phase 5: edge transforms, soleprint-ui rename, infra fixes

- pipeline edge transforms: stages can declare accepted_transforms,
  edges carry a transform dict, runner injects per-stage and nodes
  apply (e.g. invert_mask before edge detection); editable from UI
  via PUT /config/edge-transform
- rename mpr-ui-framework -> soleprint-ui (now an external package
  synced via .spr from /home/mariano/wdir/spr); add @vue-flow/core
  and uplot to detection-app so linked package resolves them
- Tiltfile guards kubectl context, k8s commands pin --context kind-mpr
- kind-config: gateway on hostPort 30080 (Caddy fronts mpr.local.ar)
- modelgen: pyproject.toml, .spr marker, dict default_factory support

core/api/detect/config.py

@@ -38,6 +38,14 @@ class StageOutputHintInfo(BaseModel):
     src_format: str = "png"
 
 
+class TransformOptionInfo(BaseModel):
+    key: str
+    type: str
+    default: object = False
+    label: str = ""
+    description: str = ""
+
+
 class StageConfigInfo(BaseModel):
     name: str
     label: str
@@ -45,6 +53,7 @@ class StageConfigInfo(BaseModel):
     category: str
     config_fields: list[dict]
     output_hints: list[StageOutputHintInfo] = []
+    accepted_transforms: list[TransformOptionInfo] = []
     reads: list[str]
     writes: list[str]
 
@@ -87,6 +96,51 @@ def get_pipeline_config(profile_name: str):
     return profile["pipeline"]
 
 
+class UpdateEdgeTransformRequest(BaseModel):
+    profile_name: str = "soccer_broadcast"
+    source_stage: str
+    target_stage: str
+    transform: dict
+
+
+@router.put("/config/edge-transform")
+def update_edge_transform(req: UpdateEdgeTransformRequest):
+    """Update the transform on an edge in a profile's pipeline config."""
+    from uuid import UUID
+    from core.db.models import Profile
+    from core.db.connection import get_session
+    from sqlmodel import select
+    from fastapi import HTTPException
+
+    with get_session() as session:
+        stmt = select(Profile).where(Profile.name == req.profile_name)
+        profile = session.exec(stmt).first()
+        if not profile:
+            raise HTTPException(status_code=404, detail=f"Profile not found: {req.profile_name}")
+
+        pipeline = dict(profile.pipeline)
+        edges = pipeline.get("edges", [])
+
+        found = False
+        for edge in edges:
+            if edge.get("source") == req.source_stage and edge.get("target") == req.target_stage:
+                edge["transform"] = req.transform
+                found = True
+                break
+
+        if not found:
+            raise HTTPException(
+                status_code=404,
+                detail=f"Edge not found: {req.source_stage} → {req.target_stage}",
+            )
+
+        pipeline["edges"] = edges
+        profile.pipeline = pipeline
+        session.commit()
+
+    return {"status": "updated", "edge": f"{req.source_stage} → {req.target_stage}", "transform": req.transform}
+
+
 @router.get("/config/stages", response_model=list[StageConfigInfo])
 def list_stage_configs():
     """Return the stage palette with config field metadata for the editor."""
@@ -137,6 +191,13 @@ def _stage_to_info(stage) -> StageConfigInfo:
             )
             for h in getattr(stage, "output_hints", [])
         ],
+        accepted_transforms=[
+            TransformOptionInfo(
+                key=t.key, type=t.type, default=t.default,
+                label=t.label, description=t.description,
+            )
+            for t in getattr(stage, "accepted_transforms", [])
+        ],
         reads=stage.io.reads,
         writes=stage.io.writes,
     )

core/db/fixtures/soccer_broadcast.json

@@ -54,7 +54,8 @@
       },
       {
         "source": "field_segmentation",
-        "target": "detect_edges"
+        "target": "detect_edges",
+        "transform": {"invert_mask": true}
       },
       {
         "source": "field_segmentation",

core/detect/graph/nodes.py

@@ -162,6 +162,16 @@ def node_detect_edges(state: DetectState) -> dict:
         field_masks = state.get("field_masks", {})
         job_id = state.get("job_id")
 
