Facebook Groups Scrape Posts

Facebook Groups — Scrape Posts

Input: Facebook group URL + sort order + desired count → Output: post list with full metadata (JSON).

Language

All process output to user (progress updates, process notifications) follows the user's language.

Objective

Given a Facebook group URL, scrape N posts sorted by the specified order and return structured metadata for each post.

Prerequisites

• Target group page is already open in the browser: https://www.facebook.com/groups/{group_slug_or_id}
• Already logged into Facebook (user avatar, Messenger icon, and notification bell visible in the top-right corner)

Pre-execution Checks

1. Tool Readiness

If browser-act has been confirmed available in the current session → skip this step.

Invoke browser-act via Skill tool to load usage. If installation or configuration issues arise, follow its guidance to resolve then retry.

2. Login Verification

If Facebook login status has been confirmed in the current session → skip this step.

Otherwise, navigate to https://www.facebook.com/ and verify login status programmatically:

browser-act navigate 'https://www.facebook.com/'
browser-act wait stable --timeout 15000
browser-act eval "JSON.stringify({user_id: document.cookie.match(/c_user=(\d+)/)?.[1] || '0', USER_ID: (()=>{try{return require('CurrentUserInitialData').USER_ID;}catch(e){return '0';}})()})"

Verdict:

• user_id is a non-empty numeric string (e.g., "61560817072276"), or USER_ID !== "0" → logged in, continue
• user_id === null or USER_ID === "0" → not logged in; assist user: run browser-act browser open {browser_id} https://www.facebook.com/login --headed to open a headed window so the user can sign in manually (Stealth normal mode persists cookies — one login is reusable)

Facebook may clear c_user mid-session: if GraphQL errors such as field_exception or missing_required_variable_value occur during execution, re-run this login check before assuming the script is broken.

User refuses or cannot log in → terminate execution. Facebook enforces strict restrictions on unauthenticated group access (login modal blocks pagination, feed returns partial data + field_exception); login is a hard prerequisite.

Capability Components

This Skill's operational boundary = what the user can manually do in their browser. It only reads data already displayed to the authenticated user, never bypassing authentication or access controls — equivalent to copy-pasting on the user's behalf. JS code is encapsulated in Python files under the scripts/ directory, invoked via eval "$(python scripts/xxx.py {params})". $(...) is bash syntax; use the bash tool for execution.

API: Scrape group posts (with auto-pagination)

Navigate to the target group page first, then invoke the scrape script (it auto-resolves the numeric group ID from the current page):

browser-act navigate 'https://www.facebook.com/groups/{group_slug_or_id}'
browser-act wait stable --timeout 20000
browser-act eval "$(python scripts/scrape-posts.py --sort CHRONOLOGICAL --count 20)"

Parameters:

• --sort: Sort order, default CHRONOLOGICAL. See "Enum Parameters" below
• --count: Desired number of posts, default 20. Script auto-paginates until count is met or feed is exhausted
• --max-pages: Pagination safety cap, default 100
• --doc-id: GraphQL persisted query doc_id for GroupsCometFeedRegularStoriesPaginationQuery, default 26577462205242925. Update via this flag if Facebook rotates the version (see "Known Limitations")

Output example:

{
  "ok": true,
  "group_id": "2580640642080467",
  "group_name": "Programmer Humor",
  "sort": "CHRONOLOGICAL",
  "total": 20,
  "posts": [
    {
      "post_id": "4052937798184070",
      "cache_id": "6790541484885792441",
      "id": "UzpfSTEwMDA4ODY4MzIx...",
      "permalink_url": "https://www.facebook.com/groups/programmerhumor/posts/4052937798184070/",
      "creation_time": 1772941518,
      "message": "Those were the days my friend ...",
      "author": {
        "id": "100088683215191",
        "name": "Jeff Bramlett",
        "profile_picture": null,
        "url": "https://www.facebook.com/JeffieB56"
      },
      "group": {
        "id": "2580640642080467",
        "name": "Programmer Humor",
        "url": "https://www.facebook.com/groups/programmerhumor/"
      },
      "reactions": {
        "total": 1,
        "total_formatted": "1",
        "breakdown": [
          { "name": "Haha", "reaction_id": "115940658764963", "count": 1 }
        ]
      },
      "share_count": 0,
      "share_count_formatted": "0",
      "comment_count": 0,
      "media": [
        {
          "__typename": "Photo",
          "id": "938454962453936",
          "photo_image": "https://scontent-...fbcdn.net/v/t39...jpg"
        }
      ]
    }
  ],
  "diagnostics": {
    "pages": [
      { "pageIdx": 0, "httpStatus": 200, "edgeCount": 4, "err": null, "hasNext": true }
    ]
  }
}

Video posts include additional fields in media: playable_url (mp4 direct link), playable_url_hd, and thumbnail.

Enum Parameters

[AI] --sort sort order — Facebook accepts the following three values:

• TOP_POSTS — most relevant (default web sort)
• CHRONOLOGICAL — newest first (reverse chronological by post time)
• RECENT_ACTIVITY — most recently active (reverse chronological by latest comment/reaction time)

Values are fixed and validated by argparse choices; no runtime query needed.

Pagination

API Pagination: handled automatically by the script.

• Pagination parameter: cursor (embedded in GraphQL variables)
• Type: opaque cursor (server-side state, base64-encoded)
• Initial value: null (first request)
• Next page value: data.node.group_feed.page_info.end_cursor
• Each response returns 3 edges (FB streaming mode ignores client-provided count)
• Termination: has_next_page === false, or --count / --max-pages limit reached

Success Criteria

• ok === true and total >= 1
• posts[*].post_id non-null rate = 100% (non-post units such as Section Headers are filtered out by the script)
• posts[*].permalink_url and posts[*].creation_time non-null rate = 100%
• When using CHRONOLOGICAL sort, creation_time is strictly monotonically decreasing