant | OpenAI-compatible base URL and model ids |
+| Aider-style terminal assistant | OpenAI-compatible base URL and key |
+| Internal agent runner | Direct `/v1/route` and `/v1/chat/completions` calls |
+| Browser console | Same API behind tenant auth |

sovereigncode/integrations/opencode-provider.json

@@ -0,0 +1,28 @@
+{
+  "$schema": "https://opencode.ai/config.json",
+  "provider": {
+    "abteex-marama": {
+      "npm": "@ai-sdk/openai-compatible",
+      "name": "AbteeX MaramaRoute",
+      "options": {
+        "baseURL": "http://127.0.0.1:8787/v1",
+        "apiKey": "{env:ABTEEX_MARAMA_API_KEY}",
+        "headers": {
+          "X-AbteeX-Route-Jurisdiction": "NZ",
+          "X-AbteeX-Route-Sensitivity": "restricted"
+        }
+      },
+      "models": {
+        "lumynax/auto": {
+          "name": "LumynaX Auto"
+        },
+        "lumynax/code": {
+          "name": "LumynaX Code"
+        },
+        "lumynax/local": {
+          "name": "LumynaX Local"
+        }
+      }
+    }
+  }
+}

sovereigncode/policy-packs/nz-personal-sovereignty.yaml

@@ -0,0 +1,59 @@
+policy_id: abx-sovereigncode-nz-personal-sovereignty-v0
+jurisdiction: NZ
+purpose: governed personal, workspace, and community-context coding assistance
+default_residency:
+  - NZ
+allowed_personal_detail_levels:
+  - none
+  - anonymous
+  - pseudonymous
+  - identifiable
+  - sensitive_identifiable
+default_personal_detail_level: pseudonymous
+consent_scopes:
+  coding_assistance:
+    allowed_actions:
+      - read_context
+      - propose_patch
+      - generate_tests
+    blocked_actions_without_approval:
+      - write_file
+      - execute_shell
+      - commit
+      - publish
+      - network_export
+  personal_memory:
+    allowed_actions:
+      - read_preference
+      - summarise_profile
+    blocked_actions_without_approval:
+      - export_profile
+      - train_adapter
+      - share_with_third_party
+retention_defaults:
+  restricted_code_days: 14
+  personal_trace_days: 7
+  audit_record_days: 365
+data_subject_rights:
+  - access
+  - correction
+  - deletion_request
+  - processing_objection
+obligations:
+  - write_immutable_audit_record
+  - minimise_personal_detail_in_prompt
+  - keep_personal_trace_inside_capsule_retention
+  - show_diff_before_write_or_commit
+  - route_only_to_resident_runtime
+  - require_human_review_for_external_effects
+model_rules:
+  high_impact_requires_lumynax_or_local: true
+  restricted_requires_nz_residency: true
+  public_may_route_to_approved_global: true
+export_rules:
+  default_export_allowed: false
+  require_export_manifest: true
+  require_named_recipient: true
+training_rules:
+  default_training_allowed: false
+  require_explicit_capsule_training_allowed: true

sovereigncode/schemas/data_capsule.schema.json

@@ -0,0 +1,88 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "https://abteex.com/schemas/sovereigncode/data-capsule.schema.json",
+  "title": "AbteeX SovereignCode Data Capsule",
+  "type": "object",
+  "required": ["capsule_id", "subject_id", "jurisdiction", "sensitivity"],
+  "additionalProperties": true,
+  "properties": {
+    "capsule_id": {
+      "type": "string",
+      "minLength": 1
+    },
+    "subject_id": {
+      "type": "string",
+      "minLength": 1
+    },
+    "jurisdiction": {
+      "type": "string",
+      "default": "NZ"
+    },
+    "sensitivity": {
+      "type": "string",
+      "enum": ["public", "internal", "restricted", "personal", "health", "iwi", "taonga"]
+    },
+    "allowed_purposes": {
+      "type": "array",
+      "items": { "type": "string" },
+      "default": ["inference", "coding_assistance"]
+    },
+    "denied_purposes": {
+      "type": "array",
+      "items": { "type": "string" },
+      "default": []
+    },
+    "resident_regions": {
+      "type": "array",
+      "items": { "type": "string" },
