diff --git a/.claude/skills/analyzing-snapshots/SKILL.md b/.claude/skills/analyzing-snapshots/SKILL.md
index 0ede6e80b..333f2f089 100644
--- a/.claude/skills/analyzing-snapshots/SKILL.md
+++ b/.claude/skills/analyzing-snapshots/SKILL.md
@@ -275,4 +275,4 @@ aicr recipe \
 | accelerator | GPU.smi.gpu.model | h100, gb200, b200, a100, l40, rtx-pro-6000 |
 | os | OS.release.ID | ubuntu, rhel, cos, amazonlinux |
 | intent | User-specified | training, inference |
-| platform | User-specified | kubeflow, dynamo, nim |
+| platform | User-specified | dynamo, kubeflow, nim, runai, slurm |
diff --git a/docs/contributor/data.md b/docs/contributor/data.md
index 73d403390..ec9d9b1c2 100644
--- a/docs/contributor/data.md
+++ b/docs/contributor/data.md
@@ -127,7 +127,7 @@ Criteria define when a recipe matches a user query:
 | `accelerator` | String | GPU hardware type | `h100`, `gb200`, `b200`, `a100`, `l40`, `rtx-pro-6000` |
 | `os` | String | Operating system | `ubuntu`, `rhel`, `cos`, `amazonlinux` |
 | `intent` | String | Workload purpose | `training`, `inference` |
-| `platform` | String | Platform/framework type | `kubeflow` |
+| `platform` | String | Platform/framework type | `dynamo`, `kubeflow`, `nim`, `runai`, `slurm` |
 | `nodes` | Integer | Node count (0 = any) | `8`, `16` |
 
 **All fields are optional.** Unpopulated fields act as wildcards (match any value).
diff --git a/docs/user/component-catalog.md b/docs/user/component-catalog.md
index 72014f8f5..e0e3625f7 100644
--- a/docs/user/component-catalog.md
+++ b/docs/user/component-catalog.md
@@ -34,7 +34,7 @@ The source of truth is [`recipes/registry.yaml`](https://github.com/NVIDIA/aicr/
 | **kueue** | Kubernetes-native job queuing system. Manages quotas and admits jobs for batch and AI workloads. | [Kueue](https://github.com/kubernetes-sigs/kueue) |
 | **kubeflow-trainer** | Kubeflow Training Operator for distributed training jobs (PyTorch, etc.). Manages multi-node training job lifecycle with JobSet integration. | [Kubeflow Trainer](https://github.com/kubeflow/trainer) |
 | **slinky-slurm-operator-crds** | Custom Resource Definitions for the SchedMD Slinky Slurm operator. Installs the `slinky.slurm.net` CRDs (Controller, NodeSet, LoginSet, Accounting, RestApi, Token). Installed separately to support CRD lifecycle management. | [Slinky Slurm Operator](https://github.com/SlinkyProject/slurm-operator) |
-| **slinky-slurm-operator** | SchedMD Slinky Slurm operator and admission webhook. Manages the lifecycle of Slurm clusters declared via Slinky CRs (Controller, NodeSet, LoginSet, Accounting, RestApi, Token). | [Slinky Slurm Operator](https://github.com/SlinkyProject/slurm-operator) |
+| **slinky-slurm-operator** | SchedMD Slinky Slurm operator and admission webhook. Manages the lifecycle of Slurm clusters declared via Slinky CRs (Controller, NodeSet, LoginSet, Accounting, RestApi, Token). **Known limitation:** chart v1.1.0 silently ignores `operator.nodeSelector` and `webhook.nodeSelector` (current chart behavior, not a planned feature); tracking [SlinkyProject/slurm-operator#187](https://github.com/SlinkyProject/slurm-operator/pull/187) for the upstream fix. | [Slinky Slurm Operator](https://github.com/SlinkyProject/slurm-operator) |
 | **slinky-slurm** | Slinky-managed Slurm cluster instance: Controller (slurmctld) + LoginSet (sackd/sshd) + NodeSet (slurmd) + RestApi (slurmrestd). Reconciled by `slinky-slurm-operator`. Declared inline per slurm leaf overlay alongside `slinky-slurm-operator-crds` and `slinky-slurm-operator` (matching the dynamo-platform pattern) so each leaf can carry its own GPU/GRES tuning. Accounting (slurmdbd) requires an external MariaDB and is disabled in defaults — see `recipes/components/slinky-slurm/values.yaml`. | [Slinky Slurm Cluster Chart](https://github.com/SlinkyProject/slurm-operator/tree/main/helm/slurm) |
 
