diff --git a/pkg/spec/src/index.ts b/pkg/spec/src/index.ts
index 370e900..809f4bf 100644
--- a/pkg/spec/src/index.ts
+++ b/pkg/spec/src/index.ts
@@ -52,3 +52,4 @@ export {
   weighted,
   whenRoute,
 } from "./actions.ts";
+export { edgeCaseText, emails, integers, strings } from "./values.ts";
diff --git a/pkg/spec/src/values.ts b/pkg/spec/src/values.ts
new file mode 100644
index 0000000..818c386
--- /dev/null
+++ b/pkg/spec/src/values.ts
@@ -0,0 +1,104 @@
+// Author-facing, fluent, seeded value generators. Each builder is itself a
+// Sampler<T> (it has .generate()), so `integers().between(0, 9)` is usable
+// anywhere a Sampler is expected and chains read left to right.
+//
+// Every draw goes through the shared samplerRng (sampler-rng.ts) that from()
+// uses, so generators are deterministic AND identical across the goja verifier
+// and the V8 web runtime. Outside an actions() walk samplerRng is null and each
+// generator returns a fixed deterministic default (mirroring from()'s index 0),
+// so module-load-time calls never throw and never use an unseeded source.
+
+import type { Pcg } from "./pcg.ts";
+import type { Sampler } from "./types.ts";
+import { getSamplerRng } from "./sampler-rng.ts";
+import { INPUT_CORPUS } from "./corpus.ts";
+
+const ALPHA = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ";
+const DIGITS = "0123456789";
+const ALPHANUMERIC = ALPHA + DIGITS;
+
+function draw(rng: Pcg | null, bound: number): number {
+  return rng && bound > 1 ? rng.intN(bound) : 0;
+}
+
+class StringBuilder implements Sampler<string> {
+  private minLength = 1;
+  private maxLength = 16;
+  private charset = ALPHANUMERIC;
+
+  length(min: number, max: number): this {
+    this.minLength = min;
+    this.maxLength = max;
+    return this;
+  }
+
+  alpha(): this {
+    this.charset = ALPHA;
+    return this;
+  }
+
+  generate(): string {
+    const rng = getSamplerRng();
+    const span = this.maxLength - this.minLength + 1;
+    const count = this.minLength + draw(rng, span);
+    let result = "";
+    for (let i = 0; i < count; i++) {
+      result += this.charset[draw(rng, this.charset.length)];
+    }
+    return result;
+  }
+}
+
+class IntegerBuilder implements Sampler<number> {
+  private minValue = 0;
+  private maxValue = 2 ** 31 - 1;
+
+  between(min: number, max: number): this {
+    this.minValue = min;
+    this.maxValue = max;
+    return this;
+  }
+
+  generate(): number {
+    const rng = getSamplerRng();
+    const span = this.maxValue - this.minValue + 1;
+    return this.minValue + draw(rng, span);
+  }
+}
+
+class EmailBuilder implements Sampler<string> {
+  private host = "example.com";
+
+  domain(domain: string): this {
+    this.host = domain;
+    return this;
+  }
+
+  generate(): string {
+    const local = new StringBuilder().length(3, 8).alpha().generate();
+    return `${local}@${this.host}`;
+  }
+}
+
+class EdgeCaseTextBuilder implements Sampler<string> {
+  generate(): string {
+    const rng = getSamplerRng();
+    return INPUT_CORPUS[draw(rng, INPUT_CORPUS.length)] ?? "";
+  }
+}
+
+export function strings(): StringBuilder {
+  return new StringBuilder();
+}
+
+export function integers(): IntegerBuilder {
+  return new IntegerBuilder();
+}
+
+export function emails(): EmailBuilder {
+  return new EmailBuilder();
+}
+
+export function edgeCaseText(): EdgeCaseTextBuilder {
+  return new EdgeCaseTextBuilder();
+}