+      "default": ["NZ"]
+    },
+    "data_classes": {
+      "type": "array",
+      "items": { "type": "string" },
+      "default": ["source_code"]
+    },
+    "retention_days": {
+      "type": "integer",
+      "minimum": 0,
+      "default": 30
+    },
+    "export_allowed": {
+      "type": "boolean",
+      "default": false
+    },
+    "training_allowed": {
+      "type": "boolean",
+      "default": false
+    },
+    "personal_detail_level": {
+      "type": "string",
+      "enum": ["none", "anonymous", "pseudonymous", "identifiable", "sensitive_identifiable"],
+      "default": "none"
+    },
+    "consent_scopes": {
+      "type": "array",
+      "items": { "type": "string" },
+      "default": []
+    },
+    "data_subject_rights": {
+      "type": "array",
+      "items": { "type": "string" },
+      "default": ["access", "correction", "deletion_request", "processing_objection"]
+    },
+    "revoked": {
+      "type": "boolean",
+      "default": false
+    },
+    "schema_context": {
+      "type": "string",
+      "default": "https://schema.org"
+    },
+    "consent_record": {
+      "type": "string"
+    },
+    "metadata": {
+      "type": "object"
+    }
+  }
+}

sovereigncode/schemas/openai_chat_route_request.schema.json

@@ -0,0 +1,95 @@
+{
+  "$schema": "https://json-schema.org/draft/2020-12/schema",
+  "$id": "https://abteex.com/schemas/marama-route/openai-chat-route-request.schema.json",
+  "title": "MaramaRoute OpenAI-Compatible Chat Route Request",
+  "type": "object",
+  "required": ["messages"],
+  "additionalProperties": true,
+  "properties": {
+    "model": {
+      "type": "string",
+      "default": "lumynax/auto"
+    },
+    "messages": {
+      "type": "array",
+      "items": {
+        "type": "object",
+        "required": ["role", "content"],
+        "properties": {
+          "role": {
+            "type": "string"
+          },
+          "content": {}
+        },
+        "additionalProperties": true
+      }
+    },
+    "tools": {
+      "type": "array"
+    },
+    "response_format": {
+      "type": "object"
+    },
+    "route": {
+      "$ref": "#/$defs/routeOptions"
+    },
+    "routing": {
+      "$ref": "#/$defs/routeOptions"
+    },
+    "metadata": {
+      "type": "object",
+      "properties": {
+        "marama_route": {
+          "$ref": "#/$defs/routeOptions"
+        }
+      },
+      "additionalProperties": true
+    }
+  },
+  "$defs": {
+    "routeOptions": {
+      "type": "object",
+      "additionalProperties": true,
+      "properties": {
+        "jurisdiction": {
+          "type": "string",
+          "default": "NZ"
+        },
+        "data_sensitivity": {
+          "type": "string",
+          "default": "internal"
+        },
+        "task_type": {
+          "type": "string",
+          "enum": ["general", "code", "reasoning", "multimodal", "embedding"]
+        },
+        "min_context_tokens": {
+          "type": "integer",
+          "minimum": 1,
+          "default": 4096
+        },
+        "requires_local": {
+          "type": "boolean",
+          "default": true
+        },
+        "requires_tools": {
+          "type": "boolean",
+          "default": false
+        },
+        "requires_json": {
+          "type": "boolean",
+          "default": false
+        },
+        "license_allowlist": {
+          "type": "array",
+          "items": { "type": "string" }
+        },
+        "max_fallbacks": {
+          "type": "integer",
+          "minimum": 0,
+          "default": 3
+        }
+      }
+    }
+  }
+}

sovereigncode/ui.py

@@ -0,0 +1,566 @@
+from __future__ import annotations
+
+import json
+from pathlib import Path
+from typing import Any
+
+from ._ui_server import serve_dashboard
+
+try:
+    from tinyluminax.products.marama_route import RoutingRequest, load_model_registry
