fix: Add scripts for getting usage, fix dual committing (#1131)

agent/middleware/open_pr.py

@@ -16,6 +16,13 @@ from langchain.agents.middleware import AgentState, after_agent
 from langgraph.config import get_config
 from langgraph.runtime import Runtime
 
+from ..utils.authorship import (
+    OPEN_SWE_BOT_EMAIL,
+    OPEN_SWE_BOT_NAME,
+    add_pr_collaboration_note,
+    add_user_coauthor_trailer,
+    resolve_triggering_user_identity,
+)
 from ..utils.github import (
     create_github_pr,
     get_github_default_branch,
@@ -84,6 +91,12 @@ async def open_pr_if_needed(
         pr_title = pr_payload.get("title", "feat: Open SWE PR")
         pr_body = pr_payload.get("body", "Automated PR created by Open SWE agent.")
         commit_message = pr_payload.get("commit_message", pr_title)
+        github_token = get_github_token()
+        user_identity = await asyncio.to_thread(
+            resolve_triggering_user_identity, config, github_token
+        )
+        pr_body = add_pr_collaboration_note(pr_body, user_identity)
+        commit_message = add_user_coauthor_trailer(commit_message, user_identity)
 
         if not thread_id:
             raise ValueError("No thread_id found in config")
@@ -135,14 +148,12 @@ async def open_pr_if_needed(
             git_config_user,
             sandbox_backend,
             repo_dir,
-            "open-swe[bot]",
+            OPEN_SWE_BOT_NAME,
-            "open-swe@users.noreply.github.com",
+            OPEN_SWE_BOT_EMAIL,
         )
         await asyncio.to_thread(git_add_all, sandbox_backend, repo_dir)
         await asyncio.to_thread(git_commit, sandbox_backend, repo_dir, commit_message)
 
-        github_token = get_github_token()
-
         if github_token:
             await asyncio.to_thread(
                 git_push, sandbox_backend, repo_dir, target_branch, github_token

agent/tools/commit_and_open_pr.py

@@ -4,6 +4,13 @@ from typing import Any
 
 from langgraph.config import get_config
 
+from ..utils.authorship import (
+    OPEN_SWE_BOT_EMAIL,
+    OPEN_SWE_BOT_NAME,
+    add_pr_collaboration_note,
+    add_user_coauthor_trailer,
+    resolve_triggering_user_identity,
+)
 from ..utils.github import (
     create_github_pr,
     get_github_default_branch,
@@ -131,6 +138,9 @@ def commit_and_open_pr(
             return {"success": False, "error": "No sandbox found for thread", "pr_url": None}
 
         repo_dir = resolve_repo_dir(sandbox_backend, repo_name)
+        github_token = get_github_token()
+        user_identity = resolve_triggering_user_identity(config, github_token)
+        pr_body = add_pr_collaboration_note(body, user_identity)
 
         has_uncommitted_changes = git_has_uncommitted_changes(sandbox_backend, repo_dir)
         git_fetch_origin(sandbox_backend, repo_dir)
@@ -163,12 +173,12 @@ def commit_and_open_pr(
         git_config_user(
             sandbox_backend,
             repo_dir,
-            "open-swe[bot]",
+            OPEN_SWE_BOT_NAME,
-            "open-swe@users.noreply.github.com",
+            OPEN_SWE_BOT_EMAIL,
         )
         git_add_all(sandbox_backend, repo_dir)
 
-        commit_msg = commit_message or title
+        commit_msg = add_user_coauthor_trailer(commit_message or title, user_identity)
         if has_uncommitted_changes:
             commit_result = git_commit(sandbox_backend, repo_dir, commit_msg)
             if commit_result.exit_code != 0:
@@ -178,7 +188,6 @@ def commit_and_open_pr(
                     "pr_url": None,
                 }
 