+        # Apply edge transforms from upstream connections
+        edge_transforms = state.get("_edge_transforms", {})
+        for source_stage, transform in edge_transforms.items():
+            if transform.get("invert_mask") and field_masks:
+                import numpy as np
+                field_masks = {
+                    seq: np.bitwise_not(mask) if mask is not None else None
+                    for seq, mask in field_masks.items()
+                }
+
         regions = detect_edge_regions(
             frames, config, inference_url=INFERENCE_URL, job_id=job_id,
             field_masks=field_masks,

core/detect/graph/runner.py

@@ -213,6 +213,13 @@ class PipelineRunner:
         self.config = config
         self.do_checkpoint = checkpoint
         self.stage_sequence = _flatten_config(config, start_from)
+        # Build edge transform lookup: {target_stage: {source_stage: transform_dict}}
+        self._edge_transforms: dict[str, dict[str, dict]] = {}
+        for edge in config.edges:
+            if edge.transform:
+                if edge.target not in self._edge_transforms:
+                    self._edge_transforms[edge.target] = {}
+                self._edge_transforms[edge.target][edge.source] = edge.transform
 
     def invoke(self, state: DetectState) -> DetectState:
         """Run the pipeline on the given state. Returns final state."""
@@ -224,6 +231,14 @@ class PipelineRunner:
             if check and check():
                 raise PipelineCancelled(f"Cancelled before {stage_name}")
 
+            # Inject edge transforms into state so the stage can read them.
+            # Compatible with LangGraph — just a state dict key.
+            transforms = self._edge_transforms.get(stage_name, {})
+            if transforms:
+                state["_edge_transforms"] = transforms
+            elif "_edge_transforms" in state:
+                del state["_edge_transforms"]
+
             # 2. Run node function
             node_fn = _NODE_FN_MAP.get(stage_name)
             if node_fn is None:

core/detect/stages/field_segmentation.py

@@ -25,6 +25,7 @@ from core.detect.stages.models import (
     StageDefinition,
     StageIO,
     StageOutputHint,
+    TransformOption,
 )
 
 logger = logging.getLogger(__name__)
@@ -54,6 +55,9 @@ class FieldSegmentationStage(Stage):
         output_hints=[
             StageOutputHint(key="mask_overlay_b64", type="overlay", label="Field mask", default_opacity=0.5, src_format="png"),
         ],
+        accepted_transforms=[
+            TransformOption(key="invert_mask", type="bool", default=False, label="Invert selection", description="Invert the mask so downstream stages look outside the detected area"),
+        ],
     )
 
 

core/detect/stages/models.py

@@ -35,6 +35,14 @@ class StageOutputHint(BaseModel):
     default_opacity: float = 0.5
     src_format: str = "png"
 
+class TransformOption(BaseModel):
+    """A transform the stage accepts on its incoming edges."""
+    key: str
+    type: str
+    default: Any = False
+    label: str = ""
+    description: str = ""
+
 class StageDefinition(BaseModel):
     """Complete metadata for a pipeline stage."""
     name: str
@@ -44,6 +52,7 @@ class StageDefinition(BaseModel):
     io: StageIO
     config_fields: List[StageConfigField] = Field(default_factory=list)
     output_hints: List[StageOutputHint] = Field(default_factory=list)
+    accepted_transforms: List[TransformOption] = Field(default_factory=list)
     tracks_element: Optional[str] = None
 
 class FrameExtractionConfig(BaseModel):
@@ -105,6 +114,7 @@ class Edge(BaseModel):
     source: str
     target: str
     condition: str = ""
+    transform: Dict[str, Any] = Field(default_factory=dict)
 
 class PipelineConfig(BaseModel):
     """Pipeline graph topology + routing rules."""
@@ -112,4 +122,4 @@ class PipelineConfig(BaseModel):
     profile_name: str
     stages: List[StageRef] = Field(default_factory=list)
     edges: List[Edge] = Field(default_factory=list)
-    routing_rules: Dict[str, Any]
+    routing_rules: Dict[str, Any] = Field(default_factory=dict)

core/schema/models/stage.py

@@ -35,6 +35,16 @@ class StageIO:
     optional_reads: List[str] = field(default_factory=list)
 
