diff --git a/.github/scripts/close_low_quality_prs.py b/.github/scripts/close_low_quality_prs.py
new file mode 100644
index 00000000000..0a0ff980201
--- /dev/null
+++ b/.github/scripts/close_low_quality_prs.py
@@ -0,0 +1,348 @@
+#!/usr/bin/env python3
+"""
+Auto-close stale, low-quality pull requests.
+
+Closes open PRs that satisfy ALL of the following:
+  1. Are at least N days old (default: 7) since creation.
+  2. Have a Greptile (`greptile-apps`) review comment whose latest
+     "Confidence Score: X/5" is below the configured threshold (default: 4).
+  3. Are not drafts.
+  4. Do not carry an opt-out label (default: "do not close").
+
+For each match, the script posts an explanatory comment and closes the PR.
+Contributors are invited to rebase and request a new Greptile review; if
+Greptile then scores 4/5 or higher the PR can be reopened by anyone with
+push access.
+
+Requires the `gh` CLI to be authenticated.
+
+Usage examples:
+    # Dry run (default) - prints what would be closed
+    python3 close_low_quality_prs.py
+
+    # Actually close matching PRs
+    python3 close_low_quality_prs.py --close
+
+    # Tweak thresholds
+    python3 close_low_quality_prs.py --min-age-days 7 --min-score 4 --close
+"""
+
+from __future__ import annotations
+
+import argparse
+import datetime as dt
+import json
+import re
+import subprocess
+import sys
+from typing import Any, Iterable
+
+# Greptile's GitHub App appears as `greptile-apps[bot]` in REST API comments
+# and `greptile-apps` in `gh pr view --json` output. Accept either form.
+GREPTILE_BOT_LOGINS = frozenset({"greptile-apps", "greptile-apps[bot]"})
+
+# Matches lines like:
+#   <h3>Confidence Score: 3/5</h3>
+#   **Confidence Score: 4/5**
+#   Confidence Score: 5 / 5
+SCORE_PATTERN = re.compile(
+    r"confidence\s*score\s*[:\-]?\s*(\d+)\s*/\s*5",
+    re.IGNORECASE,
+)
+
+
+def gh(*args: str) -> str:
+    """Run a `gh` CLI command and return stdout. Raises on non-zero exit."""
+    result = subprocess.run(
+        ["gh", *args],
+        capture_output=True,
+        text=True,
+        check=True,
+    )
+    return result.stdout
+
+
+def gh_json(*args: str) -> Any:
+    """Run a `gh` CLI command that emits JSON and return the parsed value."""
+    return json.loads(gh(*args))
+
+
+def fetch_open_prs(repo: str | None) -> list[dict]:
+    """Fetch all open PRs (number, createdAt, isDraft, labels, author)."""
+    repo_args = ["--repo", repo] if repo else []
+    fields = "number,title,createdAt,isDraft,labels,author,url"
+    raw = gh(
+        "pr",
+        "list",
+        "--state",
+        "open",
+        "--limit",
+        "1000",
+        "--json",
+        fields,
+        *repo_args,
+    )
+    return json.loads(raw)
+
+
+def fetch_pr_comments(pr_number: int, repo: str | None) -> list[dict]:
+    """Fetch issue-level comments on a PR (where Greptile posts its summary)."""
+    endpoint = (
+        f"repos/{repo}/issues/{pr_number}/comments?per_page=100"
+        if repo
+        else f"repos/{{owner}}/{{repo}}/issues/{pr_number}/comments?per_page=100"
+    )
+    raw = gh("api", "--paginate", endpoint)
+    comments: list[dict] = []
+    for line in raw.strip().splitlines():
+        line = line.strip()
+        if not line:
+            continue
+        parsed = json.loads(line)
+        if isinstance(parsed, list):
+            comments.extend(parsed)
+        else:
+            comments.append(parsed)
+    return comments
+
+
+def extract_greptile_score(comments: Iterable[dict]) -> tuple[int, dict] | None:
+    """Return (score, comment) for the most recent Greptile-authored comment
+    that contains a "Confidence Score: X/5". Returns None if no such comment.
