# User tweets

> An account's tweets and retweets, about 20 per page, with text, media and engagement counts.

- **Request:** `GET https://api.lurkapi.com/v1/twitter/user-tweets`
- **Auth:** `x-api-key` header ([get a free key](https://lurkapi.com/login?next=/dashboard))
- **Cost:** 1 credit per call. Validation errors, `401`/`402`/`429` rejections and `5xx` failures are free; `not_found` is charged ([how charging works](https://lurkapi.com/docs.md#credits)).
- **MCP tool:** `twitter_user_tweets` on `https://api.lurkapi.com/mcp`
- **Freshness:** responses are cached for up to 5 minutes
- **Try it live:** https://lurkapi.com/docs/twitter/user-tweets#try (no signup; free tool: [Twitter viewer](https://lurkapi.com/free-tools/twitter-viewer))
- **Platform:** [X (Twitter)](https://lurkapi.com/docs/twitter.md) (x.com)
- **Web page:** https://lurkapi.com/docs/twitter/user-tweets

## When to use this

Use it to audit what an account posts and how each post does. Retweets are included (the original is in `retweeted_tweet`); replies aren't, except the account's own threads. On the first page the pinned tweet comes first, with `pinned: true`.

**Ordering.** Check `ordering`. For most accounts it's `chronological`: newest first, with more pages. For some very large accounts X shows logged-out visitors only a `ranked` sample instead: about 100 popular tweets from all years, in X's order, with no next page.

**Pagination.** Pass the response's `cursor` back as `cursor` (with the same `handle`) for older tweets; it's null at the end.

Unknown and suspended accounts return 404 `not_found`, and so do protected accounts, whose tweets need a login.

## Parameters

All parameters go in the query string.

| Name | Type | Required | Default | Allowed values | Description | Example |
| --- | --- | --- | --- | --- | --- | --- |
| `handle` | string | yes |  |  | X username, with or without @ (e.g. `NASA`), or the profile URL. | `NASA` |
| `cursor` | string | no |  |  | The `cursor` from the previous response, to get older tweets. |  |

## Example request

Replace `YOUR_API_KEY` with your key, or set `LURKAPI_KEY` for the code. [Get a free key](https://lurkapi.com/login?next=/dashboard).

curl:

```bash
curl "https://api.lurkapi.com/v1/twitter/user-tweets?handle=NASA" \
  -H "x-api-key: YOUR_API_KEY"
```

JavaScript:

```js
const params = new URLSearchParams({
  handle: "NASA",
});
const res = await fetch(`https://api.lurkapi.com/v1/twitter/user-tweets?${params}`, {
  headers: { "x-api-key": process.env.LURKAPI_KEY },
});
const data = await res.json();
if (!data.success) throw new Error(`${data.code}: ${data.error}`);
console.log(data.tweets);
```

Python:

```python
import os
import requests

res = requests.get(
    "https://api.lurkapi.com/v1/twitter/user-tweets",
    params={
        "handle": "NASA",
    },
    headers={"x-api-key": os.environ["LURKAPI_KEY"]},
    timeout=60,
)
data = res.json()
if not data["success"]:
    raise RuntimeError(f"{data['code']}: {data['error']}")
print(data["tweets"])
```

## Example response

A real response from this endpoint, captured from the live API and trimmed to a couple of items. Strings over 96 characters (mostly signed media URLs) are cut short and end in `…`.

