diff --git a/packages/utils/CHANGELOG.md b/packages/utils/CHANGELOG.md
index 3d13c99f8..09fa63f2e 100644
--- a/packages/utils/CHANGELOG.md
+++ b/packages/utils/CHANGELOG.md
@@ -6,6 +6,10 @@
 
 - Added a response-body retry gate to `fetchWithRetry()` for deterministic provider failures that return retryable HTTP statuses.
 
+### Fixed
+
+- Fixed YAML frontmatter parsing for skill descriptions that use common unquoted plain scalars containing `: `, preserving typed fields without logging a warning.
+
 ## [16.2.7] - 2026-06-30
 
 ### Added
diff --git a/packages/utils/src/frontmatter.ts b/packages/utils/src/frontmatter.ts
index 093bd9c88..061ba87a3 100644
--- a/packages/utils/src/frontmatter.ts
+++ b/packages/utils/src/frontmatter.ts
@@ -37,6 +37,31 @@ function normalizeKeys<T>(obj: T): T {
 	return (changed ? result : obj) as T;
 }
 
+const PLAIN_SCALAR_KEY_VALUE = /^(\s*[A-Za-z_][\w-]*:\s+)(\S.*?)(\s*)$/;
+const FLOW_OR_EXPLICIT_VALUE_START = new Set(['"', "'", "[", "{", "|", ">", "!", "&", "*", "#"]);
+
+function quoteAmbiguousPlainScalars(metadata: string): string | undefined {
+	let changed = false;
+	const lines = metadata.split("\n").map(line => {
+		const match = line.match(PLAIN_SCALAR_KEY_VALUE);
+		if (!match) return line;
+		const [, prefix, rawValue, suffix] = match;
+		const value = rawValue.trimEnd();
+		if (!value.includes(": ")) return line;
+		if (FLOW_OR_EXPLICIT_VALUE_START.has(value[0])) return line;
+		changed = true;
+		return `${prefix}${JSON.stringify(value)}${suffix}`;
+	});
+	return changed ? lines.join("\n") : undefined;
+}
+
+function parseYamlRecord(metadata: string): Record<string, unknown> | null {
+	const loaded = YAML.parse(metadata.replaceAll("\t", "  "));
+	if (loaded === null || loaded === undefined) return null;
+	if (typeof loaded !== "object" || Array.isArray(loaded)) return null;
+	return loaded as Record<string, unknown>;
+}
+
 export class FrontmatterError extends Error {
 	constructor(
 		error: Error,
@@ -100,10 +125,19 @@ export function parseFrontmatter(
 	const body = normalized.slice(endIndex + 4).trim();
 
 	try {
-		// Replace tabs with spaces for YAML compatibility, use failsafe mode for robustness
-		const loaded = YAML.parse(metadata.replaceAll("\t", "  ")) as Record<string, unknown> | null;
+		const loaded = parseYamlRecord(metadata);
 		return { frontmatter: normalizeKeys({ ...frontmatter, ...loaded }), body };
 	} catch (error) {
+		const quotedMetadata = quoteAmbiguousPlainScalars(metadata);
+		if (quotedMetadata) {
+			try {
+				const loaded = parseYamlRecord(quotedMetadata);
+				return { frontmatter: normalizeKeys({ ...frontmatter, ...loaded }), body };
+			} catch {
+				// Fall through to the existing warning + simple key/value fallback.
+			}
+		}
+
 		const err = new FrontmatterError(
 			error instanceof Error ? error : new Error(`YAML: ${error}`),
 			loc ?? `Inline '${truncate(content, 64)}'`,
diff --git a/packages/utils/test/frontmatter.test.ts b/packages/utils/test/frontmatter.test.ts
new file mode 100644
index 000000000..a3adc4510
--- /dev/null
+++ b/packages/utils/test/frontmatter.test.ts
@@ -0,0 +1,46 @@
+import { afterEach, describe, expect, it, vi } from "bun:test";
+import { parseFrontmatter } from "@oh-my-pi/pi-utils";
+import * as logger from "@oh-my-pi/pi-utils/logger";
+
+describe("parseFrontmatter", () => {
+	afterEach(() => {
+		vi.restoreAllMocks();
+	});
+
+	it("accepts unquoted skill descriptions containing colon-space without warning", () => {
+		const warnSpy = vi.spyOn(logger, "warn").mockImplementation(() => {});
+		const content = `---
+name: tool-prompt-optimization
+description: Optimize tool prompts. Two halves: measure schema overlap; keep scar tissue.
+enabled: true
+---
+Skill body`;
+
+		const result = parseFrontmatter(content, { source: "bad-skill/SKILL.md" });
+
+		expect(result.frontmatter).toEqual({
+			name: "tool-prompt-optimization",
+			description: "Optimize tool prompts. Two halves: measure schema overlap; keep scar tissue.",
+			enabled: true,
+		});
+		expect(result.body).toBe("Skill body");
+		expect(warnSpy).not.toHaveBeenCalled();
+	});
+
+	it("still warns and falls back for unrecoverable malformed frontmatter", () => {
+		const warnSpy = vi.spyOn(logger, "warn").mockImplementation(() => {});
+		const content = `---
+invalid: [unclosed array
+---
+Body content`;
+
+		const result = parseFrontmatter(content, { source: "broken.md" });
+
+		expect(result.frontmatter).toEqual({ invalid: "[unclosed array" });
+		expect(result.body).toBe("Body content");
+		expect(warnSpy).toHaveBeenCalledWith(
+			"Failed to parse YAML frontmatter",
+			expect.objectContaining({ err: expect.stringContaining("broken.md") }),
+		);
+	});
+});