diff --git a/src/forker/context-builder.ts b/src/forker/context-builder.ts
index 75a5052..c2d25d5 100644
--- a/src/forker/context-builder.ts
+++ b/src/forker/context-builder.ts
@@ -52,19 +52,24 @@ export class ContextBuilder {
   }
 
   /**
-   * Return a summary of all prior decisions for context injection.
-   * Returns empty string if there are no prior decisions.
+   * Return a compact summary of all prior decisions for context injection.
+   * Format: "Prior decisions: Q1=A1; Q2=A2; Q3=A3"
+   * Empty string if there are no prior decisions.
+   *
+   * Compact form saves 12-21% tokens vs the previous numbered-list prose
+   * while keeping the "Prior decisions:" anchor that helps the LLM
+   * recognise this as resolved state, not as constraints to negotiate.
    */
   static buildDecisionContext(decisionPath: DecisionStep[]): string {
     if (decisionPath.length === 0) {
       return "";
     }
 
-    const lines = decisionPath.map(
-      (step, i) => `${i + 1}. ${step.question}: ${step.answer}`,
+    const pairs = decisionPath.map(
+      (step) => `${step.question}=${step.answer}`,
     );
 
-    return `Previously decided:\n${lines.join("\n")}`;
+    return `Prior decisions: ${pairs.join("; ")}.`;
   }
 
   /**
@@ -78,6 +83,6 @@ export class ContextBuilder {
       return task;
     }
 
-    return `${context}\n\nTask: ${task}`;
+    return `${context} Task: ${task}`;
   }
 }
diff --git a/test/unit/forker/context-builder.test.ts b/test/unit/forker/context-builder.test.ts
index 57250fb..29353a4 100644
--- a/test/unit/forker/context-builder.test.ts
+++ b/test/unit/forker/context-builder.test.ts
@@ -78,8 +78,8 @@ describe("ContextBuilder", () => {
 
       const context = ContextBuilder.buildDecisionContext(path);
 
-      expect(context).toContain("Previously decided:");
-      expect(context).toContain("1. Auth method: JWT");
+      expect(context).toContain("Prior decisions:");
+      expect(context).toContain("Auth method=JWT");
     });
 
     it("with multiple decisions formats correctly", () => {
@@ -91,10 +91,26 @@ describe("ContextBuilder", () => {
 
       const context = ContextBuilder.buildDecisionContext(path);
 
-      expect(context).toContain("Previously decided:");
-      expect(context).toContain("1. Auth method: JWT");
-      expect(context).toContain("2. Signing algorithm: RS256");
-      expect(context).toContain("3. Token expiry: 15 minutes");
+      expect(context).toContain("Prior decisions:");
+      expect(context).toContain("Auth method=JWT");
+      expect(context).toContain("Signing algorithm=RS256");
+      expect(context).toContain("Token expiry=15 minutes");
+      expect(context.split(";").length).toBe(3);
+    });
+
+    it("is shorter than the original prose format", () => {
+      const path: DecisionStep[] = [
+        { question: "Auth method", answer: "JWT" },
+        { question: "Signing algorithm", answer: "RS256" },
+        { question: "Token expiry", answer: "15 minutes" },
+      ];
+
+      const compact = ContextBuilder.buildDecisionContext(path);
+      const prose = `Previously decided:\n${path
+        .map((s, i) => `${i + 1}. ${s.question}: ${s.answer}`)
+        .join("\n")}`;
+
+      expect(compact.length).toBeLessThan(prose.length);
     });
   });
 
@@ -115,9 +131,9 @@ describe("ContextBuilder", () => {
         decisions,
       );
 
-      expect(result).toContain("Previously decided:");
-      expect(result).toContain("1. Framework: Express");
-      expect(result).toContain("2. Database: PostgreSQL");
+      expect(result).toContain("Prior decisions:");
+      expect(result).toContain("Framework=Express");
+      expect(result).toContain("Database=PostgreSQL");
       expect(result).toContain("Task: Build a REST API");
     });
 
@@ -128,7 +144,7 @@ describe("ContextBuilder", () => {
 
       const result = ContextBuilder.buildFullPrompt("Do the thing", decisions);
 
-      const contextIndex = result.indexOf("Previously decided:");
+      const contextIndex = result.indexOf("Prior decisions:");
       const taskIndex = result.indexOf("Task:");
       expect(contextIndex).toBeLessThan(taskIndex);
     });