200 OK (application/json):

```json
{
  "success": true,
  "credits_remaining": 999997,
  "credits_charged": 1,
  "tweets": [
    {
      "id": "2104593672624886205",
      "url": "https://x.com/NASA/status/2104593672624886205",
      "text": "How do we respond when we detect an asteroid that could pose a threat to…",
      "created_at": "2026-09-28T15:26:47.000Z",
      "lang": "en",
      "source": "Sprinklr",
      "author": {
        "id": "11348282",
        "handle": "NASA",
        "name": "NASA",
        "avatar": "https://pbs.twimg.com/profile_images/1321163587679784960/0ZxKlEKB_400x400.jpg",
        "verified": true,
        "verified_type": "Government",
        "followers": 92377446
      },
      "counts": {
        "likes": 3228,
        "replies": 210,
        "retweets": 538,
        "quotes": 40,
        "bookmarks": 267,
        "views": 676901
      },
      "media": [
        {
          "type": "video",
          "url": "https://pbs.twimg.com/media/HTUEyn0XkAALVB_.png",
          "width": 405,
          "height": 720,
          "duration_ms": 38605,
          "variants": [
            {
              "url": "https://video.twimg.com/amplify_video/2104593621043314689/vid/avc1/608x1…",
              "content_type": "video/mp4",
              "bitrate": 2176000
            },
            {
              "url": "https://video.twimg.com/amplify_video/2104593621043314689/vid/avc1/480x8…",
              "content_type": "video/mp4",
              "bitrate": 950000
            },
            {
              "url": "https://video.twimg.com/amplify_video/2104593621043314689/vid/avc1/320x5…",
              "content_type": "video/mp4",
              "bitrate": 632000
            },
            {
              "url": "https://video.twimg.com/amplify_video/2104593621043314689/pl/iMMWqCJ1OZowER7i.m3u8?tag=16&v=2b3",
              "content_type": "application/x-mpegURL",
              "bitrate": null
            }
          ]
        }
      ],
      "hashtags": [],
      "mentions": [],
      "links": [
        "https://go.nasa.gov/4AUCQ3Z"
      ],
      "reply_to_id": null,
      "reply_to_handle": null,
      "conversation_id": "2104593672624886205",
      "quoted_id": null,
      "possibly_sensitive": false,
      "quoted_tweet": null,
      "retweeted_tweet": null,
      "pinned": true
    },
    {
      "id": "2105014687532212518",
      "url": "https://x.com/NASA/status/2105014687532212518",
      "text": "We're ready for Crew-13 to launch to the @Space_Station! Join us for a p…",
      "created_at": "2026-09-29T19:19:45.000Z",
      "lang": "en",
      "source": "Sprinklr",
      "author": {
        "id": "11348282",
        "handle": "NASA",
        "name": "NASA",
        "avatar": "https://pbs.twimg.com/profile_images/1321163587679784960/0ZxKlEKB_400x400.jpg",
        "verified": true,
        "verified_type": "Government",
        "followers": 92377446
      },
      "counts": {
        "likes": 2279,
        "replies": 134,
        "retweets": 283,
        "quotes": 28,
        "bookmarks": 73,
        "views": 827274
      },
      "media": [
        {
          "type": "photo",
          "url": "https://pbs.twimg.com/media/HTaDs_pXwAAzhcG.jpg",
          "width": 1919,
          "height": 894,
          "duration_ms": null,
          "variants": []
        }
      ],
      "hashtags": [],
      "mentions": [
        "Space_Station"
      ],
      "links": [
        "https://go.nasa.gov/4hSzzKG"
      ],
      "reply_to_id": null,
      "reply_to_handle": null,
      "conversation_id": "2105014687532212518",
      "quoted_id": null,
      "possibly_sensitive": false,
      "quoted_tweet": null,
      "retweeted_tweet": null,
      "pinned": false
    }
  ],
  "cursor": "nasa:11348282:DAAHCgABHTeLQPC__-wLAAIAAAATMjEwMjUyMDE2MzIyNDc2MDU0MQgAAwAAAAIAAA",
  "ordering": "chronological"
}
```

## Response fields

Every field of a successful response. `[]` marks a list: `a[].b` is the `b` of each item in `a`. **nullable** fields can be `null`; **optional** fields can be missing.

