Research Tool · Open Source
Zero context switching. IRB-ready. Self-healing.
Overview
In-Feed Annotation
No tab-switching, no copy-pasting. The annotation form injects directly into the feed on X, Instagram, Bluesky, and more — annotators stay in context the entire time.
Full Configuration
Radio buttons, sliders, text inputs, dropdowns — configure the form schema visually or in JSON. Each platform and survey type gets its own independent settings.
In-Feed Intervention
Replace text and images in-feed using a pre-built static map or a live server. Blind mode hides the original entirely; aware mode lets participants toggle between versions.
Annotation forms appear directly alongside posts on X, Instagram, Bluesky, LinkedIn, WhatsApp, Telegram, and Truth Social — no copy-pasting, no context switching.
Build survey forms visually or in JSON. Supports radio buttons, sliders, text inputs, and checkboxes. Per-survey IRB consent overlays included.
Replace post text and images in-feed before participants see them. Use a pre-built static map or stream rewrites from a live server. Blind and aware modes supported.
Upload a target list of post IDs or usernames; the extension navigates annotators through the list in order and tracks progress automatically.
An LLM-powered Python agent detects when platform DOM changes break injection and proposes updated CSS selectors — no manual hunting required.
Download all collected labels from the popup in one click, or stream them to your own API endpoint on every submission.
Write consent text in Markdown per survey. A timestamped JSON consent record is automatically saved to disk for legal compliance.
Annotation and intervention across X, Instagram, TikTok, Facebook, Bluesky, Mastodon, LinkedIn, Reddit, YouTube, WhatsApp, Telegram, and Truth Social.
Automatically saves profile pictures, profile banners, post images, and reels to disk alongside annotations — organized by platform and survey type.
| Platform | Data Collection | Intervention | |||||
|---|---|---|---|---|---|---|---|
| Posts | Accounts | Comments | Videos | Reels | Account | Post | |
| X / Twitter | ✓ | ✓ | ✓ | ✓ | |||
| TikTok | ✓ | ✓ | ✓ | ✓ | |||
| ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ||
| ✓ | ✓ | ✓ | ✓ | ||||
| Bluesky | ✓ | ✓ | ✓ | ✓ | |||
| Mastodon | ✓ | ✓ | ✓ | ✓ | |||
| Truth Social | ✓ | ✓ | ✓ | ✓ | |||
| ✓ | ✓ | ✓ | |||||
| ✓ | ✓ | ✓ | ✓ | ||||
| YouTube | ✓ | ✓ | ✓ | ||||
| ✓ | ✓ | ||||||
| Telegram | ✓ | ✓ | ✓ | ||||