diff --git a/entry b/entry
index c419bb1..574e258 100755
--- a/entry
+++ b/entry
@@ -49152,7 +49152,7 @@ var require_core4 = __commonJS({
     Object.defineProperty(exports, "__esModule", { value: true });
     var id_1 = require_id2();
     var ref_1 = require_ref2();
-    var core4 = [
+    var core5 = [
       "$schema",
       "$id",
       "$defs",
@@ -49162,7 +49162,7 @@ var require_core4 = __commonJS({
       id_1.default,
       ref_1.default
     ];
-    exports.default = core4;
+    exports.default = core5;
   }
 });
 
@@ -74359,7 +74359,7 @@ var init_index_CLFto6T2 = __esm({
 });
 
 // entry.ts
-var core3 = __toESM(require_core(), 1);
+var core4 = __toESM(require_core(), 1);
 
 // node_modules/.pnpm/@ark+util@0.53.0/node_modules/@ark/util/out/arrays.js
 var append = (to, value2, opts) => {
@@ -91320,13 +91320,13 @@ async function summaryTable(rows, options) {
     })
   );
   if (isGitHubActions) {
-    const summary2 = core.summary;
+    const summary3 = core.summary;
     if (title) {
-      summary2.addRaw(`**${title}**
+      summary3.addRaw(`**${title}**
 
 `);
     }
-    summary2.addTable(formattedRows);
+    summary3.addTable(formattedRows);
   }
   if (title) {
     core.info(`
@@ -106202,6 +106202,9 @@ import { mkdtemp as mkdtemp2 } from "node:fs/promises";
 import { tmpdir as tmpdir2 } from "node:os";
 import { join as join13 } from "node:path";
 
+// mcp/comment.ts
+var core3 = __toESM(require_core(), 1);
+
 // utils/api.ts
 var DEFAULT_REPO_SETTINGS = {
   defaultAgent: null,
@@ -106429,6 +106432,7 @@ var addTools = (ctx, server, tools) => {
 
 // mcp/comment.ts
 var LEAPING_INTO_ACTION_PREFIX = "Leaping into action";
+var isGitHubActions2 = !!process.env.GITHUB_ACTIONS;
 async function buildCommentFooter({
   payload,
   octokit,
@@ -106557,6 +106561,7 @@ function setProgressCommentId(id) {
 var ReportProgress = type({
   body: type.string.describe("the progress update content to share")
 });
+var updateSummary = (text) => isGitHubActions2 && core3.summary.addRaw(text).write({ overwrite: true });
 async function reportProgress(ctx, { body }) {
   const existingCommentId = getProgressCommentId();
   const issueNumber = ctx.toolState.prNumber ?? ctx.toolState.issueNumber ?? ctx.payload.event.issue_number;
@@ -106577,6 +106582,7 @@ async function reportProgress(ctx, { body }) {
       body: bodyWithFooter
     });
     progressCommentWasUpdated = true;
+    await updateSummary(bodyWithFooter);
     return {
       commentId: result2.data.id,
       url: result2.data.html_url,
@@ -106611,6 +106617,7 @@ async function reportProgress(ctx, { body }) {
       comment_id: result.data.id,
       body: bodyWithPlanLink
     });
+    await updateSummary(bodyWithPlanLink);
     return {
       commentId: updateResult.data.id,
       url: updateResult.data.html_url,
@@ -106618,6 +106625,7 @@ async function reportProgress(ctx, { body }) {
       action: "created"
     };
   }
+  await updateSummary(initialBody);
   return {
     commentId: result.data.id,
     url: result.data.html_url,
@@ -131977,7 +131985,7 @@ var require_core5 = /* @__PURE__ */ __commonJSMin(((exports) => {
   Object.defineProperty(exports, "__esModule", { value: true });
   const id_1 = require_id3();
   const ref_1 = require_ref3();
-  const core4 = [
+  const core5 = [
     "$schema",
     "$id",
     "$defs",
@@ -131987,7 +131995,7 @@ var require_core5 = /* @__PURE__ */ __commonJSMin(((exports) => {
     id_1.default,
     ref_1.default
   ];
-  exports.default = core4;
+  exports.default = core5;
 }));
 var require_limitNumber3 = /* @__PURE__ */ __commonJSMin(((exports) => {
   Object.defineProperty(exports, "__esModule", { value: true });
@@ -138650,10 +138658,10 @@ async function run() {
   }
   try {
     const inputs = {
-      prompt: core3.getInput("prompt", { required: true }),
+      prompt: core4.getInput("prompt", { required: true }),
       ...flatMorph(
         agents,
-        (_, agent2) => agent2.apiKeyNames.map((inputKey) => [inputKey, core3.getInput(inputKey)])
+        (_, agent2) => agent2.apiKeyNames.map((inputKey) => [inputKey, core4.getInput(inputKey)])
       )
     };
     const result = await main(inputs);
@@ -138662,7 +138670,7 @@ async function run() {
     }
   } catch (error50) {
     const errorMessage = error50 instanceof Error ? error50.message : "Unknown error occurred";
-    core3.setFailed(`Action failed: ${errorMessage}`);
+    core4.setFailed(`Action failed: ${errorMessage}`);
   }
 }
 await run();
diff --git a/mcp/comment.ts b/mcp/comment.ts
index 2ffa2b4..1a5486f 100644
--- a/mcp/comment.ts
+++ b/mcp/comment.ts
@@ -1,3 +1,4 @@
+import * as core from "@actions/core";
 import { type } from "arktype";
 import type { Payload } from "../external.ts";
 import { agentsManifest } from "../external.ts";
@@ -14,6 +15,8 @@ import { execute, tool } from "./shared.ts";
  */
 export const LEAPING_INTO_ACTION_PREFIX = "Leaping into action";
 
+const isGitHubActions = !!process.env.GITHUB_ACTIONS;
+
 interface BuildCommentFooterParams {
   payload: Payload;
   octokit?: OctokitWithPlugins | undefined;
@@ -188,6 +191,10 @@ export const ReportProgress = type({
   body: type.string.describe("the progress update content to share"),
 });
 
+
+/** Updates job summary with the given text if running in GitHub Actions. */
+const updateSummary = (text: string) => isGitHubActions && core.summary.addRaw(text).write({ overwrite: true });
+
 /**
  * Standalone function to report progress to GitHub comment.
  * Can be called directly without going through the MCP tool interface.
@@ -234,6 +241,8 @@ export async function reportProgress(
 
     progressCommentWasUpdated = true;
 
+    await updateSummary(bodyWithFooter);
+
     return {
       commentId: result.data.id,
       url: result.data.html_url,
@@ -281,6 +290,8 @@ export async function reportProgress(
       body: bodyWithPlanLink,
     });
 
+    await updateSummary(bodyWithPlanLink);
+
     return {
       commentId: updateResult.data.id,
       url: updateResult.data.html_url,
@@ -289,6 +300,8 @@ export async function reportProgress(
     };
   }
 
+  await updateSummary(initialBody);
+
   return {
     commentId: result.data.id,
     url: result.data.html_url,