| Field | Type | Description |
| --- | --- | --- |
| `success` | `true` | Always true here; errors have `success: false`. |
| `credits_remaining` | `number` | Your balance after this call. On anonymous playground calls: free tries left today. |
| `credits_charged` | `number` | Credits this call cost; 0 on free endpoints. On anonymous playground calls: tries used (1). |
| `tweets` | `object[]` | One page of tweets and retweets, in `ordering` order. |
| `tweets[].id` | `string` | Tweet id, e.g. `2104593672624886205`. |
| `tweets[].url` | `string` | The tweet on x.com. |
| `tweets[].text` | `string` | The text as x.com shows it: long posts in full, t.co links expanded, without a reply's leading @mentions or the trailing media link. Empty for media-only tweets. |
| `tweets[].created_at` | `string` | When it was posted, ISO 8601. |
| `tweets[].lang` | `string`, nullable | Language as X detects it, e.g. `en` (`und` when it can't tell); null if unknown. |
| `tweets[].source` | `string`, nullable | The app it was posted from, e.g. `Twitter for iPhone`; null if X doesn't say. |
| `tweets[].author` | `object` | Who posted it. |
| `tweets[].author.id` | `string` | Numeric user id. It stays the same when the handle changes. |
| `tweets[].author.handle` | `string` | Username (handle), without @. |
| `tweets[].author.name` | `string` | Display name. |
| `tweets[].author.avatar` | `string`, nullable | Profile picture URL, 400×400; null if none. |
| `tweets[].author.verified` | `boolean` | Has the blue check (X Premium). |
| `tweets[].author.verified_type` | `string`, nullable | `Business` (gold check, a verified organization) or `Government` (grey check); null otherwise. |
| `tweets[].author.followers` | `number`, nullable | Followers when fetched; null when X's main source was busy and the tweet came from its embed data. |
| `tweets[].counts` | `object` | Engagement when fetched. Exact numbers, not rounded. |
| `tweets[].counts.likes` | `number` | Likes. |
| `tweets[].counts.replies` | `number` | Replies. |
| `tweets[].counts.retweets` | `number`, nullable | Reposts (retweets); null when X's main source was busy and the tweet came from its embed data. |
| `tweets[].counts.quotes` | `number`, nullable | Quote posts; null when X's main source was busy and the tweet came from its embed data. |
| `tweets[].counts.bookmarks` | `number`, nullable | Bookmarks; null when X's main source was busy and the tweet came from its embed data. |
| `tweets[].counts.views` | `number`, nullable | Views; null on tweets from before 2023 (X didn't count them then), and null when X's main source was busy and the tweet came from its embed data. |
| `tweets[].media` | `object[]` | Attached photos, videos and GIFs, in order. Empty if none. |
| `tweets[].media[].type` | `string` | `photo`, `video` or `gif` (X plays GIFs as silent looping MP4s). |
| `tweets[].media[].url` | `string` | The image; for videos and GIFs, the poster (thumbnail) image. |
| `tweets[].media[].width` | `number` | Original width in pixels. |
| `tweets[].media[].height` | `number` | Original height in pixels. |
| `tweets[].media[].duration_ms` | `number`, nullable | Video length in milliseconds; null for photos and GIFs. |
| `tweets[].media[].variants` | `object[]` | Playable files for videos and GIFs: MP4s from highest to lowest bitrate, then the HLS playlist. Empty for photos. |
| `tweets[].media[].variants[].url` | `string` | File URL on video.twimg.com. |
| `tweets[].media[].variants[].content_type` | `string` | `video/mp4`, or `application/x-mpegURL` for the HLS playlist. |
| `tweets[].media[].variants[].bitrate` | `number`, nullable | Bits per second; null for the HLS playlist. |
| `tweets[].hashtags` | `string[]` | Hashtags in the text, without #. |
| `tweets[].mentions` | `string[]` | Usernames @mentioned, including the ones a reply is addressed to. |
| `tweets[].links` | `string[]` | Links in the text, expanded (not t.co). The tweet's own photos and videos aren't included. |
| `tweets[].reply_to_id` | `string`, nullable | Id of the tweet this replies to; null if it isn't a reply. |
| `tweets[].reply_to_handle` | `string`, nullable | Username of the account this replies to; null if it isn't a reply. |
| `tweets[].conversation_id` | `string`, nullable | Id of the thread's first tweet (its own id if it starts one); null if X doesn't say. |
| `tweets[].quoted_id` | `string`, nullable | Id of the tweet this one quotes; null if it isn't a quote. |
| `tweets[].possibly_sensitive` | `boolean` | X marks the media as possibly sensitive. |
| `tweets[].quoted_tweet` | `object`, nullable | The tweet this one quotes (without its own quoted or retweeted tweet); null if none or it's no longer available. |
| `tweets[].quoted_tweet.id` | `string` | Tweet id, e.g. `2104593672624886205`. |
| `tweets[].quoted_tweet.url` | `string` | The tweet on x.com. |