+except ModuleNotFoundError:  # standalone HF package
+    from marama_route import (  # type: ignore[no-redef]
+        RoutingRequest,
+        load_model_registry,
+    )
+
+from .audit import build_audit_record
+from .planner import plan_coding_turn
+from .policy import DataCapsule, SovereignRequest, SovereigntyPolicyEngine
+
+PRODUCT_NAME = "AbteeX SovereignCode"
+PACKAGE_ROOT = Path(__file__).resolve().parent
+PACKAGE_PARENT = PACKAGE_ROOT.parent
+
+
+def default_capsule_path() -> Path:
+    return _first_existing(
+        [
+            Path.cwd() / "products" / "abx-sovereigncode" / "examples" / "capsule.restricted-nz-code.json",
+            Path.cwd() / "examples" / "capsule.restricted-nz-code.json",
+            PACKAGE_ROOT / "examples" / "capsule.restricted-nz-code.json",
+            PACKAGE_PARENT / "examples" / "capsule.restricted-nz-code.json",
+        ],
+    )
+
+
+def default_request_path() -> Path:
+    return _first_existing(
+        [
+            Path.cwd() / "products" / "abx-sovereigncode" / "examples" / "request.allowed-local-edit.json",
+            Path.cwd() / "examples" / "request.allowed-local-edit.json",
+            PACKAGE_ROOT / "examples" / "request.allowed-local-edit.json",
+            PACKAGE_PARENT / "examples" / "request.allowed-local-edit.json",
+        ],
+    )
+
+
+def default_personal_capsule_path() -> Path:
+    return _first_existing(
+        [
+            Path.cwd()
+            / "products"
+            / "abx-sovereigncode"
+            / "examples"
+            / "capsule.personal-sovereignty-profile.json",
+            Path.cwd() / "examples" / "capsule.personal-sovereignty-profile.json",
+            PACKAGE_ROOT / "examples" / "capsule.personal-sovereignty-profile.json",
+            PACKAGE_PARENT / "examples" / "capsule.personal-sovereignty-profile.json",
+        ],
+    )
+
+
+def default_personal_request_path() -> Path:
+    return _first_existing(
+        [
+            Path.cwd() / "products" / "abx-sovereigncode" / "examples" / "request.personal-memory-read.json",
+            Path.cwd() / "examples" / "request.personal-memory-read.json",
+            PACKAGE_ROOT / "examples" / "request.personal-memory-read.json",
+            PACKAGE_PARENT / "examples" / "request.personal-memory-read.json",
+        ],
+    )
+
+
+def default_route_request_path() -> Path:
+    return _first_existing(
+        [
+            Path.cwd() / "products" / "lumynax-marama-route" / "examples" / "request.code-restricted.json",
+            Path.cwd() / "examples" / "request.code-restricted.json",
+            PACKAGE_ROOT / "examples" / "request.code-restricted.json",
+            PACKAGE_PARENT / "examples" / "request.code-restricted.json",
+        ],
+    )
+
+
+def default_registry_path() -> Path:
+    return _first_existing(
+        [
+            Path.cwd() / "products" / "lumynax-marama-route" / "configs" / "lumynax_model_registry.json",
+            Path.cwd() / "configs" / "lumynax_model_registry.json",
+            PACKAGE_ROOT / "configs" / "lumynax_model_registry.json",
+            PACKAGE_PARENT / "configs" / "lumynax_model_registry.json",
+        ],
+    )
+
+
+def _first_existing(candidates: list[Path]) -> Path:
+    for path in candidates:
+        if path.exists():
+            return path
+    return candidates[0]
+
+
+def load_json_mapping(path: Path) -> dict[str, Any]:
+    payload = json.loads(path.read_text(encoding="utf-8-sig"))
+    if not isinstance(payload, dict):
+        raise ValueError(f"Expected JSON object in {path}")
+    return payload
+
+
+def evaluate_dashboard_payload(
+    payload: dict[str, Any],
+    registry_path: Path,
+) -> dict[str, Any]:
+    capsule_payload = _mapping(payload.get("capsule"))
+    request_payload = _mapping(payload.get("request"))
+    if not capsule_payload or not request_payload:
+        raise ValueError("Payload must include `capsule` and `request` objects")
+
+    capsule = DataCapsule.from_payload(capsule_payload)
+    request = SovereignRequest.from_payload(request_payload)
+    decision = SovereigntyPolicyEngine().evaluate(capsule, request)
+    audit = build_audit_record(capsule, request, decision)
+    result: dict[str, Any] = {
+        "ok": decision.allowed,
+        "decision": decision.to_dict(),
+        "audit_record": audit.to_dict(),
+    }
+
+    route_payload = _mapping(payload.get("route_request"))
+    if route_payload:
+        models = load_model_registry(registry_path)
+        route_request = RoutingRequest.from_payload(route_payload)
+        plan = plan_coding_turn(capsule, request, route_request, models)
+        result["ok"] = plan.allowed
+        result["plan"] = plan.to_dict()
+    return result
+
+
+def build_dashboard_state(
+    capsule_path: Path,
+    request_path: Path,
+    route_request_path: Path,
+    registry_path: Path,
+) -> dict[str, Any]:
+    personal_capsule = (
+        load_json_mapping(default_personal_capsule_path())
+        if default_personal_capsule_path().exists()
+        else _fallback_personal_capsule()
+    )
+    personal_request = (
+        load_json_mapping(default_personal_request_path())
+        if default_personal_request_path().exists()
+        else _fallback_personal_request()
+    )
+    models = load_model_registry(registry_path)
+    return {
+        "capsule": load_json_mapping(capsule_path),
+        "request": load_json_mapping(request_path),
+        "route_request": load_json_mapping(route_request_path),
+        "personal_capsule": personal_capsule,
+        "personal_request": personal_request,
+        "registry_path": str(registry_path),
+        "model_count": len(models),
+    }
+
+
+def handle_api_request(
+    method: str,
+    path: str,
+    payload: dict[str, Any] | None,
+    registry_path: Path,
+    state: dict[str, Any],
+) -> tuple[int, dict[str, Any]]:
+    if method == "GET" and path == "/api/health":
+        return 200, {
+            "ok": True,
+            "product": PRODUCT_NAME,
+            "model_count": state["model_count"],
+        }
+    if method == "GET" and path == "/api/state":
+        return 200, {"ok": True, **state}
+    if method == "POST" and path in {"/api/evaluate", "/api/plan"} and payload is not None:
+        result = evaluate_dashboard_payload(payload, registry_path)
+        return (200 if result["ok"] else 422), result
+    return 404, {"ok": False, "error": "not_found"}
+
+
+def smoke_ui(
+    *,
+    capsule_path: Path | None = None,
+    request_path: Path | None = None,
+    route_request_path: Path | None = None,
+    registry_path: Path | None = None,
+) -> dict[str, Any]:
+    resolved_capsule = capsule_path or default_capsule_path()
+    resolved_request = request_path or default_request_path()
+    resolved_route = route_request_path or default_route_request_path()
+    resolved_registry = registry_path or default_registry_path()
+    state = build_dashboard_state(
+        resolved_capsule,
+        resolved_request,
+        resolved_route,
+        resolved_registry,
+    )
+    result = evaluate_dashboard_payload(
+        {
+            "capsule": state["capsule"],
+            "request": state["request"],
+            "route_request": state["route_request"],
+        },
+        resolved_registry,
+    )
+    if not result["ok"]:
+        raise RuntimeError("SovereignCode UI smoke plan was blocked")
+    selected = result["plan"]["route_decision"]["selected_model"]["model_id"]
+    return {
+        "ok": True,
+        "product": PRODUCT_NAME,
+        "model_count": state["model_count"],
+        "selected_model": selected,
+    }
+
+
+def run_ui(
+    *,
+    capsule_path: Path | None = None,