+
+    "Most recent" is determined by the comment's `updated_at` (falling back to
+    `created_at`), so re-reviews override earlier passes.
+    """
+    candidates: list[tuple[str, int, dict]] = []
+    for comment in comments:
+        user = (comment.get("user") or {}).get("login", "")
+        if user not in GREPTILE_BOT_LOGINS:
+            continue
+        body = comment.get("body") or ""
+        match = SCORE_PATTERN.search(body)
+        if not match:
+            continue
+        score = int(match.group(1))
+        timestamp = comment.get("updated_at") or comment.get("created_at") or ""
+        candidates.append((timestamp, score, comment))
+
+    if not candidates:
+        return None
+
+    candidates.sort(key=lambda triple: triple[0])
+    _, score, comment = candidates[-1]
+    return score, comment
+
+
+def parse_iso8601(value: str) -> dt.datetime:
+    """Parse a GitHub ISO-8601 timestamp into a timezone-aware datetime."""
+    return dt.datetime.fromisoformat(value.replace("Z", "+00:00"))
+
+
+def has_optout_label(pr: dict, optout_labels: set[str]) -> bool:
+    labels = {label.get("name", "").lower() for label in pr.get("labels", [])}
+    return bool(labels & {lbl.lower() for lbl in optout_labels})
+
+
+def close_pr(
+    pr: dict,
+    score: int,
+    threshold: int,
+    age_days: int,
+    repo: str | None,
+    dry_run: bool,
+    label: str | None,
+) -> None:
+    """Post the explanatory comment and close the PR."""
+    pr_number = pr["number"]
+    repo_args = ["--repo", repo] if repo else []
+
+    if dry_run:
+        print(
+            f"  [DRY RUN] Would close PR #{pr_number} "
+            f"(age={age_days}d, greptile={score}/5): {pr['title']}"
+        )
+        return
+
+    comment_body = (
+        f"Closing as part of automated PR triage.\n\n"
+        f"This PR has been open for **{age_days} day(s)** and Greptile's most "
+        f"recent review scored it **{score}/5**, below our merge bar of "
+        f"**{threshold}/5**.\n\n"
+        "We close low-confidence PRs aggressively to keep the review queue "
+        "manageable for maintainers and contributors alike. **This is not a "
+        "rejection of the idea** — to bring this back:\n\n"
+        "1. Rebase on the latest `main` and address the points Greptile raised.\n"
+        f"2. Re-request a review from `@greptileai` once you've pushed the fixes.\n"
+        f"3. If Greptile returns a score of **{threshold}/5 or higher**, reopen "
+        "this PR (or open a new one) — a maintainer will take another look.\n\n"
+        "Thanks for contributing to LiteLLM. We know auto-closures can sting; "
+        "the goal is to keep the project healthy, not to dismiss your work."
+    )
+    gh("pr", "comment", str(pr_number), "--body", comment_body, *repo_args)
+
+    if label:
+        try:
+            gh("pr", "edit", str(pr_number), "--add-label", label, *repo_args)
+        except subprocess.CalledProcessError as exc:
+            stderr = (exc.stderr or "").strip()
+            print(f"  warn: failed to add label '{label}' to #{pr_number}: {stderr}")
+
+    gh("pr", "close", str(pr_number), *repo_args)
+    print(f"  Closed PR #{pr_number} (greptile={score}/5, age={age_days}d)")
+
+
+def evaluate_pr(
+    pr: dict,
+    now: dt.datetime,
+    min_age_days: int,
+    min_score: int,
+    repo: str | None,
+    optout_labels: set[str],
+) -> tuple[str, int | None, int | None]:
+    """Decide whether to close `pr`.
+
+    Returns (action, score_or_none, age_days_or_none) where action is one of:
+        "skip-draft", "skip-too-young", "skip-optout-label",
+        "skip-no-greptile-score", "skip-score-ok", or "close".