| `tweets[].quoted_tweet.text` | `string` | The text as x.com shows it: long posts in full, t.co links expanded, without a reply's leading @mentions or the trailing media link. Empty for media-only tweets. |
| `tweets[].quoted_tweet.created_at` | `string` | When it was posted, ISO 8601. |
| `tweets[].quoted_tweet.lang` | `string`, nullable | Language as X detects it, e.g. `en` (`und` when it can't tell); null if unknown. |
| `tweets[].quoted_tweet.source` | `string`, nullable | The app it was posted from, e.g. `Twitter for iPhone`; null if X doesn't say. |
| `tweets[].quoted_tweet.author` | `object` | Who posted it. |
| `tweets[].quoted_tweet.author.id` | `string` | Numeric user id. It stays the same when the handle changes. |
| `tweets[].quoted_tweet.author.handle` | `string` | Username (handle), without @. |
| `tweets[].quoted_tweet.author.name` | `string` | Display name. |
| `tweets[].quoted_tweet.author.avatar` | `string`, nullable | Profile picture URL, 400×400; null if none. |
| `tweets[].quoted_tweet.author.verified` | `boolean` | Has the blue check (X Premium). |
| `tweets[].quoted_tweet.author.verified_type` | `string`, nullable | `Business` (gold check, a verified organization) or `Government` (grey check); null otherwise. |
| `tweets[].quoted_tweet.author.followers` | `number`, nullable | Followers when fetched; null when X's main source was busy and the tweet came from its embed data. |
| `tweets[].quoted_tweet.counts` | `object` | Engagement when fetched. Exact numbers, not rounded. |
| `tweets[].quoted_tweet.counts.likes` | `number` | Likes. |
| `tweets[].quoted_tweet.counts.replies` | `number` | Replies. |
| `tweets[].quoted_tweet.counts.retweets` | `number`, nullable | Reposts (retweets); null when X's main source was busy and the tweet came from its embed data. |
| `tweets[].quoted_tweet.counts.quotes` | `number`, nullable | Quote posts; null when X's main source was busy and the tweet came from its embed data. |
| `tweets[].quoted_tweet.counts.bookmarks` | `number`, nullable | Bookmarks; null when X's main source was busy and the tweet came from its embed data. |
| `tweets[].quoted_tweet.counts.views` | `number`, nullable | Views; null on tweets from before 2023 (X didn't count them then), and null when X's main source was busy and the tweet came from its embed data. |
| `tweets[].quoted_tweet.media` | `object[]` | Attached photos, videos and GIFs, in order. Empty if none. |
| `tweets[].quoted_tweet.media[].type` | `string` | `photo`, `video` or `gif` (X plays GIFs as silent looping MP4s). |
| `tweets[].quoted_tweet.media[].url` | `string` | The image; for videos and GIFs, the poster (thumbnail) image. |
| `tweets[].quoted_tweet.media[].width` | `number` | Original width in pixels. |
| `tweets[].quoted_tweet.media[].height` | `number` | Original height in pixels. |
| `tweets[].quoted_tweet.media[].duration_ms` | `number`, nullable | Video length in milliseconds; null for photos and GIFs. |
| `tweets[].quoted_tweet.media[].variants` | `object[]` | Playable files for videos and GIFs: MP4s from highest to lowest bitrate, then the HLS playlist. Empty for photos. |
| `tweets[].quoted_tweet.media[].variants[].url` | `string` | File URL on video.twimg.com. |
| `tweets[].quoted_tweet.media[].variants[].content_type` | `string` | `video/mp4`, or `application/x-mpegURL` for the HLS playlist. |
| `tweets[].quoted_tweet.media[].variants[].bitrate` | `number`, nullable | Bits per second; null for the HLS playlist. |
| `tweets[].quoted_tweet.hashtags` | `string[]` | Hashtags in the text, without #. |
| `tweets[].quoted_tweet.mentions` | `string[]` | Usernames @mentioned, including the ones a reply is addressed to. |
| `tweets[].quoted_tweet.links` | `string[]` | Links in the text, expanded (not t.co). The tweet's own photos and videos aren't included. |
| `tweets[].quoted_tweet.reply_to_id` | `string`, nullable | Id of the tweet this replies to; null if it isn't a reply. |
| `tweets[].quoted_tweet.reply_to_handle` | `string`, nullable | Username of the account this replies to; null if it isn't a reply. |
| `tweets[].quoted_tweet.conversation_id` | `string`, nullable | Id of the thread's first tweet (its own id if it starts one); null if X doesn't say. |
| `tweets[].quoted_tweet.quoted_id` | `string`, nullable | Id of the tweet this one quotes; null if it isn't a quote. |
| `tweets[].quoted_tweet.possibly_sensitive` | `boolean` | X marks the media as possibly sensitive. |
| `tweets[].retweeted_tweet` | `object`, nullable | For retweets: the original tweet, with its own text and counts. null for everything else. |
| `tweets[].retweeted_tweet.id` | `string` | Tweet id, e.g. `2104593672624886205`. |
| `tweets[].retweeted_tweet.url` | `string` | The tweet on x.com. |
| `tweets[].retweeted_tweet.text` | `string` | The text as x.com shows it: long posts in full, t.co links expanded, without a reply's leading @mentions or the trailing media link. Empty for media-only tweets. |
