diff --git a/.github/agents/issuelens.agent.md b/.github/agents/issuelens.agent.md
index 3723efc2..73d50f8b 100644
--- a/.github/agents/issuelens.agent.md
+++ b/.github/agents/issuelens.agent.md
@@ -40,7 +40,34 @@ The comment should include, in order:
     </details>
     ```
 
-Post the comment on the issue using `github/add_issue_comment`.
+Post the comment on the issue by writing and executing the following Python script inline. The script reads `GITHUB_TOKEN` (or `GITHUB_ACCESS_TOKEN`) from the environment.
+
+```python
+import os, sys, requests
+
+def add_issue_comment(owner, repo, issue_number, body):
+    token = (
+        os.environ.get("GITHUB_TOKEN")
+        or os.environ.get("GITHUB_ACCESS_TOKEN")
+        or os.environ.get("GITHUB_PAT")
+    )
+    if not token:
+        print("❌ GitHub token not found. Set GITHUB_TOKEN, GITHUB_ACCESS_TOKEN, or GITHUB_PAT.", file=sys.stderr)
+        sys.exit(1)
+    url = f"https://api.github.com/repos/{owner}/{repo}/issues/{issue_number}/comments"
+    headers = {
+        "Authorization": f"Bearer {token}",
+        "Accept": "application/vnd.github+json",
+        "X-GitHub-Api-Version": "2022-11-28",
+    }
+    response = requests.post(url, headers=headers, json={"body": body})
+    response.raise_for_status()
+    result = response.json()
+    print(f"✅ Comment posted on issue #{issue_number}: {result['html_url']}")
+
+# Fill in owner, repo, issue_number, and body before running:
+add_issue_comment("<owner>", "<repo>", <issue_number>, "<comment_body>")
+```
 
 ## Step 2: Label the Issue
 
diff --git a/.github/skills/label-issue/SKILL.md b/.github/skills/label-issue/SKILL.md
index 272340f1..bbbddeda 100644
--- a/.github/skills/label-issue/SKILL.md
+++ b/.github/skills/label-issue/SKILL.md
@@ -35,7 +35,7 @@ Fetch `.github/llms.md` from the target repository using GitHub MCP tools. The f
 
 For template format, see [references/label_instructions_template.md](references/label_instructions_template.md).
 
-If `.github/label-instructions.md` is not found:
+If `.github/llms.md` is not found:
 1. Fetch the list of labels defined in the target repository using `github/list_labels`
 2. Create a brief summary of available labels based on their names and descriptions
 3. Use the summary to determine which labels best match the issue content
@@ -103,8 +103,8 @@ Report the labeling decision with:
 
 The skill requires:
 
-1. **GITHUB_ACCESS_TOKEN** or **GITHUB_PAT** environment variable with `repo` scope
-2. **label-instructions.md** in target repository (optional but recommended)
+1. **GITHUB_ACCESS_TOKEN** or **GITHUB_TOKEN** environment variable with `repo` scope
+2. **.github/llms.md** in target repository (optional but recommended)
 
 ## Fallback Behavior
 
diff --git a/.github/skills/label-issue/scripts/label_issue.py b/.github/skills/label-issue/scripts/label_issue.py
index 5b7fcc36..b87756c0 100644
--- a/.github/skills/label-issue/scripts/label_issue.py
+++ b/.github/skills/label-issue/scripts/label_issue.py
@@ -17,10 +17,10 @@
 
 def get_github_token() -> str:
     """Get GitHub token from environment variables."""
-    token = os.environ.get("GITHUB_ACCESS_TOKEN") or os.environ.get("GITHUB_PAT")
+    token = os.environ.get("GITHUB_ACCESS_TOKEN") or os.environ.get("GITHUB_TOKEN") or os.environ.get("GITHUB_PAT")
     if not token:
         raise ValueError(
-            "GitHub token not found. Set GITHUB_ACCESS_TOKEN or GITHUB_PAT environment variable."
+            "GitHub token not found. Set GITHUB_ACCESS_TOKEN, GITHUB_TOKEN, or GITHUB_PAT environment variable."
         )
     return token
 
diff --git a/.github/workflows/issueLens-run.yml b/.github/workflows/issueLens-run.yml
index 093fa2ec..15e2946e 100644
--- a/.github/workflows/issueLens-run.yml
+++ b/.github/workflows/issueLens-run.yml
@@ -10,6 +10,10 @@ on:
         required: true
         type: string
 
+permissions:
+  issues: write
+  contents: read
+
 jobs:
   run-issuelens:
     runs-on: ubuntu-latest
@@ -54,6 +58,7 @@ jobs:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           JAVATOOLING_INDEX_URL: ${{ secrets.JAVATOOLING_INDEX_URL }}
           MAILING_URL: ${{ secrets.MAILING_URL }}
+          REPORT_RECIPIENTS: ${{ secrets.REPORT_RECIPIENTS }}
       
       - name: Upload triage output
         uses: actions/upload-artifact@v4