 
+@dataclass
+class TransformOption:
+    """A transform the stage accepts on its incoming edges."""
+    key: str
+    type: str          # "bool", "float", "int", "str"
+    default: Any = False
+    label: str = ""
+    description: str = ""
+
+
 @dataclass
 class StageOutputHint:
     """How to render a stage output in the compare/editor views."""
@@ -55,6 +65,7 @@ class StageDefinition:
     io: StageIO = field(default_factory=StageIO)
     config_fields: List[StageConfigField] = field(default_factory=list)
     output_hints: List[StageOutputHint] = field(default_factory=list)
+    accepted_transforms: List[TransformOption] = field(default_factory=list)
     tracks_element: Optional[str] = None
 
 
@@ -129,10 +140,16 @@ class StageRef:
 
 @dataclass
 class Edge:
-    """Connection between stages in the graph."""
+    """Connection between stages in the graph.
+
+    transform: per-edge data transformation spec. Flexible JSONB blob
+    type-checked by the consuming stage. E.g. {"invert_mask": true}
+    tells edge detection to invert the field segmentation mask.
+    """
     source: str
     target: str
     condition: str = ""
+    transform: Dict[str, Any] = field(default_factory=dict)
 
 
 @dataclass
@@ -151,6 +168,7 @@ STAGE_VIEWS = [
     StageConfigField,
     StageIO,
     StageOutputHint,
+    TransformOption,
     StageDefinition,
     FrameExtractionConfig,
     SceneFilterConfig,

ctrl/Tiltfile

@@ -4,9 +4,15 @@
 
 allow_k8s_contexts('kind-mpr')
 
+# Hard guard: Tilt deploys to whatever the shell's current kubectl context is,
+# and allow_k8s_contexts auto-permits any local-looking (kind-*) cluster.
+# Fail early instead of silently landing the workload in the wrong cluster.
+if k8s_context() != 'kind-mpr':
+    fail("Wrong kubectl context: '%s'. Run: kubectl config use-context kind-mpr" % k8s_context())
+
 # Create namespace first — kustomize includes it but Tilt may apply
-# all resources in parallel, causing "namespace not found" races
-local('kubectl create namespace mpr --dry-run=client -o yaml | kubectl apply -f -')
+# all resources in parallel, causing "namespace not found" races (pin cluster explicitly)
+local('kubectl --context kind-mpr create namespace mpr --dry-run=client -o yaml | kubectl --context kind-mpr apply -f -')
 
 # Apply k8s manifests via kustomize (dev overlay)
 k8s_yaml(kustomize('k8s/overlays/dev'))

ctrl/docker-compose.yml

@@ -202,7 +202,7 @@ services:
       - ../ui/detection-app/src:/app/src
       - ../ui/detection-app/vite.config.ts:/app/vite.config.ts
       - ../ui/detection-app/index.html:/app/index.html
-      - ../ui/framework:/app/node_modules/mpr-ui-framework
+      - ../ui/framework:/app/node_modules/soleprint-ui
 
 volumes:
   postgres-data:

ctrl/k8s/kind-config.yaml

@@ -4,10 +4,10 @@ name: mpr
 nodes:
   - role: control-plane
     extraPortMappings:
-      # Gateway → http://k8s.mpr.local.ar (bind to 127.0.0.2 to avoid conflict with docker-compose on 127.0.0.1:80)
+      # Gateway → routed via Caddy on port 80 (mpr.local.ar, k8s.mpr.local.ar)
       - containerPort: 30080
-        hostPort: 80
-        listenAddress: "127.0.0.2"
+        hostPort: 30080
+        listenAddress: "127.0.0.1"
         protocol: TCP
       # Redis
       - containerPort: 30379

modelgen/.spr

@@ -0,0 +1,7 @@
+name=soleprint-modelgen
+version=0.2.0
+type=pip
+sha=0822761
+mode=published
+updated=2026-04-12T00:22:10Z
+source=/home/mariano/wdir/spr/soleprint/station/tools/modelgen

modelgen/generator/pydantic.py

@@ -328,7 +328,12 @@ class PydanticGenerator(BaseGenerator):
         if isinstance(default, Enum):
             return f" = {default.__class__.__name__}.{default.name}"
         if callable(default):
-            return " = Field(default_factory=list)" if "list" in str(default) else ""
+            default_str = str(default)
+            if "list" in default_str:
+                return " = Field(default_factory=list)"
+            if "dict" in default_str:
+                return " = Field(default_factory=dict)"
+            return ""
         return f" = {default!r}"
 