| `tweets[].retweeted_tweet.created_at` | `string` | When it was posted, ISO 8601. |
| `tweets[].retweeted_tweet.lang` | `string`, nullable | Language as X detects it, e.g. `en` (`und` when it can't tell); null if unknown. |
| `tweets[].retweeted_tweet.source` | `string`, nullable | The app it was posted from, e.g. `Twitter for iPhone`; null if X doesn't say. |
| `tweets[].retweeted_tweet.author` | `object` | Who posted it. |
| `tweets[].retweeted_tweet.author.id` | `string` | Numeric user id. It stays the same when the handle changes. |
| `tweets[].retweeted_tweet.author.handle` | `string` | Username (handle), without @. |
| `tweets[].retweeted_tweet.author.name` | `string` | Display name. |
| `tweets[].retweeted_tweet.author.avatar` | `string`, nullable | Profile picture URL, 400×400; null if none. |
| `tweets[].retweeted_tweet.author.verified` | `boolean` | Has the blue check (X Premium). |
| `tweets[].retweeted_tweet.author.verified_type` | `string`, nullable | `Business` (gold check, a verified organization) or `Government` (grey check); null otherwise. |
| `tweets[].retweeted_tweet.author.followers` | `number`, nullable | Followers when fetched; null when X's main source was busy and the tweet came from its embed data. |
| `tweets[].retweeted_tweet.counts` | `object` | Engagement when fetched. Exact numbers, not rounded. |
| `tweets[].retweeted_tweet.counts.likes` | `number` | Likes. |
| `tweets[].retweeted_tweet.counts.replies` | `number` | Replies. |
| `tweets[].retweeted_tweet.counts.retweets` | `number`, nullable | Reposts (retweets); null when X's main source was busy and the tweet came from its embed data. |
| `tweets[].retweeted_tweet.counts.quotes` | `number`, nullable | Quote posts; null when X's main source was busy and the tweet came from its embed data. |
| `tweets[].retweeted_tweet.counts.bookmarks` | `number`, nullable | Bookmarks; null when X's main source was busy and the tweet came from its embed data. |
| `tweets[].retweeted_tweet.counts.views` | `number`, nullable | Views; null on tweets from before 2023 (X didn't count them then), and null when X's main source was busy and the tweet came from its embed data. |
| `tweets[].retweeted_tweet.media` | `object[]` | Attached photos, videos and GIFs, in order. Empty if none. |
| `tweets[].retweeted_tweet.media[].type` | `string` | `photo`, `video` or `gif` (X plays GIFs as silent looping MP4s). |
| `tweets[].retweeted_tweet.media[].url` | `string` | The image; for videos and GIFs, the poster (thumbnail) image. |
| `tweets[].retweeted_tweet.media[].width` | `number` | Original width in pixels. |
| `tweets[].retweeted_tweet.media[].height` | `number` | Original height in pixels. |
| `tweets[].retweeted_tweet.media[].duration_ms` | `number`, nullable | Video length in milliseconds; null for photos and GIFs. |
| `tweets[].retweeted_tweet.media[].variants` | `object[]` | Playable files for videos and GIFs: MP4s from highest to lowest bitrate, then the HLS playlist. Empty for photos. |
| `tweets[].retweeted_tweet.media[].variants[].url` | `string` | File URL on video.twimg.com. |
| `tweets[].retweeted_tweet.media[].variants[].content_type` | `string` | `video/mp4`, or `application/x-mpegURL` for the HLS playlist. |
| `tweets[].retweeted_tweet.media[].variants[].bitrate` | `number`, nullable | Bits per second; null for the HLS playlist. |
| `tweets[].retweeted_tweet.hashtags` | `string[]` | Hashtags in the text, without #. |
| `tweets[].retweeted_tweet.mentions` | `string[]` | Usernames @mentioned, including the ones a reply is addressed to. |
| `tweets[].retweeted_tweet.links` | `string[]` | Links in the text, expanded (not t.co). The tweet's own photos and videos aren't included. |
| `tweets[].retweeted_tweet.reply_to_id` | `string`, nullable | Id of the tweet this replies to; null if it isn't a reply. |
| `tweets[].retweeted_tweet.reply_to_handle` | `string`, nullable | Username of the account this replies to; null if it isn't a reply. |
| `tweets[].retweeted_tweet.conversation_id` | `string`, nullable | Id of the thread's first tweet (its own id if it starts one); null if X doesn't say. |
| `tweets[].retweeted_tweet.quoted_id` | `string`, nullable | Id of the tweet this one quotes; null if it isn't a quote. |
| `tweets[].retweeted_tweet.possibly_sensitive` | `boolean` | X marks the media as possibly sensitive. |
| `tweets[].pinned` | `boolean` | The account's pinned tweet, shown first. |
| `cursor` | `string`, nullable | Pass as `cursor` for the next page; null on the last page and for `ranked` results. |
| `ordering` | `string` | `chronological`: newest first, with more pages. `ranked`: X shows logged-out visitors of this very large account only about 100 popular tweets from all years, with no next page. |