+    """
+    if pr.get("isDraft"):
+        return ("skip-draft", None, None)
+
+    if has_optout_label(pr, optout_labels):
+        return ("skip-optout-label", None, None)
+
+    created = parse_iso8601(pr["createdAt"])
+    age_days = (now - created).days
+    if age_days < min_age_days:
+        return ("skip-too-young", None, age_days)
+
+    comments = fetch_pr_comments(pr["number"], repo)
+    extraction = extract_greptile_score(comments)
+    if extraction is None:
+        return ("skip-no-greptile-score", None, age_days)
+
+    score, _ = extraction
+    if score >= min_score:
+        return ("skip-score-ok", score, age_days)
+
+    return ("close", score, age_days)
+
+
+def main() -> int:
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument(
+        "--repo",
+        type=str,
+        default=None,
+        help="Repository (owner/repo). Auto-detected if omitted.",
+    )
+    parser.add_argument(
+        "--min-age-days",
+        type=int,
+        default=7,
+        help="Minimum age (in days) before a PR is eligible (default: 7).",
+    )
+    parser.add_argument(
+        "--min-score",
+        type=int,
+        default=4,
+        choices=range(1, 6),
+        help="Greptile score below which a PR is closed (default: 4 -> closes <4/5).",
+    )
+    parser.add_argument(
+        "--optout-label",
+        action="append",
+        default=["do not close", "keep open", "wip"],
+        help=(
+            "Label(s) that exempt a PR from auto-close. "
+            "Repeat to add more. Case-insensitive."
+        ),
+    )
+    parser.add_argument(
+        "--close-label",
+        type=str,
+        default=None,
+        help=(
+            "Optional label to add to PRs that get auto-closed "
+            "(e.g. 'auto-closed-low-quality'). Must already exist on the repo."
+        ),
+    )
+    parser.add_argument(
+        "--close",
+        action="store_true",
+        help="Actually close matching PRs (default is dry-run).",
+    )
+    parser.add_argument(
+        "--limit",
+        type=int,
+        default=None,
+        help="Maximum number of PRs to close in one run (safety net).",
+    )
+    args = parser.parse_args()
+
+    dry_run = not args.close
+    if dry_run:
+        print("=== DRY RUN MODE (pass --close to actually close PRs) ===\n")
+
+    print("Fetching open PRs...")
+    prs = fetch_open_prs(args.repo)
+    print(f"Found {len(prs)} open PRs.\n")
+
+    now = dt.datetime.now(dt.timezone.utc)
+    optout_labels = set(args.optout_label)
+
+    closed = 0
+    summary = {
+        "close": 0,
+        "skip-draft": 0,
+        "skip-too-young": 0,
+        "skip-optout-label": 0,
+        "skip-no-greptile-score": 0,
+        "skip-score-ok": 0,
+    }
+
+    for pr in sorted(prs, key=lambda p: p["createdAt"]):
+        action, score, age_days = evaluate_pr(
+            pr,
+            now,
+            args.min_age_days,
+            args.min_score,
+            args.repo,
+            optout_labels,
+        )
+        summary[action] = summary.get(action, 0) + 1
+
+        if action != "close":
+            continue
+
+        assert score is not None and age_days is not None
+        print(
+            f"#{pr['number']}: \"{pr['title']}\" "
+            f"(age={age_days}d, greptile={score}/5) -> close"
+        )
+        close_pr(
+            pr,
+            score=score,
+            threshold=args.min_score,
+            age_days=age_days,
+            repo=args.repo,
+            dry_run=dry_run,
+            label=args.close_label,
+        )
+
+        if not dry_run:
+            closed += 1
+            if args.limit is not None and closed >= args.limit:
+                print(f"\nReached --limit={args.limit}; stopping.")
+                break
+
+    print("\n=== Summary ===")
+    for key, value in summary.items():
+        print(f"  {key:28s} {value}")
+    print(f"\nTotal {'would close' if dry_run else 'closed'}: {summary['close']}")
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/.github/workflows/close_low_quality_prs.yml b/.github/workflows/close_low_quality_prs.yml
new file mode 100644
index 00000000000..7768e89c0f8
--- /dev/null
+++ b/.github/workflows/close_low_quality_prs.yml
@@ -0,0 +1,80 @@
+name: Close Low-Quality Stale PRs
+
+# Auto-close PRs that have been open for a week or more and that Greptile has
+# reviewed with a confidence score below 4/5. Closures are explained in a
+# comment so contributors know how to bring the PR back (rebase, request a new
+# Greptile review, reopen on a 4+/5).