+    request_path: Path | None = None,
+    route_request_path: Path | None = None,
+    registry_path: Path | None = None,
+    host: str = "127.0.0.1",
+    port: int = 8788,
+    open_browser: bool = False,
+    smoke: bool = False,
+) -> int:
+    resolved_capsule = capsule_path or default_capsule_path()
+    resolved_request = request_path or default_request_path()
+    resolved_route = route_request_path or default_route_request_path()
+    resolved_registry = registry_path or default_registry_path()
+    if smoke:
+        print(
+            json.dumps(
+                smoke_ui(
+                    capsule_path=resolved_capsule,
+                    request_path=resolved_request,
+                    route_request_path=resolved_route,
+                    registry_path=resolved_registry,
+                ),
+                indent=2,
+                sort_keys=True,
+            ),
+        )
+        return 0
+
+    state = build_dashboard_state(
+        resolved_capsule,
+        resolved_request,
+        resolved_route,
+        resolved_registry,
+    )
+    html = build_dashboard_html(state)
+    return serve_dashboard(
+        product_name=PRODUCT_NAME,
+        html=html,
+        api_handler=lambda method, path, payload: handle_api_request(
+            method,
+            path,
+            payload,
+            resolved_registry,
+            state,
+        ),
+        host=host,
+        port=port,
+        open_browser=open_browser,
+    )
+
+
+def build_dashboard_html(state: dict[str, Any]) -> str:
+    initial = json.dumps(state, sort_keys=True).replace("</", "<\\/")
+    return f"""<!doctype html>
+<html lang="en">
+<head>
+  <meta charset="utf-8" />
+  <meta name="viewport" content="width=device-width, initial-scale=1" />
+  <title>AbteeX SovereignCode</title>
+  <style>
+    :root {{
+      --paper: #fffefa;
+      --ink: #0a0a0b;
+      --muted: #726b62;
+      --rule: #ded6c8;
+      --amber: #e08a2c;
+      --amber-dark: #9a5416;
+      --green: #275f45;
+      --red: #8f2e24;
+      --panel: #f7f1e7;
+      --mono: "Cascadia Code", "SFMono-Regular", Menlo, Consolas, monospace;
+      --serif: Georgia, "Iowan Old Style", "Palatino Linotype", serif;
+    }}
+    * {{ box-sizing: border-box; }}
+    body {{
+      margin: 0;
+      background: var(--paper);
+      color: var(--ink);
+      font-family: var(--serif);
+    }}
+    .shell {{
+      min-height: 100vh;
+      display: grid;
+      grid-template-rows: auto 1fr;
+    }}
+    header {{
+      border-bottom: 1px solid var(--rule);
+      padding: 18px 28px 14px;
+      display: grid;
+      grid-template-columns: 1fr auto;
+      gap: 20px;
+      align-items: end;
+    }}
+    h1 {{
+      font-size: clamp(28px, 4vw, 50px);
+      line-height: .95;
+      margin: 0;
+      letter-spacing: 0;
+    }}
+    .subtitle, .meta, label, button, select {{
+      font-family: var(--mono);
+      font-size: 12px;
+      letter-spacing: 0;
+    }}
+    .subtitle {{ color: var(--muted); margin-top: 8px; }}
+    .meta {{
+      display: grid;
+      grid-template-columns: repeat(3, minmax(110px, 1fr));
+      gap: 8px;
+      min-width: min(430px, 44vw);
+    }}
+    .metric {{
+      border-left: 2px solid var(--amber);
+      padding: 4px 0 4px 10px;
+    }}
+    .metric strong {{
+      display: block;
+      font-size: 20px;
+      font-family: var(--serif);
+    }}
+    main {{
+      display: grid;
+      grid-template-columns: minmax(380px, 45vw) 1fr;
+      min-height: 0;
+    }}
+    .left, .right {{ padding: 22px; min-width: 0; }}
+    .left {{ border-right: 1px solid var(--rule); background: #fffaf2; }}
+    .toolbar {{
+      display: flex;
+      gap: 8px;
+      align-items: center;
+      flex-wrap: wrap;
+      margin-bottom: 12px;
+    }}
+    .editor-grid {{
+      display: grid;
+      gap: 12px;