     def _generate_from_config(self, config) -> str:

modelgen/pyproject.toml

@@ -0,0 +1,16 @@
+[build-system]
+requires = ["setuptools>=68.0"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "soleprint-modelgen"
+version = "0.2.0"
+description = "Multi-source, multi-target model code generator"
+requires-python = ">=3.10"
+dependencies = []
+
+[project.scripts]
+modelgen = "modelgen.__main__:main"
+
+[tool.setuptools.packages.find]
+include = ["modelgen*"]

ui/detection-app/package.json

@@ -11,8 +11,10 @@
   },
   "dependencies": {
     "@techstark/opencv-js": "4.12.0-release.1",
-    "mpr-ui-framework": "link:../framework",
+    "@vue-flow/core": "^1.48.2",
+    "soleprint-ui": "link:../framework",
     "pinia": "^2.2",
+    "uplot": "^1.6",
     "vue": "^3.5"
   },
   "devDependencies": {

ui/detection-app/pnpm-lock.yaml

@@ -11,12 +11,12 @@ importers:
       '@techstark/opencv-js':
         specifier: 4.12.0-release.1
         version: 4.12.0-release.1
-      mpr-ui-framework:
-        specifier: link:../framework
-        version: link:../framework
       pinia:
         specifier: ^2.2
         version: 2.3.1(typescript@5.9.3)(vue@3.5.30(typescript@5.9.3))
+      soleprint-ui:
+        specifier: link:../framework
+        version: link:../framework
       vue:
         specifier: ^3.5
         version: 3.5.30(typescript@5.9.3)

ui/detection-app/src/App.vue

@@ -1,7 +1,7 @@
 <script setup lang="ts">
 import { ref, watch } from 'vue'
-import { Panel, ResizeHandle, SplitPane } from 'mpr-ui-framework'
-import 'mpr-ui-framework/src/tokens.css'
+import { Panel, ResizeHandle, SplitPane } from 'soleprint-ui'
+import 'soleprint-ui/src/tokens.css'
 import LogPanel from './panels/LogPanel.vue'
 import FunnelPanel from './panels/FunnelPanel.vue'
 import PipelineGraphPanel from './panels/PipelineGraphPanel.vue'

ui/detection-app/src/components/OverlayControls.vue

@@ -1,5 +1,5 @@
 <script setup lang="ts">
-import type { FrameOverlay } from 'mpr-ui-framework'
+import type { FrameOverlay } from 'soleprint-ui'
 
 defineProps<{
   overlays: FrameOverlay[]

ui/detection-app/src/components/StageConfig.vue

@@ -1,7 +1,7 @@
 <script setup lang="ts">
 import { ref, computed, onMounted, watch } from 'vue'
-import { ParameterEditor, useEditorExecution } from 'mpr-ui-framework'
-import type { ConfigField } from 'mpr-ui-framework'
+import { ParameterEditor, useEditorExecution } from 'soleprint-ui'
+import type { ConfigField } from 'soleprint-ui'
 import {
   runEdgeDetectionTs,
   runEdgeDetectionTsDebug,
@@ -40,6 +40,9 @@ const emit = defineEmits<{
 
 const fields = ref<ConfigField[]>([])
 const values = ref<Record<string, unknown>>({})
+const transforms = ref<{ key: string; type: string; default: unknown; label: string; description: string }[]>([])
+const transformValues = ref<Record<string, unknown>>({})
+const edgeTargets = ref<string[]>([])
 const statusText = ref<string | null>(null)
 const debugEnabled = ref(true)
 const processingIndex = ref<number | null>(null)
@@ -159,6 +162,98 @@ const {
   apply: applyDetection, onParameterChange,
 } = useEditorExecution(executeDetection)
 