-        github_token = get_github_token()
         if not github_token:
             logger.error("commit_and_open_pr missing GitHub token for thread %s", thread_id)
             return {
@@ -204,7 +213,7 @@ def commit_and_open_pr(
                 title=title,
                 head_branch=target_branch,
                 base_branch=base_branch,
-                body=body,
+                body=pr_body,
             )
         )
 

agent/utils/authorship.py

@@ -0,0 +1,165 @@
+"""Helpers for collaborative commit and PR attribution."""
+
+from __future__ import annotations
+
+import logging
+from dataclasses import dataclass
+from typing import Any
+
+import httpx
+
+from .github_user_email_map import GITHUB_USER_EMAIL_MAP
+
+logger = logging.getLogger(__name__)
+
+OPEN_SWE_BOT_NAME = "open-swe[bot]"
+OPEN_SWE_BOT_EMAIL = "open-swe@users.noreply.github.com"
+
+
+@dataclass(frozen=True)
+class CollaboratorIdentity:
+    """Identity used for git trailers and PR attribution."""
+
+    display_name: str
+    commit_name: str
+    commit_email: str
+
+
+def _normalize_text(value: Any) -> str:
+    return value.strip() if isinstance(value, str) else ""
+
+
+def _github_noreply_email(login: str, user_id: Any = None) -> str:
+    normalized_login = _normalize_text(login)
+    if not normalized_login:
+        return ""
+
+    normalized_user_id = str(user_id).strip() if user_id is not None else ""
+    if normalized_user_id:
+        return f"{normalized_user_id}+{normalized_login}@users.noreply.github.com"
+    return f"{normalized_login}@users.noreply.github.com"
+
+
+def _identity_from_github_token(github_token: str | None) -> CollaboratorIdentity | None:
+    if not github_token:
+        return None
+
+    try:
+        response = httpx.get(
+            "https://api.github.com/user",
+            headers={
+                "Authorization": f"Bearer {github_token}",
+                "Accept": "application/vnd.github+json",
+                "X-GitHub-Api-Version": "2022-11-28",
+            },
+            timeout=5.0,
+        )
+        if response.status_code != 200:  # noqa: PLR2004
+            logger.debug("GitHub user lookup returned %s", response.status_code)
+            return None
+
+        payload = response.json()
+        login = _normalize_text(payload.get("login"))
+        display_name = _normalize_text(payload.get("name")) or login
+        commit_email = _github_noreply_email(login, payload.get("id")) or _normalize_text(
+            payload.get("email")
+        )
+        if not display_name or not commit_email:
+            return None
+        if commit_email == OPEN_SWE_BOT_EMAIL and display_name == OPEN_SWE_BOT_NAME:
+            return None
+        return CollaboratorIdentity(
+            display_name=display_name,
+            commit_name=display_name,
+            commit_email=commit_email,
+        )
+    except httpx.HTTPError:
+        logger.debug("Failed to resolve GitHub user identity from token", exc_info=True)
+        return None
+
+
+def _identity_from_config(config: dict[str, Any]) -> CollaboratorIdentity | None:
+    configurable = config.get("configurable", {})
+
+    github_login = _normalize_text(configurable.get("github_login"))
+    if github_login:
+        github_user_id = configurable.get("github_user_id")
+        commit_email = _github_noreply_email(github_login, github_user_id) or _normalize_text(
+            GITHUB_USER_EMAIL_MAP.get(github_login)
+        )
+        if commit_email:
+            return CollaboratorIdentity(
+                display_name=github_login,
+                commit_name=github_login,
+                commit_email=commit_email,
+            )
+
+    slack_thread = configurable.get("slack_thread", {})
+    linear_issue = configurable.get("linear_issue", {})
+
+    display_name = (
+        _normalize_text(slack_thread.get("triggering_user_name"))
+        or _normalize_text(linear_issue.get("triggering_user_name"))
+        or _normalize_text(configurable.get("user_email")).split("@", 1)[0]
+    )
+    commit_email = _normalize_text(configurable.get("user_email")) or _normalize_text(
+        slack_thread.get("triggering_user_email")
+    )
+    if display_name and commit_email:
+        return CollaboratorIdentity(
+            display_name=display_name,
+            commit_name=display_name,
+            commit_email=commit_email,
+        )
+    return None
+
+
+def resolve_triggering_user_identity(
+    config: dict[str, Any],
+    github_token: str | None = None,
+) -> CollaboratorIdentity | None:
+    """Resolve the triggering user's git identity.
+
+    Prefer the GitHub account identity derived from the token when available.
+    Fall back to config metadata when the run originated from GitHub or when
+    Slack/Linear supplied an explicit user name and email.
+    """
+
+    return _identity_from_github_token(github_token) or _identity_from_config(config)
+
+
+def add_user_coauthor_trailer(
+    commit_message: str,
+    identity: CollaboratorIdentity | None,
+) -> str:
+    """Append a Co-authored-by trailer when a user identity is available."""
+    normalized_message = commit_message.rstrip()
+    if not identity:
+        return normalized_message
+
+    trailer = f"Co-authored-by: {identity.commit_name} <{identity.commit_email}>"
+    if trailer in normalized_message:
+        return normalized_message
+    return f"{normalized_message}\n\n{trailer}"
+
+
+def add_pr_collaboration_note(
+    pr_body: str,
+    identity: CollaboratorIdentity | None,
+) -> str:
+    """Append a best-effort PR attribution note.
+
+    GitHub supports commit co-authors, but not PR co-authors. This note makes
+    the collaboration explicit in the automatically-opened PR body.
+    """
+
+    normalized_body = pr_body.rstrip()
+    if not identity:
+        return normalized_body
+
+    note = f"_Opened collaboratively by {identity.display_name} and open-swe._"
+    if note in normalized_body:
+        return normalized_body
+    if not normalized_body:
+        return note
+    return f"{normalized_body}\n\n{note}"