## Pagination

Pass the response's `cursor` back as `cursor`, with the other parameters unchanged, for the next page. It's `null` on the last page. Each page costs 1 credit.

The first five pages, in JavaScript:

```js
let cursor = null;
for (let page = 1; page <= 5; page++) {
  const params = new URLSearchParams({ handle: "NASA" });
  if (cursor) params.set("cursor", cursor);
  const res = await fetch(`https://api.lurkapi.com/v1/twitter/user-tweets?${params}`, {
    headers: { "x-api-key": process.env.LURKAPI_KEY },
  });
  const data = await res.json();
  if (!data.success) throw new Error(`${data.code}: ${data.error}`);
  console.log(data.tweets);
  cursor = data.cursor;
  if (!cursor) break; // last page
}
```

## Caching and freshness

Responses are cached for up to 5 minutes, so a repeat call within that window can return the same data. It still costs 1 credit.

## Errors

Errors return `{ success: false, error, code, docs }` with the HTTP status below. Validation errors, `401`/`402`/`429` rejections and `5xx` failures are free; `not_found` is charged ([how charging works](https://lurkapi.com/docs.md#credits)). [All error codes](https://lurkapi.com/docs.md#errors).

| Status | Code | Meaning |
| --- | --- | --- |
| 401 | `missing_api_key` | No API key. Send it in the `x-api-key` header. |
| 401 | `invalid_api_key` | The key is unknown or was revoked. |
| 402 | `insufficient_credits` | Not enough credits for this call. Buy a pack or wait for tomorrow's top-up. |
| 404 | `not_found` | The endpoint, or the thing you asked for (ad, post, subreddit), doesn't exist. Charged when the platform was checked. |
| 405 | `method_not_allowed` | Endpoints take GET with query params. |
| 429 | `rate_limited` | Too many calls at once. Wait for the `retry-after` seconds, then retry. |
| 500 | `internal_error` | Something broke on our side. Retry; 5xx errors are free. |
| 502 | `upstream_error` | The platform didn't give a usable answer. Retry; 5xx errors are free. |
| 503 | `upstream_busy` | All our connections to the platform are busy. Retry in a few seconds; 5xx errors are free. |
| 504 | `upstream_timeout` | The platform took over 30 seconds to answer. Retry; timeouts are free. |

## Use it in Claude

Once LurkAPI is [connected to Claude](https://lurkapi.com/docs.md#claude), this endpoint is the `twitter_user_tweets` tool. Ask in plain English, for example:

Ask Claude:

```text
Use LurkAPI's twitter_user_tweets with handle "NASA" and summarize what you find.
```

Claude calls `twitter_user_tweets` with arguments like these, and each call costs 1 credit:

Tool arguments:

```json
{
  "handle": "NASA"
}
```

Tool results skip nulls and empty lists to save tokens.

---

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