+/**
+ * Load cached overlays from DB stage output + S3 overlay cache.
+ * Returns true if data was found and emitted, false if nothing cached.
+ */
+async function loadCachedOverlays(): Promise<boolean> {
+  if (!props.jobId || !props.frames?.length) return false
+
+  try {
+    // Load job detail to get stage outputs (inline overlays like field masks)
+    const jobResp = await fetch(`/api/detect/jobs/${props.jobId}`)
+    if (!jobResp.ok) return false
+    const jobDetail = await jobResp.json()
+    const stageOutput = jobDetail.stage_outputs?.[props.stage] ?? {}
+
+    // Check for inline overlay data (e.g. mask_overlays_by_frame)
+    const overlays_by_frame: Record<string, Record<string, string>> = {}
+    const regions_by_frame: Record<string, unknown[]> = {}
+    let foundData = false
+
+    // Find box data
+    for (const [key, val] of Object.entries(stageOutput)) {
+      if (key.endsWith('_by_frame') && !key.includes('overlay') && typeof val === 'object') {
+        for (const [seq, boxes] of Object.entries(val as Record<string, unknown>)) {
+          if (Array.isArray(boxes)) {
+            regions_by_frame[seq] = boxes
+            foundData = true
+          }
+        }
+      }
+    }
+
+    // Find inline overlay data
+    for (const [key, val] of Object.entries(stageOutput)) {
+      if (key.includes('overlay') && key.endsWith('_by_frame') && typeof val === 'object') {
+        for (const [seq, b64] of Object.entries(val as Record<string, string>)) {
+          if (!overlays_by_frame[seq]) overlays_by_frame[seq] = {}
+          const overlayKey = key.replace('s_by_frame', '_b64')
+          overlays_by_frame[seq][overlayKey] = b64
+          foundData = true
+        }
+      }
+    }
+
+    // Also try S3 overlay cache for each frame
+    if (!foundData || Object.keys(overlays_by_frame).length === 0) {
+      const { timelineId } = await import('../stores/pipeline').then(m => m.usePipelineStore())
+      if (timelineId) {
+        for (const frame of props.frames) {
+          try {
+            const oResp = await fetch(`/api/detect/overlays/${timelineId}/${props.jobId}/${props.stage}/${frame.seq}`)
+            if (oResp.ok) {
+              const oData = await oResp.json()
+              if (oData.overlays && Object.keys(oData.overlays).length > 0) {
+                overlays_by_frame[String(frame.seq)] = oData.overlays
+                foundData = true
+              }
+            }
+          } catch { /* ignore */ }
+        }
+      }
+    }
+
+    if (foundData) {
+      emit('replay-result', {
+        regions_by_frame: Object.keys(regions_by_frame).length > 0 ? regions_by_frame : undefined,
+        overlays_by_frame: Object.keys(overlays_by_frame).length > 0 ? overlays_by_frame : undefined,
+      })
+      return true
+    }
+  } catch { /* ignore */ }
+
+  return false
+}
+
+function onTransformChange(key: string, value: unknown) {
+  transformValues.value[key] = value
+  // Save to all outgoing edges from this stage
+  const transform = { ...transformValues.value }
+  for (const target of edgeTargets.value) {
+    fetch('/api/detect/config/edge-transform', {
+      method: 'PUT',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({
+        profile_name: 'soccer_broadcast',
+        source_stage: props.stage,
+        target_stage: target,
+        transform,
+      }),
+    }).catch(() => {})
+  }
+}
+
 // --- Init ---
 
 onMounted(async () => {
@@ -167,15 +262,49 @@ onMounted(async () => {
     if (resp.ok) {
       const data = await resp.json()
       fields.value = data.config_fields ?? []
+      transforms.value = data.accepted_transforms ?? []
     }
   } catch { /* use empty fields */ }
 
   for (const f of fields.value) {
     values.value[f.name] = f.default
   }
+  for (const t of transforms.value) {
+    transformValues.value[t.key] = t.default
+  }
+
+  // Load current edge transform values from pipeline config
+  // Transforms are on outgoing edges (source === this stage)
+  if (transforms.value.length > 0) {
+    try {
+      const pResp = await fetch(`/api/detect/config/profiles/soccer_broadcast/pipeline`)
+      if (pResp.ok) {
+        const pipeline = await pResp.json()
+        const edges = pipeline.edges ?? []
+        // Find outgoing edges from this stage and merge their transforms
+        for (const edge of edges) {
+          if (edge.source === props.stage && edge.transform) {
+            for (const [k, v] of Object.entries(edge.transform)) {
+              if (k in transformValues.value) {
+                transformValues.value[k] = v
+              }
+            }
+            // Remember which targets we're connected to
+            if (!edgeTargets.value.includes(edge.target)) {
+              edgeTargets.value.push(edge.target)
+            }
+          }
+        }
+      }
+    } catch { /* ignore */ }
+  }
 
   if (props.frameImage) {
-    applyDetection()
+    // Try loading cached overlays first (from stage output or S3)
+    const loaded = await loadCachedOverlays()
+    if (!loaded) {
+      applyDetection()
+    }
   }
 })
 