agent/webapp.py

@@ -1168,6 +1168,7 @@ async def _trigger_or_queue_run(
     prompt: str,
     *,
     github_login: str,
+    github_user_id: int | None,
     repo_config: dict[str, str],
     pr_number: int,
 ) -> None:
@@ -1188,6 +1189,7 @@ async def _trigger_or_queue_run(
             "configurable": {
                 "source": "github",
                 "github_login": github_login,
+                "github_user_id": github_user_id,
                 "repo": repo_config,
                 "pr_number": pr_number,
             },
@@ -1251,6 +1253,7 @@ async def process_github_pr_comment(payload: dict[str, Any], event_type: str) ->
         comment_id,
         node_id,
     ) = await extract_pr_context(payload, event_type)
+    github_user_id = payload.get("sender", {}).get("id")
 
     logger.info(
         "Processing GitHub PR comment: event=%s, pr=%s, branch=%s",
@@ -1319,6 +1322,7 @@ async def process_github_pr_comment(payload: dict[str, Any], event_type: str) ->
         thread_id,
         prompt,
         github_login=github_login,
+        github_user_id=github_user_id,
         repo_config=repo_config,
         pr_number=pr_number,
     )
@@ -1336,6 +1340,7 @@ async def process_github_issue(payload: dict[str, Any], event_type: str) -> None
     issue_id = str(issue.get("id", ""))
     issue_number = issue.get("number")
     github_login = payload.get("sender", {}).get("login", "")
+    github_user_id = payload.get("sender", {}).get("id")
     issue_url = issue.get("html_url", "") or issue.get("url", "")
     title = issue.get("title", "No title")
     description = issue.get("body") or "No description"
@@ -1414,6 +1419,7 @@ async def process_github_issue(payload: dict[str, Any], event_type: str) -> None
     configurable: dict[str, Any] = {
         "source": "github",
         "github_login": github_login,
+        "github_user_id": github_user_id,
         "repo": repo_config,
         "github_issue": {
             "id": issue_id,

scripts/__init__.py

@@ -0,0 +1 @@
+"""Utility scripts for working with Open SWE thread and PR data."""

