elliothux/tweet-911

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<img src="icon.png" width="128" height="128" alt="Tweet 911" /> # Tweet 911 **English** | [中文](README.zh.md) Chrome extension that scores X posts and replies in real time: - **AI-written** — classic LLM tells - **Porn solicitation** — sexual traffic bait, meetup invites, off-platform funnels - **Paraphrase bots** — replies that only restate the parent post Judgment uses the author (handle, display name, bio) together with the post text, and the parent tweet for replies. ## Preview <img src="docs/preview-overlay.jpg" width="480" alt="Tweet 911 overlay and score popover on X" /> <img src="docs/preview-popup.jpg" width="320" alt="Tweet 911 extension popup" /> ## Install The Chrome Web Store listing is not up yet. Install from GitHub Releases: 1. Download **[tweet-911-chrome.zip](https://github.com/elliothux/tweet-911/releases/latest/download/tweet-911-chrome.zip)** ([all releases](https://github.com/elliothux/tweet-911/releases)) 2. Unzip the file 3. Open `chrome://extensions` 4. Turn on **Developer mode** (top right) 5. Click **Load unpacked** and select the unzipped folder (the one that contains `manifest.json`) 6. Open [x.com](https://x.com) Rebuilds are published as GitHub Release assets whenever a `v*` tag is pushed. ## Architecture The scoring API is a standard [Cloudflare Workers](https://developers.cloudflare.com/workers/)-compatible worker. **The whole worker runs on [open-compute](https://github.com/elliothux/open-compute)** — an open-source, self-hosted platform compatible with the Workers programming model (workerd, Wrangler, KV, and the rest). The extension never calls TypeSafe from the browser. It extracts posts on x.com and `POST`s them to the worker. The worker caches by URL in KV. Cache misses are scored by [TypeSafe System One](https://typesafe.ai/blog/introducing-system-one-models-and-jev) **Jev**. ``` x.com timeline │ ▼ Chrome extension (WXT + React) │ POST /v1/score or /v1/score/batch ▼ tweet-911 worker (KV cache + /v1/score) │ runs on open-compute │ cache miss ▼ TypeSafe Jev ``` Real-time feel comes from scoring as soon as posts enter (or approach) the viewport, in batches, so labels are usually ready before you stop on a tweet. ## Repo ``` tweet-911/ ├── icon.png ├── packages/ │ ├── extension/ Chrome MV3 (WXT + React) │ └── worker/ Workers-compatible API (runs on open-compute) └── README.md ``` ```bash bun install bun run dev # extension + worker bun run dev:extension # WXT only bun run dev:worker # wrangler → http://127.0.0.1:8788 bun run test # worker vitest bun run extension:zip # chrome zip for Load unpacked ``` ## Extension Dev: `bun run dev:extension` (WXT loads Chrome). To pack a zip locally: `bun run extension:zip` → `packages/extension/.output/tweet-911-chrome.zip`. Popup: language, blur/hide filter, separate post vs reply thresholds, and local scan counts (stored only in the browser). ## Worker Same Wrangler project you would write for Cloudflare. Local loop is `wrangler dev`. Production is this worker running on open-compute. ```bash cd packages/worker bunx wrangler secret put TYPESAFE_API_KEY # optional client auth: bunx wrangler secret put API_KEY ``` Copy `.dev.vars.example` → `.dev.vars` for local secrets. Model default is `jev-latest`. | Method | Path | Notes | |--------|------|--------| | `GET` | `/health` | `{ "ok": true }` | | `POST` | `/v1/score` | one post | | `POST` | `/v1/score/batch` | `{ "items": [ … ] }`, max 50 | | `OPTIONS` | `*` | CORS for `chrome-extension://` and localhost | `url` is required (cache key). Send `text` and/or image URLs, plus `author` and `in_reply_to` when you have them. Score cache lives in KV for **90 days**. A daily cron (`0 4 * * *` UTC) lists `cache:url:*` and deletes expired keys so the namespace cannot grow without bound. Stale hits are also dropped on read. Scores are 0–1. Labels use 0.65 / 0.35: `likely_ai` / `uncertain` / `likely_human` (same pattern for solicitation and paraphrase). ## Links - [TypeSafe System One and Jev](https://typesafe.ai/blog/introducing-system-one-models-and-jev) - [open-compute](https://github.com/elliothux/open-compute) - [Latest extension zip](https://github.com/elliothux/tweet-911/releases/latest/download/tweet-911-chrome.zip) - [Source](https://github.com/elliothux/tweet-911) ## License MIT

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لغة النص الأصلي: الإنجليزية

2026-09-20

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