+    }}
+    textarea, pre, .card {{
+      border: 1px solid var(--rule);
+      background: var(--paper);
+      color: var(--ink);
+      border-radius: 6px;
+    }}
+    textarea {{
+      width: 100%;
+      min-height: 170px;
+      resize: vertical;
+      padding: 12px;
+      font-family: var(--mono);
+      font-size: 12px;
+      line-height: 1.45;
+    }}
+    #routeRequest {{ min-height: 138px; }}
+    button {{
+      appearance: none;
+      border: 1px solid var(--ink);
+      background: var(--ink);
+      color: var(--paper);
+      border-radius: 4px;
+      min-height: 34px;
+      padding: 0 12px;
+      cursor: pointer;
+    }}
+    button.secondary {{ background: transparent; color: var(--ink); border-color: var(--rule); }}
+    .status {{
+      display: grid;
+      grid-template-columns: repeat(3, minmax(0, 1fr));
+      gap: 10px;
+      margin-bottom: 14px;
+    }}
+    .card {{ padding: 14px; min-height: 86px; }}
+    .card b {{ display: block; font-size: 12px; font-family: var(--mono); color: var(--muted); }}
+    .card span {{ display: block; margin-top: 8px; font-size: 18px; overflow-wrap: anywhere; }}
+    pre {{
+      margin: 0;
+      padding: 16px;
+      min-height: 590px;
+      max-height: 72vh;
+      overflow: auto;
+      font-family: var(--mono);
+      font-size: 12px;
+      line-height: 1.45;
+    }}
+    .ok {{ color: var(--green); }}
+    .bad {{ color: var(--red); }}
+    @media (max-width: 980px) {{
+      header, main {{ grid-template-columns: 1fr; }}
+      .meta {{ min-width: 0; grid-template-columns: repeat(3, 1fr); }}
+      .left {{ border-right: 0; border-bottom: 1px solid var(--rule); }}
+      pre {{ min-height: 360px; }}
+    }}
+  </style>
+</head>
+<body>
+  <div class="shell">
+    <header>
+      <div>
+        <h1>AbteeX<br />SovereignCode</h1>
+        <div class="subtitle">Data Capsule policy, model route, tool grants, audit trace</div>
+      </div>
+      <div class="meta">
+        <div class="metric"><strong id="modelCount">0</strong>models</div>
+        <div class="metric"><strong>NZ</strong>resident default</div>
+        <div class="metric"><strong>0</strong>export default</div>
+      </div>
+    </header>
+    <main>
+      <section class="left">
+        <div class="toolbar">
+          <button id="planBtn">Plan Turn</button>
+          <button class="secondary" id="evaluateBtn">Evaluate</button>
+          <button class="secondary" id="restrictedBtn">Restricted</button>
+          <button class="secondary" id="personalBtn">Personal</button>
+        </div>
+        <div class="editor-grid">
+          <div>
+            <label for="capsule">DATA CAPSULE</label>
+            <textarea id="capsule" spellcheck="false"></textarea>
+          </div>
+          <div>
+            <label for="request">SOVEREIGN REQUEST</label>
+            <textarea id="request" spellcheck="false"></textarea>
+          </div>
+          <div>
+            <label for="routeRequest">ROUTE REQUEST</label>
+            <textarea id="routeRequest" spellcheck="false"></textarea>
+          </div>
+        </div>
+      </section>
+      <section class="right">
+        <div class="status">
+          <div class="card"><b>DECISION</b><span id="decision">pending</span></div>
+          <div class="card"><b>MODEL</b><span id="selected">pending</span></div>
+          <div class="card"><b>TOOL GRANTS</b><span id="grants">0</span></div>
+        </div>
+        <pre id="output"></pre>
+      </section>
+    </main>
+  </div>
+  <script type="application/json" id="initial-state">{initial}</script>
+  <script>
+    const state = JSON.parse(document.getElementById('initial-state').textContent);
+    const capsule = document.getElementById('capsule');
+    const request = document.getElementById('request');
+    const routeRequest = document.getElementById('routeRequest');