scripts/check_pr_merge_status.py

@@ -0,0 +1,185 @@
+"""Check merge status counts for PR URLs exported from LangGraph threads."""
+
+from __future__ import annotations
+
+import argparse
+import asyncio
+import json
+import logging
+import os
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Any
+from urllib.parse import urlparse
+
+import httpx
+
+logger = logging.getLogger(__name__)
+
+DEFAULT_INPUT_PATH = "pr_urls.json"
+DEFAULT_CONCURRENCY = 20
+GITHUB_API_VERSION = "2022-11-28"
+
+
+def _load_dotenv_if_available() -> None:
+    try:
+        from dotenv import load_dotenv
+    except ImportError:
+        return
+    load_dotenv()
+
+
+@dataclass(frozen=True)
+class PullRequestRef:
+    owner: str
+    repo: str
+    number: int
+    url: str
+
+
+def parse_github_pr_url(pr_url: str) -> PullRequestRef:
+    parsed_url = urlparse(pr_url)
+    if parsed_url.scheme not in {"http", "https"}:
+        raise ValueError(f"Unsupported PR URL scheme: {pr_url}")
+    if parsed_url.netloc not in {"github.com", "www.github.com"}:
+        raise ValueError(f"Unsupported PR URL host: {pr_url}")
+
+    path_parts = [part for part in parsed_url.path.split("/") if part]
+    if len(path_parts) < 4 or path_parts[2] != "pull":
+        raise ValueError(f"Unsupported GitHub PR URL path: {pr_url}")
+
+    try:
+        number = int(path_parts[3])
+    except ValueError as exc:
+        raise ValueError(f"Invalid GitHub PR number in URL: {pr_url}") from exc
+
+    return PullRequestRef(
+        owner=path_parts[0],
+        repo=path_parts[1],
+        number=number,
+        url=pr_url,
+    )
+
+
+def load_pr_urls(input_path: Path) -> list[str]:
+    payload = json.loads(input_path.read_text(encoding="utf-8"))
+    if not isinstance(payload, list):
+        raise ValueError(f"Expected {input_path} to contain a JSON array of PR URLs")
+
+    unique_urls: list[str] = []
+    seen_urls: set[str] = set()
+    for item in payload:
+        if not isinstance(item, str) or not item:
+            raise ValueError(f"Expected every item in {input_path} to be a non-empty string")
+        if item not in seen_urls:
+            seen_urls.add(item)
+            unique_urls.append(item)
+    return unique_urls
+
+
+def classify_pr_state(pr_payload: dict[str, Any]) -> str:
+    if pr_payload.get("merged") or pr_payload.get("merged_at"):
+        return "merged"
+
+    state = pr_payload.get("state")
+    if state == "open":
+        return "open_or_draft"
+    if state == "closed":
+        return "closed"
+
+    raise ValueError(f"Unsupported GitHub PR state: {state!r}")
+
+
+async def _fetch_pr_state(
+    http_client: httpx.AsyncClient,
+    pr_ref: PullRequestRef,
+    github_pat: str,
+    semaphore: asyncio.Semaphore,
+) -> str:
+    headers = {
+        "Authorization": f"Bearer {github_pat}",