@@ -220,7 +349,10 @@ function getTargetFrames() {
       (props.selectionEnd ?? props.frames.length - 1) + 1,
     )
   }
-  return [{ seq: props.frameRef ?? 0, jpeg_b64: props.frameImage! }]
+  if (props.frameImage) {
+    return [{ seq: props.frameRef ?? 0, jpeg_b64: props.frameImage }]
+  }
+  return []
 }
 
 function edgeParams(): Partial<EdgeDetectionParams> {
@@ -482,6 +614,20 @@ async function runGenericServer() {
         @update="onFieldUpdate"
         @reset="resetDefaults"
       />
+
+      <div v-if="transforms.length > 0" class="transform-section">
+        <div class="transform-header">Connection</div>
+        <label v-for="t in transforms" :key="t.key" class="transform-option">
+          <input
+            v-if="t.type === 'bool'"
+            type="checkbox"
+            :checked="!!transformValues[t.key]"
+            @change="onTransformChange(t.key, !transformValues[t.key])"
+          />
+          <span class="transform-label">{{ t.label || t.key }}</span>
+          <span v-if="t.description" class="transform-desc">{{ t.description }}</span>
+        </label>
+      </div>
     </div>
 
     <div class="sliders-footer">
@@ -631,4 +777,43 @@ async function runGenericServer() {
   font-size: 9px;
   margin-left: auto;
 }
+
+.transform-section {
+  margin-top: var(--space-3);
+  padding-top: var(--space-2);
+  border-top: 1px solid var(--surface-3);
+}
+
+.transform-header {
+  font-size: 10px;
+  text-transform: uppercase;
+  letter-spacing: 0.05em;
+  color: var(--text-dim);
+  margin-bottom: var(--space-2);
+}
+
+.transform-option {
+  display: flex;
+  align-items: flex-start;
+  gap: var(--space-2);
+  font-size: var(--font-size-sm);
+  color: var(--text-secondary);
+  cursor: pointer;
+  padding: var(--space-1) 0;
+}
+
+.transform-option input[type="checkbox"] {
+  accent-color: #00bcd4;
+  margin-top: 2px;
+}
+
+.transform-label {
+  font-weight: 500;
+}
+
+.transform-desc {
+  font-size: 10px;
+  color: var(--text-dim);
+  display: block;
+}
 </style>

ui/detection-app/src/composables/useCheckpointLoader.ts

@@ -1,6 +1,6 @@
 import { ref, computed, watch } from 'vue'
 import type { Ref } from 'vue'
-import type { DataSource } from 'mpr-ui-framework'
+import type { DataSource } from 'soleprint-ui'
 import { usePipelineStore } from '../stores/pipeline'
 import { useStageRegistry } from './useStageRegistry'
 

ui/detection-app/src/composables/useEditorState.ts

@@ -1,6 +1,6 @@
 import { ref } from 'vue'
 import type { Ref } from 'vue'
-import type { FrameOverlay, FrameBBox } from 'mpr-ui-framework'
+import type { FrameOverlay, FrameBBox } from 'soleprint-ui'
 import type { StageResult } from '@/components/StageConfig.vue'
 
 export type RegionBox = {

ui/detection-app/src/composables/useSSEConnection.ts

@@ -1,6 +1,6 @@
 import { ref, watch } from 'vue'
-import { SSEDataSource } from 'mpr-ui-framework'
-import type { DataSource } from 'mpr-ui-framework'
+import { SSEDataSource } from 'soleprint-ui'
+import type { DataSource } from 'soleprint-ui'
 import type { StatsUpdate, RunContext } from '../types/sse-contract'
 import { usePipelineStore } from '../stores/pipeline'
 
@@ -24,8 +24,12 @@ export function useSSEConnection() {
   const sseConnected = ref(false)
 
