diff --git a/.gitea/workflows/agent-market-watch.yaml b/.gitea/workflows/agent-market-watch.yaml
index 93809434..3605e88d 100644
--- a/.gitea/workflows/agent-market-watch.yaml
+++ b/.gitea/workflows/agent-market-watch.yaml
@@ -496,11 +496,9 @@ jobs:
           print(json.dumps(summary, ensure_ascii=False, sort_keys=True))
           PY
 
-      - name: Notify Telegram on actionable change or failure
+      - name: Summarize actionable change or failure
         if: always()
         env:
-          TG_BOT_TOKEN: ${{ secrets.TELEGRAM_BOT_TOKEN }}
-          OPENCLAW_TG_BOT_TOKEN: ${{ secrets.OPENCLAW_TG_BOT_TOKEN }}
           TG_CHAT_ID: ${{ env.TELEGRAM_ALERT_CHAT_ID }}
           JOB_STATUS: ${{ job.status }}
           CANDIDATE_COUNT: ${{ steps.watch.outputs.candidate_count }}
@@ -533,22 +531,11 @@ jobs:
             exit 0
           fi
 
-          TOKEN="${TG_BOT_TOKEN:-${OPENCLAW_TG_BOT_TOKEN:-}}"
-          if [ -z "$TOKEN" ] || [ -z "${TG_CHAT_ID:-}" ]; then
-            echo "Telegram secret missing; skip market watch notification."
-            exit 0
-          fi
-
           python3 - <<'PY'
           import os
-          import urllib.parse
-          import urllib.request
           from datetime import datetime
-          from html import escape
           from zoneinfo import ZoneInfo
 
-          token = os.environ.get("TG_BOT_TOKEN") or os.environ.get("OPENCLAW_TG_BOT_TOKEN")
-          chat_id = os.environ.get("TG_CHAT_ID", "")
           status = os.environ.get("JOB_STATUS", "unknown")
           changed = os.environ.get("CHANGED_CANDIDATES") or "0"
           queue = os.environ.get("INTEGRATION_QUEUE_COUNT") or "0"
@@ -571,31 +558,24 @@ jobs:
           generated = datetime.now(ZoneInfo("Asia/Taipei")).strftime("%Y-%m-%d %H:%M")
 
           title = "Agent Market Watch 需要複核" if status == "success" else "Agent Market Watch 執行失敗"
-          message = (
-              f"<b>[{escape(title)}]</b>\n"
-              f"時間：<code>{escape(generated)}</code>\n"
-              f"狀態：<code>{escape(status)}</code>\n"
-              f"候選：<code>{escape(candidates)}</code>；來源：<code>{escape(sources)}</code>\n"
-              f"變動候選：<code>{escape(changed)}</code>；整合佇列：<code>{escape(queue)}</code>；來源失敗：<code>{escape(failures)}</code>\n\n"
-              f"Review：已審 <code>{escape(reviewed)}</code>；擋下整合 <code>{escape(blocked)}</code>；成本批准需求 <code>{escape(cost_approvals)}</code>；依賴批准需求 <code>{escape(dependency_approvals)}</code>\n\n"
-              f"Discovery：unique repo <code>{escape(discovery_repos)}</code>；需人工分類 <code>{escape(discovery_manual)}</code>；新未分類 <code>{escape(discovery_new)}</code>；已分類 <code>{escape(classified_repos)}</code>；建議 watch <code>{escape(recommended_watch_additions)}</code>\n\n"
-              f"Promotion：scorecard prescreen eligible <code>{escape(watch_promotion_eligible)}</code>；priority upgrade approved <code>{escape(watch_promotion_approved)}</code>；replay approved <code>{escape(replay_candidates_approved)}</code>\n\n"
-              "政策：此 workflow 只建立市場觀察、整合審查、discovery intake/classification 訊號，不批准 SDK 安裝、付費 API、replay、shadow/canary 或 OpenClaw 取代。\n"
-              f"Log：{escape(actions_url)}"
-          )
-          payload = urllib.parse.urlencode(
-              {
-                  "chat_id": chat_id,
-                  "text": message,
-                  "parse_mode": "HTML",
-                  "disable_web_page_preview": "true",
-              }
-          ).encode()
-          request = urllib.request.Request(
-              f"https://api.telegram.org/bot{token}/sendMessage",
-              data=payload,
-              method="POST",
-          )
-          with urllib.request.urlopen(request, timeout=10) as response:  # noqa: S310
-              response.read()
+          lines = [
+              f"## {title}",
+              "",
+              f"- 時間：`{generated}`",
+              f"- 狀態：`{status}`",
+              f"- 候選 / 來源：`{candidates}` / `{sources}`",
+              f"- 變動候選 / 整合佇列 / 來源失敗：`{changed}` / `{queue}` / `{failures}`",
+              f"- Review：已審 `{reviewed}`；擋下整合 `{blocked}`；成本批准需求 `{cost_approvals}`；依賴批准需求 `{dependency_approvals}`",
+              f"- Discovery：unique repo `{discovery_repos}`；需人工分類 `{discovery_manual}`；新未分類 `{discovery_new}`；已分類 `{classified_repos}`；建議 watch `{recommended_watch_additions}`",
+              f"- Promotion：scorecard prescreen eligible `{watch_promotion_eligible}`；priority upgrade approved `{watch_promotion_approved}`；replay approved `{replay_candidates_approved}`",
+              "",
+              "政策：此 workflow 只建立市場觀察、整合審查、discovery intake/classification 訊號，不批准 SDK 安裝、付費 API、replay、shadow/canary 或 OpenClaw 取代。",
+              f"Log：{actions_url}",
+          ]
+          summary = "\n".join(lines) + "\n"
+          print(summary)
+          step_summary_path = os.environ.get("GITHUB_STEP_SUMMARY")
+          if step_summary_path:
+              with open(step_summary_path, "a", encoding="utf-8") as handle:
+                  handle.write(summary)
           PY