+        "Accept": "application/vnd.github+json",
+        "X-GitHub-Api-Version": GITHUB_API_VERSION,
+    }
+
+    async with semaphore:
+        response = await http_client.get(
+            f"https://api.github.com/repos/{pr_ref.owner}/{pr_ref.repo}/pulls/{pr_ref.number}",
+            headers=headers,
+        )
+
+    if response.status_code != 200:  # noqa: PLR2004
+        raise RuntimeError(
+            f"GitHub API returned {response.status_code} for {pr_ref.url}: {response.text}"
+        )
+
+    payload = response.json()
+    if not isinstance(payload, dict):
+        raise RuntimeError(f"Unexpected GitHub API response for {pr_ref.url}")
+    return classify_pr_state(payload)
+
+
+async def summarize_pr_statuses(
+    *,
+    pr_urls: list[str],
+    github_pat: str,
+    concurrency: int = DEFAULT_CONCURRENCY,
+) -> dict[str, int]:
+    semaphore = asyncio.Semaphore(concurrency)
+    async with httpx.AsyncClient(timeout=30.0) as http_client:
+        tasks = [
+            _fetch_pr_state(http_client, parse_github_pr_url(pr_url), github_pat, semaphore)
+            for pr_url in pr_urls
+        ]
+        states = await asyncio.gather(*tasks)
+
+    return {
+        "total_prs": len(pr_urls),
+        "total_merged_prs": sum(1 for state in states if state == "merged"),
+        "total_open_draft_prs": sum(1 for state in states if state == "open_or_draft"),
+        "total_closed_prs": sum(1 for state in states if state == "closed"),
+    }
+
+
+def parse_args() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(description="Check merge status for GitHub PR URLs.")
+    parser.add_argument(
+        "--input",
+        default=DEFAULT_INPUT_PATH,
+        help=f"Path to the input JSON file. Defaults to {DEFAULT_INPUT_PATH!r}.",
+    )
+    parser.add_argument(
+        "--concurrency",
+        type=int,
+        default=DEFAULT_CONCURRENCY,
+        help=f"Concurrent GitHub API requests. Defaults to {DEFAULT_CONCURRENCY}.",
+    )
+    return parser.parse_args()
+
+
+def main() -> None:
+    _load_dotenv_if_available()
+    logging.basicConfig(level=logging.INFO, format="%(message)s")
+
+    args = parse_args()
+    github_pat = os.environ.get("GITHUB_PAT")
+    if not github_pat:
+        raise RuntimeError("GITHUB_PAT must be set")
+
+    pr_urls = load_pr_urls(Path(args.input))
+    summary = asyncio.run(
+        summarize_pr_statuses(
+            pr_urls=pr_urls,
+            github_pat=github_pat,
+            concurrency=args.concurrency,
+        )
+    )
+
+    logger.info("total PRs: %d", summary["total_prs"])
+    logger.info("total merged PRs: %d", summary["total_merged_prs"])
+    logger.info("total open/draft PRs: %d", summary["total_open_draft_prs"])
+    logger.info("total closed PRs: %d", summary["total_closed_prs"])
+
+
+if __name__ == "__main__":
+    main()