   // No job selected and no hash route → open source selector
-  if (!jobParam && !window.location.hash.replace(/^#\/?/, '')) {
+  // Job selected but no hash route → go to compare (dashboard is for live runs)
+  const hashPath = window.location.hash.replace(/^#\/?/, '')
+  if (!jobParam && !hashPath) {
     pipeline.openSourceSelector()
+  } else if (jobParam && !hashPath) {
+    pipeline.openCompare()
   }
 
   // Resolve timeline_id from job on init
@@ -137,6 +141,10 @@ export function useSSEConnection() {
         if (!resp.ok) return
         const data = await resp.json()
         paused.value = data.status === 'paused'
+        // Stop polling if the job is no longer active
+        if (data.status === 'idle') {
+          stopStatusPoll()
+        }
       } catch { /* ignore */ }
     }, 1000)
   }

ui/detection-app/src/composables/useStageRegistry.ts

@@ -1,5 +1,5 @@
 import { computed } from 'vue'
-import { useRegistry } from 'mpr-ui-framework'
+import { useRegistry } from 'soleprint-ui'
 
 export interface StageConfigField {
   name: string

ui/detection-app/src/panels/BrandTablePanel.vue

@@ -1,7 +1,7 @@
 <script setup lang="ts">
 import { ref } from 'vue'
-import { Panel, TableRenderer } from 'mpr-ui-framework'
-import type { TableColumn, DataSource } from 'mpr-ui-framework'
+import { Panel, TableRenderer } from 'soleprint-ui'
+import type { TableColumn, DataSource } from 'soleprint-ui'
 
 const props = defineProps<{
   source: DataSource

ui/detection-app/src/panels/CompareView.vue

@@ -1,7 +1,7 @@
 <script setup lang="ts">
 import { ref, computed, watch, onMounted } from 'vue'
-import { Panel, SplitPane, FrameRenderer } from 'mpr-ui-framework'
-import type { FrameBBox, FrameOverlay } from 'mpr-ui-framework'
+import { Panel, SplitPane, FrameRenderer } from 'soleprint-ui'
+import type { FrameBBox, FrameOverlay } from 'soleprint-ui'
 import type { Job, Checkpoint } from '@common/types/generated'
 import { usePipelineStore } from '../stores/pipeline'
 import { useStageRegistry } from '../composables/useStageRegistry'
@@ -222,12 +222,23 @@ function refreshOverlays() {
 watch([currentSeq, selectedStage], refreshOverlays)
 
 // Sync overlay visibility/opacity from A controls → B overlays
+// Also share src if one side has it and the other doesn't
 watch(overlaysA, (aList) => {
   for (const a of aList) {
     const b = overlaysB.value.find(o => o.label === a.label)
     if (b) {
       b.visible = a.visible
       b.opacity = a.opacity
+      if (a.src && !b.src) b.src = a.src
+    }
+  }
+}, { deep: true })
+
+watch(overlaysB, (bList) => {
+  for (const b of bList) {
+    const a = overlaysA.value.find(o => o.label === b.label)
+    if (a) {
+      if (b.src && !a.src) a.src = b.src
     }
   }
 }, { deep: true })

ui/detection-app/src/panels/CostStatsPanel.vue

@@ -1,7 +1,7 @@
 <script setup lang="ts">
 import { ref, computed } from 'vue'
-import { Panel } from 'mpr-ui-framework'
-import type { DataSource } from 'mpr-ui-framework'
+import { Panel } from 'soleprint-ui'
+import type { DataSource } from 'soleprint-ui'
 import type { StatsUpdate, Detection } from '../types/sse-contract'
 
 const props = defineProps<{

ui/detection-app/src/panels/FramePanel.vue

@@ -1,7 +1,7 @@
 <script setup lang="ts">
 import { ref, computed, watch } from 'vue'
-import { Panel, FrameRenderer } from 'mpr-ui-framework'
-import type { FrameBBox, FrameOverlay, DataSource } from 'mpr-ui-framework'
+import { Panel, FrameRenderer } from 'soleprint-ui'
+import type { FrameBBox, FrameOverlay, DataSource } from 'soleprint-ui'
 