 ## How Components Are Selected
diff --git a/pkg/recipe/criteria.go b/pkg/recipe/criteria.go
index dc7726f48..247f2a210 100644
--- a/pkg/recipe/criteria.go
+++ b/pkg/recipe/criteria.go
@@ -356,7 +356,7 @@ type Criteria struct {
 	// OS is the worker node operating system type.
 	OS CriteriaOSType `json:"os,omitempty" yaml:"os,omitempty"`
 
-	// Platform is the platform/framework type (kubeflow).
+	// Platform is the platform/framework type (dynamo, kubeflow, nim, runai, slurm).
 	Platform CriteriaPlatformType `json:"platform,omitempty" yaml:"platform,omitempty"`
 
 	// Nodes is the number of worker nodes (0 means any/unspecified).
diff --git a/pkg/recipe/doc.go b/pkg/recipe/doc.go
index 2ee01f261..3eb341d8d 100644
--- a/pkg/recipe/doc.go
+++ b/pkg/recipe/doc.go
@@ -29,7 +29,7 @@
 //	    Accelerator CriteriaAcceleratorType // h100, gb200, b200, a100, l40, rtx-pro-6000, any
 //	    Intent      CriteriaIntentType      // training, inference, any
 //	    OS          CriteriaOSType          // ubuntu, rhel, cos, amazonlinux, talos, any
-//	    Platform    CriteriaPlatformType    // kubeflow, dynamo, nim, runai, slurm, any
+//	    Platform    CriteriaPlatformType    // dynamo, kubeflow, nim, runai, slurm, any
 //	    Nodes       int                     // node count (0 = any)
 //	}
 //
@@ -92,8 +92,8 @@
 //   - CriteriaOSAny: Any OS (wildcard)
 //
 // Platform types for workload frameworks:
-//   - CriteriaPlatformKubeflow: Kubeflow
 //   - CriteriaPlatformDynamo: NVIDIA Dynamo
+//   - CriteriaPlatformKubeflow: Kubeflow
 //   - CriteriaPlatformNIM: NVIDIA NIM
 //   - CriteriaPlatformRunai: NVIDIA Run:ai
 //   - CriteriaPlatformSlurm: SchedMD Slinky Slurm
diff --git a/pkg/recipe/doc_test.go b/pkg/recipe/doc_test.go
new file mode 100644
index 000000000..f50e661ea
--- /dev/null
+++ b/pkg/recipe/doc_test.go
@@ -0,0 +1,46 @@
+// Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES.  All rights reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package recipe
+
+import (
+	"sort"
+	"testing"
+)
+
+// TestCriteriaPlatformConstantsMatchGetter guards against drift between the
+// CriteriaPlatform* constants and the slice returned by
+// GetCriteriaPlatformTypes(). Adding a new constant without registering it in
+// the getter (or vice versa) is exactly the class of bug that left earlier
+// platform-enum doc surfaces stale before this test existed.
+func TestCriteriaPlatformConstantsMatchGetter(t *testing.T) {
+	declared := []string{
+		string(CriteriaPlatformDynamo),
+		string(CriteriaPlatformKubeflow),
+		string(CriteriaPlatformNIM),
+		string(CriteriaPlatformRunai),
+		string(CriteriaPlatformSlurm),
+	}
+	sort.Strings(declared)
+
+	got := GetCriteriaPlatformTypes()
+	if len(got) != len(declared) {
+		t.Fatalf("len(GetCriteriaPlatformTypes())=%d, declared constants=%d", len(got), len(declared))
+	}
+	for i, want := range declared {
+		if got[i] != want {
+			t.Errorf("GetCriteriaPlatformTypes()[%d] = %q, want %q (declared)", i, got[i], want)
+		}
+	}
+}