scripts/export_pr_urls.py

@@ -0,0 +1,321 @@
+"""Export unique PR URLs from commit_and_open_pr tool messages in LangGraph threads."""
+
+from __future__ import annotations
+
+import argparse
+import asyncio
+import json
+import logging
+import os
+from collections.abc import Iterator
+from datetime import UTC, datetime, timedelta
+from pathlib import Path
+from typing import Any
+
+from langchain_core.messages import BaseMessage, convert_to_messages
+from langgraph_sdk import get_client
+from langgraph_sdk.client import LangGraphClient
+
+logger = logging.getLogger(__name__)
+
+DEFAULT_OUTPUT_PATH = "pr_urls.json"
+DEFAULT_PAGE_SIZE = 100
+DEFAULT_CONCURRENCY = 20
+DEFAULT_DAYS_BACK = 9
+
+
+def _load_dotenv_if_available() -> None:
+    try:
+        from dotenv import load_dotenv
+    except ImportError:
+        return
+    load_dotenv()
+
+
+def get_langgraph_url(explicit_url: str | None = None) -> str:
+    if explicit_url:
+        return explicit_url
+    return os.environ.get("LANGGRAPH_URL") or os.environ.get(
+        "LANGGRAPH_URL_PROD", "http://localhost:2024"
+    )
+
+
+def extract_pr_urls_from_messages(messages: list[BaseMessage]) -> list[str]:
+    pr_urls: list[str] = []
+
+    for message in messages:
+        if getattr(message, "type", None) != "tool":
+            continue
+        if getattr(message, "name", None) != "commit_and_open_pr":
+            continue
+
+        content = getattr(message, "content", None)
+        payload: dict[str, Any] | None = None
+        if isinstance(content, str):
+            try:
+                parsed_content = json.loads(content)
+            except (TypeError, ValueError):
+                continue
+            if isinstance(parsed_content, dict):
+                payload = parsed_content
+        elif isinstance(content, dict):
+            payload = content
+
+        if not payload:
+            continue
+
+        pr_url = payload.get("pr_url")
+        if isinstance(pr_url, str) and pr_url:
+            pr_urls.append(pr_url)
+
+    return pr_urls
+
+
+def extract_pr_urls_from_state_values(state_values: Any) -> list[str]:
+    if not isinstance(state_values, dict):
+        return []
+
+    raw_messages = state_values.get("messages")
+    if not isinstance(raw_messages, list):
+        return []
+
+    try:
+        messages = convert_to_messages(raw_messages)
+    except Exception:  # noqa: BLE001
+        logger.exception("Failed to deserialize messages from thread state")
+        raise ValueError("Failed to deserialize messages from thread state") from None
+
+    return extract_pr_urls_from_messages(messages)
+
+
+def _get_thread_id(thread: Any) -> str | None:
+    if isinstance(thread, dict):
+        thread_id = thread.get("thread_id")
+    else:
+        thread_id = getattr(thread, "thread_id", None)
+    return thread_id if isinstance(thread_id, str) and thread_id else None
+
+
+def _coerce_datetime(value: Any) -> datetime | None:
+    if isinstance(value, datetime):
+        if value.tzinfo is None:
+            return value.replace(tzinfo=UTC)
+        return value.astimezone(UTC)
+
+    if isinstance(value, str):
+        try:
+            parsed = datetime.fromisoformat(value.replace("Z", "+00:00"))
+        except ValueError:
+            return None
+        if parsed.tzinfo is None:
+            return parsed.replace(tzinfo=UTC)
+        return parsed.astimezone(UTC)
+
+    return None
+
+
+def _get_thread_created_at(thread: Any) -> datetime | None:
+    if isinstance(thread, dict):
+        created_at = thread.get("created_at")
+    else:
+        created_at = getattr(thread, "created_at", None)
+    return _coerce_datetime(created_at)
+
+
+def _split_recent_threads(threads: list[Any], cutoff: datetime) -> tuple[list[Any], bool]:
+    recent_threads: list[Any] = []
+
+    for thread in threads:
+        created_at = _get_thread_created_at(thread)
+        if created_at is None:
+            logger.warning(
+                "Skipping thread %s because created_at is missing or invalid",
+                _get_thread_id(thread) or "<unknown>",
+            )
+            continue
+        if created_at >= cutoff:
+            recent_threads.append(thread)
+            continue
+        return recent_threads, True
+
+    return recent_threads, False
+
+
+def _iter_offset_batches(
+    total_threads: int, page_size: int, batch_size: int
+) -> Iterator[list[int]]:
+    offsets = range(0, total_threads, page_size)
+    batch: list[int] = []
+
+    for offset in offsets:
+        batch.append(offset)
+        if len(batch) == batch_size:
+            yield batch
+            batch = []
+
+    if batch:
+        yield batch
+
+
+async def _fetch_thread_page(
+    client: LangGraphClient,
+    *,
+    offset: int,
+    page_size: int,
+) -> tuple[int, list[Any]]:
+    threads = await client.threads.search(
+        limit=page_size,
+        offset=offset,
+        sort_by="created_at",
+        sort_order="desc",
+    )
+    return offset, threads
+
+
+async def _fetch_pr_urls_for_thread(