 const props = defineProps<{
   source: DataSource

ui/detection-app/src/panels/FunnelPanel.vue

@@ -1,7 +1,7 @@
 <script setup lang="ts">
 import { ref, computed } from 'vue'
-import { Panel, TimeSeriesRenderer } from 'mpr-ui-framework'
-import type { DataSource } from 'mpr-ui-framework'
+import { Panel, TimeSeriesRenderer } from 'soleprint-ui'
+import type { DataSource } from 'soleprint-ui'
 import type { StatsUpdate } from '../types/sse-contract'
 
 const props = defineProps<{

ui/detection-app/src/panels/LogPanel.vue

@@ -1,7 +1,7 @@
 <script setup lang="ts">
 import { ref } from 'vue'
-import { Panel, LogRenderer } from 'mpr-ui-framework'
-import type { LogEntry, DataSource } from 'mpr-ui-framework'
+import { Panel, LogRenderer } from 'soleprint-ui'
+import type { LogEntry, DataSource } from 'soleprint-ui'
 import type { LogEvent } from '../types/sse-contract'
 
 const props = defineProps<{

ui/detection-app/src/panels/PipelineGraphPanel.vue

@@ -1,7 +1,7 @@
 <script setup lang="ts">
 import { ref, watch, computed, onMounted } from 'vue'
-import { Panel, GraphRenderer } from 'mpr-ui-framework'
-import type { GraphNode, GraphMode, DataSource } from 'mpr-ui-framework'
+import { Panel, GraphRenderer } from 'soleprint-ui'
+import type { GraphNode, GraphMode, DataSource } from 'soleprint-ui'
 import { usePipelineStore } from '../stores/pipeline'
 import { useStageRegistry } from '../composables/useStageRegistry'
 
@@ -43,20 +43,13 @@ const graphMode = computed<GraphMode>(() => {
   return 'observe'
 })
 
-// Initialize nodes from pipeline config when it loads
+// Initialize nodes from pipeline config — single source of truth for stage order
 watch(pipelineConfig, (config) => {
   if (config && config.stages.length > 0 && nodes.value.length === 0) {
     nodes.value = config.stages.map((s) => ({ id: s.name, status: 'pending' }))
   }
 }, { immediate: true })
 
-// Fallback: init from registry if no config loaded
-watch(stageNames, (names) => {
-  if (names.length > 0 && nodes.value.length === 0) {
-    nodes.value = names.map((id) => ({ id, status: 'pending' }))
-  }
-}, { immediate: true })
-
 props.source.on<{ nodes: GraphNode[] }>('graph_update', (e) => {
   nodes.value = e.nodes
 })

ui/detection-app/src/panels/SourceSelector.vue

@@ -1,6 +1,6 @@
 <script setup lang="ts">
 import { ref, onMounted } from 'vue'
-import { Panel } from 'mpr-ui-framework'
+import { Panel } from 'soleprint-ui'
 import { usePipelineStore } from '../stores/pipeline'
 import type { Timeline, Job } from '@common/types/generated'
 

ui/detection-app/src/panels/TimelinePanel.vue

@@ -1,7 +1,7 @@
 <script setup lang="ts">
 import { ref, computed } from 'vue'
-import { Panel } from 'mpr-ui-framework'
-import type { DataSource } from 'mpr-ui-framework'
+import { Panel } from 'soleprint-ui'
+import type { DataSource } from 'soleprint-ui'
 import type { Detection } from '../types/sse-contract'
 
 const props = defineProps<{

ui/detection-app/src/stores/pipeline.ts

@@ -86,9 +86,9 @@ export const usePipelineStore = defineStore('pipeline', () => {
   }
 
   function closeEditor() {
-    // Reload to reinitialize panels with current job context
+    // Go to compare view — the dashboard is for live runs only
     const url = new URL(window.location.href)
-    url.hash = ''
+    url.hash = '#/compare'
     if (jobId.value) {
       url.searchParams.set('job', jobId.value)
     }

ui/framework/.spr

@@ -0,0 +1,7 @@
+name=soleprint-ui
+version=0.1.0
+type=npm
+sha=0822761
+mode=published
+updated=2026-04-12T00:22:10Z
+source=/home/mariano/wdir/spr/soleprint/common/ui

ui/framework/package.json

@@ -1,5 +1,5 @@
 {
-  "name": "mpr-ui-framework",
+  "name": "soleprint-ui",
   "version": "0.1.0",
   "private": true,
   "type": "module",