+#
+# Manual one-off run:
+#   gh workflow run "Close Low-Quality Stale PRs" -f close=true
+#
+# Dry-run preview (no PRs are touched):
+#   gh workflow run "Close Low-Quality Stale PRs" -f close=false
+
+on:
+  schedule:
+    # Daily at 09:00 UTC. Pairs well with the stale-issue workflow at midnight.
+    - cron: "0 9 * * *"
+  workflow_dispatch:
+    inputs:
+      close:
+        description: "Actually close matching PRs (false = dry run)."
+        required: false
+        default: "true"
+        type: choice
+        options:
+          - "true"
+          - "false"
+      min_age_days:
+        description: "Minimum PR age in days before it is eligible."
+        required: false
+        default: "7"
+      min_score:
+        description: "Greptile score below which a PR is closed (1-5)."
+        required: false
+        default: "4"
+      limit:
+        description: "Maximum number of PRs to close in a single run."
+        required: false
+        default: "25"
+
+permissions:
+  contents: read
+  pull-requests: write
+  issues: write
+
+jobs:
+  close-low-quality-prs:
+    if: github.repository == 'BerriAI/litellm'
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout triage script
+        uses: actions/checkout@08eba0b27e820071cde6df949e0beb9ba4906955 # v4.3.0
+        with:
+          sparse-checkout: .github/scripts
+          persist-credentials: false
+
+      - name: Set up Python
+        uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5.6.0
+        with:
+          python-version: "3.12"
+
+      - name: Run low-quality PR closer
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          CLOSE_FLAG: ${{ github.event.inputs.close || 'true' }}
+          MIN_AGE_DAYS: ${{ github.event.inputs.min_age_days || '7' }}
+          MIN_SCORE: ${{ github.event.inputs.min_score || '4' }}
+          LIMIT: ${{ github.event.inputs.limit || '25' }}
+        run: |
+          set -euo pipefail
+          ARGS=(
+            --repo "${{ github.repository }}"
+            --min-age-days "${MIN_AGE_DAYS}"
+            --min-score "${MIN_SCORE}"
+            --limit "${LIMIT}"
+          )
+          if [ "${CLOSE_FLAG}" = "true" ]; then
+            ARGS+=(--close)
+          fi
+          python3 .github/scripts/close_low_quality_prs.py "${ARGS[@]}"
diff --git a/tests/test_litellm/test_github_close_low_quality_prs.py b/tests/test_litellm/test_github_close_low_quality_prs.py
new file mode 100644
index 00000000000..2b3119fc920
--- /dev/null
+++ b/tests/test_litellm/test_github_close_low_quality_prs.py
@@ -0,0 +1,277 @@
+"""Unit tests for `.github/scripts/close_low_quality_prs.py`.
+
+These exercise the pure logic (score extraction and per-PR evaluation) without
+hitting GitHub. Network/CLI calls are stubbed via monkeypatch.
+"""
+
+from __future__ import annotations
+
+import datetime as dt
+import importlib.util
+import sys
+from pathlib import Path
+
+import pytest
+
+SCRIPT_PATH = (
+    Path(__file__).resolve().parents[2]
+    / ".github"
+    / "scripts"
+    / "close_low_quality_prs.py"
+)
+
+
+@pytest.fixture(scope="module")
+def closer_module():
+    """Load the script as a module via its file path (it lives outside the package)."""
+    spec = importlib.util.spec_from_file_location("close_low_quality_prs", SCRIPT_PATH)
+    assert spec and spec.loader, f"Could not load spec for {SCRIPT_PATH}"
+    module = importlib.util.module_from_spec(spec)
+    sys.modules["close_low_quality_prs"] = module
+    spec.loader.exec_module(module)
+    return module
+
+
+def _greptile_comment(
+    body: str,
+    updated_at: str = "2026-05-10T00:00:00Z",
+    login: str = "greptile-apps[bot]",
+) -> dict:
+    return {
+        "user": {"login": login},
+        "body": body,
+        "created_at": updated_at,
+        "updated_at": updated_at,
+    }
+
+
+class TestExtractGreptileScore:
+    def test_should_extract_score_from_html_header(self, closer_module):
+        comments = [
+            _greptile_comment("<h3>Confidence Score: 3/5</h3>\nSome body text.")
