diff --git a/docs/rules/use-baseline.md b/docs/rules/use-baseline.md
index 6f3edc7b..50a1aaec 100644
--- a/docs/rules/use-baseline.md
+++ b/docs/rules/use-baseline.md
@@ -25,7 +25,7 @@ While using only Baseline widely available features can help ensure the greatest
 This rule warns when it finds any of the following:
 
 - A CSS property that isn't widely available or otherwise isn't enclosed in a `@supports` block.
-- An at-rule that isn't widely available.
+- An at-rule that isn't widely available or isn't guarded by a matching `@supports at-rule()` query.
 - A media condition inside `@media` that isn't widely available.
 - A CSS property value that isn't widely available or otherwise isn't enclosed in a `@supports` block (currently limited to identifiers only).
 - A CSS property function that isn't widely available.
@@ -100,6 +100,15 @@ Examples of **correct** code:
 		accent-color: auto;
 	}
 }
+
+/* valid - @supports indicates you're choosing a limited availability at-rule */
+@supports at-rule(@scope) {
+	@scope (.card) {
+		a {
+			color: red;
+		}
+	}
+}
 ```
 
 **Important:** While the `cursor` property is not considered baseline, it has wide support and will likely be considered baseline once the WebDX Community Group adds [an editorial step](https://github.com/web-platform-dx/web-features/issues/1038). In the meantime, this rule does not warn when `cursor` is used.
diff --git a/src/rules/use-baseline.js b/src/rules/use-baseline.js
index 0aa37022..aa6109f6 100644
--- a/src/rules/use-baseline.js
+++ b/src/rules/use-baseline.js
@@ -176,6 +176,12 @@ class SupportsRule {
 	 */
 	#selectors = new Set();
 
+	/**
+	 * The at-rules supported by this rule.
+	 * @type {Set<string>}
+	 */
+	#atRules = new Set();
+
 	/**
 	 * Adds a property to the rule.
 	 * @param {string} property The name of the property.
@@ -320,6 +326,24 @@ class SupportsRule {
 	hasSelector(selector) {
 		return this.#selectors.has(selector);
 	}
+
+	/**
+	 * Adds an at-rule to the rule.
+	 * @param {string} atRule The name of the at-rule.
+	 * @returns {void}
+	 */
+	addAtRule(atRule) {
+		this.#atRules.add(atRule);
+	}
+
+	/**
+	 * Determines if the rule supports an at-rule.
+	 * @param {string} atRule The name of the at-rule.
+	 * @returns {boolean} `true` if the at-rule is supported, `false` if not.
+	 */
+	hasAtRule(atRule) {
+		return this.#atRules.has(atRule);
+	}
 }
 
 /**
@@ -424,6 +448,15 @@ class SupportsRules {
 	hasSelector(selector) {
 		return this.#rules.some(rule => rule.hasSelector(selector));
 	}
+
+	/**
+	 * Determines if any rule supports an at-rule.
+	 * @param {string} atRule The name of the at-rule.
+	 * @returns {boolean} `true` if any rule supports the at-rule, `false` if not.
+	 */
+	hasAtRule(atRule) {
+		return this.#rules.some(rule => rule.hasAtRule(atRule));
+	}
 }
 
 /**
@@ -775,14 +808,26 @@ export default /** @satisfies {UseBaselineRuleDefinition} */ ({
 						continue;
 					}
 
-					if (
-						conditionChild.type === "FeatureFunction" &&
-						conditionChild.feature === "selector"
-					) {
+					if (conditionChild.type !== "FeatureFunction") {
+						continue;
+					}
+
+					const feature = conditionChild.feature.toLowerCase();
+
+					if (feature === "selector") {
 						for (const selectorChild of conditionChild.value
 							.children) {
 							supportsRule.addSelector(selectorChild.name);
 						}
+
+						continue;
+					}
+
+					if (feature === "at-rule") {
+						const atRule = conditionChild.value.value
+							.slice(1)
+							.toLowerCase();
+						supportsRule.addAtRule(atRule);
 					}
 				}
 			},
@@ -950,6 +995,10 @@ export default /** @satisfies {UseBaselineRuleDefinition} */ ({
 					return;
 				}
 
+				if (supportsRules.hasAtRule(atRuleName)) {
+					return;
+				}
+
 				const featureStatus = atRules.get(atRuleName);
 
 				if (!baselineAvailability.isSupported(featureStatus)) {
diff --git a/tests/rules/use-baseline.test.js b/tests/rules/use-baseline.test.js
index 736bc529..d5071fac 100644
--- a/tests/rules/use-baseline.test.js
+++ b/tests/rules/use-baseline.test.js
@@ -73,6 +73,16 @@ ruleTester.run("use-baseline", rule, {
 		`@supports selector(:fullscreen) {
 				h1:fullscreen { color: red; }
 		}`,
+		`@supports at-rule(@scope) {
+			@scope (.card) {
+				a { color: red; }
+			}
+		}`,
+		`@SUPPORTS AT-RULE(@SCOPE) {
+			@scope (.card) {
+				a { color: red; }
+			}
+		}`,
 		"div { cursor: pointer; }",
 		"pre { overflow: auto; }",
 		".highlight, #highlight, highlight { color: red }",
@@ -549,6 +559,38 @@ ruleTester.run("use-baseline", rule, {
 				},
 			],
 		},
+		{
+			code: "@supports at-rule(@scope) {}\n@supports (color: red) {\n@scope (.card) { a { color: red; } }\n}",
+			errors: [
+				{
+					messageId: "notBaselineAtRule",
+					data: {
+						atRule: "scope",
+						availability: "widely",
+					},
+					line: 3,
+					column: 1,
+					endLine: 3,
+					endColumn: 7,
+				},
+			],
+		},
+		{
+			code: "@supports at-rule(@scope) {\n@view-transition { navigation: auto; }\n}",
+			errors: [
+				{
+					messageId: "notBaselineAtRule",
+					data: {
+						atRule: "view-transition",
+						availability: "widely",
+					},
+					line: 2,
+					column: 1,
+					endLine: 2,
+					endColumn: 17,
+				},
+			],
+		},
 		{
 			code: "details::details-content { background-color: #a29bfe; }",
 			errors: [