+    client: LangGraphClient,
+    thread_id: str,
+    semaphore: asyncio.Semaphore,
+) -> list[str]:
+    async with semaphore:
+        try:
+            state = await client.threads.get_state(thread_id)
+        except Exception:  # noqa: BLE001
+            logger.exception("Failed to fetch state for thread %s", thread_id)
+            return []
+
+        return extract_pr_urls_from_state_values(state.get("values"))
+
+
+async def export_pr_urls(
+    *,
+    langgraph_url: str,
+    output_path: Path,
+    page_size: int = DEFAULT_PAGE_SIZE,
+    concurrency: int = DEFAULT_CONCURRENCY,
+    days_back: int = DEFAULT_DAYS_BACK,
+) -> list[str]:
+    if page_size < 1:
+        raise ValueError("page_size must be greater than 0")
+    if concurrency < 1:
+        raise ValueError("concurrency must be greater than 0")
+    if days_back < 1:
+        raise ValueError("days_back must be greater than 0")
+
+    api_key = os.environ.get("LANGGRAPH_API_KEY")
+    client = get_client(url=langgraph_url, api_key=api_key)
+    try:
+        total_threads = await client.threads.count()
+        cutoff = datetime.now(UTC) - timedelta(days=days_back)
+        logger.info(
+            "Scanning threads from %s created on or after %s",
+            langgraph_url,
+            cutoff.isoformat(),
+        )
+
+        state_semaphore = asyncio.Semaphore(concurrency)
+        unique_pr_urls: set[str] = set()
+        recent_threads_count = 0
+
+        for offset_batch in _iter_offset_batches(total_threads, page_size, concurrency):
+            page_results = await asyncio.gather(
+                *[
+                    _fetch_thread_page(client, offset=offset, page_size=page_size)
+                    for offset in offset_batch
+                ]
+            )
+
+            thread_ids: list[str] = []
+            saw_older_thread = False
+            for _offset, threads in sorted(page_results, key=lambda result: result[0]):
+                if not threads:
+                    continue
+
+                recent_threads, saw_older_thread = _split_recent_threads(threads, cutoff)
+                recent_threads_count += len(recent_threads)
+
+                for thread in recent_threads:
+                    thread_id = _get_thread_id(thread)
+                    if thread_id:
+                        thread_ids.append(thread_id)
+
+                if saw_older_thread:
+                    break
+
+            for pr_urls in await asyncio.gather(
+                *[
+                    _fetch_pr_urls_for_thread(client, thread_id, state_semaphore)
+                    for thread_id in thread_ids
+                ]
+            ):
+                unique_pr_urls.update(pr_urls)
+
+            logger.info("Processed %d recent thread(s)", recent_threads_count)
+
+            if saw_older_thread:
+                break
+
+        sorted_pr_urls = sorted(unique_pr_urls)
+        output_path.parent.mkdir(parents=True, exist_ok=True)
+        output_path.write_text(f"{json.dumps(sorted_pr_urls, indent=2)}\n", encoding="utf-8")
+        logger.info("Total threads in deployment: %d", total_threads)
+        logger.info("Threads in last %d days: %d", days_back, recent_threads_count)
+        logger.info("Wrote %d unique PR URL(s) to %s", len(sorted_pr_urls), output_path)
+        return sorted_pr_urls
+    finally:
+        await client.aclose()
+
+
+def parse_args() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(
+        description="Export unique PR URLs from commit_and_open_pr tool messages."
+    )
+    parser.add_argument(
+        "--output",
+        default=DEFAULT_OUTPUT_PATH,
+        help=f"Path to the output JSON file. Defaults to {DEFAULT_OUTPUT_PATH!r}.",
+    )
+    parser.add_argument(
+        "--langgraph-url",
+        default=None,
+        help="LangGraph deployment URL. Defaults to LANGGRAPH_URL or LANGGRAPH_URL_PROD.",
+    )
+    parser.add_argument(
+        "--page-size",
+        type=int,
+        default=DEFAULT_PAGE_SIZE,
+        help=f"Threads to fetch per page. Defaults to {DEFAULT_PAGE_SIZE}.",
+    )
+    parser.add_argument(
+        "--concurrency",
+        type=int,
+        default=DEFAULT_CONCURRENCY,
+        help=f"Concurrent LangGraph page/state requests per batch. Defaults to {DEFAULT_CONCURRENCY}.",
+    )
+    parser.add_argument(
+        "--days-back",
+        type=int,
+        default=DEFAULT_DAYS_BACK,
+        help=f"Only include threads created in the last N days. Defaults to {DEFAULT_DAYS_BACK}.",
+    )
+    return parser.parse_args()
+
+
+def main() -> None:
+    _load_dotenv_if_available()
+    logging.basicConfig(level=logging.INFO, format="%(levelname)s %(message)s")
+
+    args = parse_args()
+    asyncio.run(
+        export_pr_urls(
+            langgraph_url=get_langgraph_url(args.langgraph_url),
+            output_path=Path(args.output),
+            page_size=args.page_size,
+            concurrency=args.concurrency,
+            days_back=args.days_back,
+        )
+    )
+
+
+if __name__ == "__main__":
+    main()