+        ]
+        result = closer_module.extract_greptile_score(comments)
+        assert result is not None
+        score, _ = result
+        assert score == 3
+
+    def test_should_accept_both_greptile_login_variants(self, closer_module):
+        # REST API form ("greptile-apps[bot]") and GraphQL form ("greptile-apps")
+        for login in ("greptile-apps", "greptile-apps[bot]"):
+            comments = [
+                _greptile_comment("<h3>Confidence Score: 2/5</h3>", login=login)
+            ]
+            result = closer_module.extract_greptile_score(comments)
+            assert result is not None, f"failed to detect score for login={login}"
+            score, _ = result
+            assert score == 2
+
+    def test_should_extract_score_from_plain_text(self, closer_module):
+        comments = [_greptile_comment("Confidence Score: 5/5 — looks good!")]
+        result = closer_module.extract_greptile_score(comments)
+        assert result is not None
+        score, _ = result
+        assert score == 5
+
+    def test_should_tolerate_whitespace_and_case(self, closer_module):
+        comments = [_greptile_comment("**confidence score : 2 / 5**")]
+        result = closer_module.extract_greptile_score(comments)
+        assert result is not None
+        score, _ = result
+        assert score == 2
+
+    def test_should_pick_most_recent_comment_when_rereview_happens(self, closer_module):
+        comments = [
+            _greptile_comment(
+                "Confidence Score: 2/5", updated_at="2026-05-01T00:00:00Z"
+            ),
+            _greptile_comment(
+                "Confidence Score: 5/5", updated_at="2026-05-12T00:00:00Z"
+            ),
+        ]
+        result = closer_module.extract_greptile_score(comments)
+        assert result is not None
+        score, _ = result
+        assert score == 5
+
+    def test_should_ignore_non_greptile_authors(self, closer_module):
+        comments = [
+            {
+                "user": {"login": "some-human"},
+                "body": "Confidence Score: 1/5",
+                "created_at": "2026-05-12T00:00:00Z",
+                "updated_at": "2026-05-12T00:00:00Z",
+            }
+        ]
+        assert closer_module.extract_greptile_score(comments) is None
+
+    def test_should_return_none_when_no_score_present(self, closer_module):
+        comments = [_greptile_comment("Greptile summary without a score.")]
+        assert closer_module.extract_greptile_score(comments) is None
+
+    def test_should_return_none_for_empty_comments(self, closer_module):
+        assert closer_module.extract_greptile_score([]) is None
+
+
+class TestEvaluatePr:
+    @pytest.fixture(autouse=True)
+    def _now(self):
+        return dt.datetime(2026, 5, 17, tzinfo=dt.timezone.utc)
+
+    def _make_pr(
+        self,
+        *,
+        number: int = 1,
+        created_days_ago: int = 10,
+        is_draft: bool = False,
+        labels: list[str] | None = None,
+    ) -> dict:
+        created = dt.datetime(2026, 5, 17, tzinfo=dt.timezone.utc) - dt.timedelta(
+            days=created_days_ago
+        )
+        return {
+            "number": number,
+            "title": f"PR #{number}",
+            "createdAt": created.isoformat().replace("+00:00", "Z"),
+            "isDraft": is_draft,
+            "labels": [{"name": lbl} for lbl in (labels or [])],
+            "author": {"login": "someone"},
+            "url": f"https://example.com/pr/{number}",
+        }
+
+    def test_should_skip_drafts(self, closer_module, _now, monkeypatch):
+        monkeypatch.setattr(
+            closer_module,
+            "fetch_pr_comments",
+            lambda *a, **kw: pytest.fail("should not fetch comments for drafts"),
+        )
+        action, score, age = closer_module.evaluate_pr(
+            self._make_pr(is_draft=True),
+            now=_now,
+            min_age_days=7,
+            min_score=4,
+            repo=None,
+            optout_labels=set(),
+        )
+        assert action == "skip-draft"
+        assert score is None and age is None
+
+    def test_should_skip_optout_label_case_insensitive(