+    const output = document.getElementById('output');
+    const decision = document.getElementById('decision');
+    const selected = document.getElementById('selected');
+    const grants = document.getElementById('grants');
+    document.getElementById('modelCount').textContent = state.model_count;
+
+    function loadRestricted() {{
+      capsule.value = JSON.stringify(state.capsule, null, 2);
+      request.value = JSON.stringify(state.request, null, 2);
+      routeRequest.value = JSON.stringify(state.route_request, null, 2);
+    }}
+    function loadPersonal() {{
+      capsule.value = JSON.stringify(state.personal_capsule, null, 2);
+      request.value = JSON.stringify(state.personal_request, null, 2);
+      routeRequest.value = JSON.stringify(state.route_request, null, 2);
+    }}
+    loadRestricted();
+    output.textContent = JSON.stringify({{status: 'ready', registry: state.registry_path}}, null, 2);
+
+    function readPayload(includeRoute) {{
+      const payload = {{
+        capsule: JSON.parse(capsule.value),
+        request: JSON.parse(request.value)
+      }};
+      if (includeRoute) payload.route_request = JSON.parse(routeRequest.value);
+      return payload;
+    }}
+    function setResult(data) {{
+      output.textContent = JSON.stringify(data, null, 2);
+      const allowed = data.ok === true;
+      decision.textContent = allowed ? 'allowed' : 'blocked';
+      decision.className = allowed ? 'ok' : 'bad';
+      const plan = data.plan || {{}};
+      const route = plan.route_decision || {{}};
+      const model = route.selected_model;
+      selected.textContent = model ? model.model_id : 'none';
+      selected.className = model ? 'ok' : 'bad';
+      grants.textContent = plan.tool_grants ? plan.tool_grants.length : 0;
+    }}
+    async function submit(includeRoute) {{
+      let payload;
+      try {{
+        payload = readPayload(includeRoute);
+      }} catch (error) {{
+        setResult({{ok: false, error: error.message}});
+        return;
+      }}
+      const response = await fetch(includeRoute ? '/api/plan' : '/api/evaluate', {{
+        method: 'POST',
+        headers: {{'Content-Type': 'application/json'}},
+        body: JSON.stringify(payload)
+      }});
+      setResult(await response.json());
+    }}
+    document.getElementById('planBtn').addEventListener('click', () => submit(true));
+    document.getElementById('evaluateBtn').addEventListener('click', () => submit(false));
+    document.getElementById('restrictedBtn').addEventListener('click', loadRestricted);
+    document.getElementById('personalBtn').addEventListener('click', loadPersonal);
+  </script>
+</body>
+</html>"""
+
+
+def _mapping(value: object) -> dict[str, Any]:
+    return dict(value) if isinstance(value, dict) else {}
+
+
+def _fallback_personal_capsule() -> dict[str, Any]:
+    return {
+        "capsule_id": "cap-personal-profile-001",
+        "subject_id": "operator-local-profile",
+        "jurisdiction": "NZ",
+        "sensitivity": "personal",
+        "allowed_purposes": ["personal_memory", "coding_assistance"],
+        "resident_regions": ["NZ"],
+        "data_classes": ["personal", "preferences", "source_code"],
+        "retention_days": 7,
+        "export_allowed": False,
+        "training_allowed": False,
+        "personal_detail_level": "pseudonymous",
+        "consent_scopes": ["personal_memory", "coding_assistance"],
+    }
+
+
+def _fallback_personal_request() -> dict[str, Any]:
+    return {
+        "actor": "developer",
+        "purpose": "personal_memory",
+        "action": "read_context",
+        "region": "NZ",
+        "model_id": "local/lumynax",
+        "data_classes": ["personal", "preferences"],
+        "personal_detail_level": "pseudonymous",
+        "consent_scope": "personal_memory",
+    }