+        self, closer_module, _now, monkeypatch
+    ):
+        monkeypatch.setattr(
+            closer_module,
+            "fetch_pr_comments",
+            lambda *a, **kw: pytest.fail("should not fetch comments for opt-outs"),
+        )
+        action, _, _ = closer_module.evaluate_pr(
+            self._make_pr(labels=["WIP"]),
+            now=_now,
+            min_age_days=7,
+            min_score=4,
+            repo=None,
+            optout_labels={"wip"},
+        )
+        assert action == "skip-optout-label"
+
+    def test_should_skip_too_young(self, closer_module, _now, monkeypatch):
+        monkeypatch.setattr(
+            closer_module,
+            "fetch_pr_comments",
+            lambda *a, **kw: pytest.fail("should not fetch comments for young PRs"),
+        )
+        action, _, age = closer_module.evaluate_pr(
+            self._make_pr(created_days_ago=2),
+            now=_now,
+            min_age_days=7,
+            min_score=4,
+            repo=None,
+            optout_labels=set(),
+        )
+        assert action == "skip-too-young"
+        assert age == 2
+
+    def test_should_skip_when_greptile_has_not_reviewed(
+        self, closer_module, _now, monkeypatch
+    ):
+        monkeypatch.setattr(closer_module, "fetch_pr_comments", lambda *a, **kw: [])
+        action, score, age = closer_module.evaluate_pr(
+            self._make_pr(created_days_ago=10),
+            now=_now,
+            min_age_days=7,
+            min_score=4,
+            repo=None,
+            optout_labels=set(),
+        )
+        assert action == "skip-no-greptile-score"
+        assert score is None and age == 10
+
+    def test_should_skip_when_score_meets_threshold(
+        self, closer_module, _now, monkeypatch
+    ):
+        monkeypatch.setattr(
+            closer_module,
+            "fetch_pr_comments",
+            lambda *a, **kw: [_greptile_comment("Confidence Score: 4/5")],
+        )
+        action, score, age = closer_module.evaluate_pr(
+            self._make_pr(created_days_ago=10),
+            now=_now,
+            min_age_days=7,
+            min_score=4,
+            repo=None,
+            optout_labels=set(),
+        )
+        assert action == "skip-score-ok"
+        assert score == 4 and age == 10
+
+    def test_should_close_when_old_and_low_score(
+        self, closer_module, _now, monkeypatch
+    ):
+        monkeypatch.setattr(
+            closer_module,
+            "fetch_pr_comments",
+            lambda *a, **kw: [_greptile_comment("Confidence Score: 3/5")],
+        )
+        action, score, age = closer_module.evaluate_pr(
+            self._make_pr(created_days_ago=10),
+            now=_now,
+            min_age_days=7,
+            min_score=4,
+            repo=None,
+            optout_labels=set(),
+        )
+        assert action == "close"
+        assert score == 3 and age == 10
+
+    def test_should_close_when_old_and_very_low_score(
+        self, closer_module, _now, monkeypatch
+    ):
+        monkeypatch.setattr(
+            closer_module,
+            "fetch_pr_comments",
+            lambda *a, **kw: [_greptile_comment("<h3>Confidence Score: 1/5</h3>")],
+        )
+        action, score, _ = closer_module.evaluate_pr(
+            self._make_pr(created_days_ago=14),
+            now=_now,
+            min_age_days=7,
+            min_score=4,
+            repo=None,
+            optout_labels=set(),
+        )
+        assert action == "close"
+        assert score == 1
+
+
+class TestHasOptoutLabel:
+    def test_should_match_label_case_insensitively(self, closer_module):
+        pr = {"labels": [{"name": "Do Not Close"}, {"name": "bug"}]}
+        assert closer_module.has_optout_label(pr, {"do not close"}) is True
+
+    def test_should_return_false_when_no_match(self, closer_module):
+        pr = {"labels": [{"name": "bug"}, {"name": "enhancement"}]}
+        assert closer_module.has_optout_label(pr, {"wip", "keep open"}) is False
+
+    def test_should_handle_missing_labels(self, closer_module):
+        assert closer_module.has_optout_label({}, {"wip"}) is False