Getsocialclaw vs Needle2

The SocialClaw social media CLI posts and schedules to X, LinkedIn, Instagram, TikTok, YouTube, and more from your terminal. JSON output, schedule files in git, validation...

An open 45M-parameter model for tool calling, device use, and structured extraction. Needle 2 runs as a 14 MB binary in 28 MB of session RAM.

About Getsocialclaw

The SocialClaw social media CLI posts and schedules to X, LinkedIn, Instagram, TikTok, YouTube, and more from your terminal. JSON output, schedule files in git, validation before publish, built for scripts, CI, and AI agents. Post, schedule, and manage every account from your terminal. publish_at : 2026-07-21T09:00:00-04:00 media_link : https://getsocialclaw.com/media/asset_example/dlv_example/launch.mp4 - account : linkedin:person:123 name : Launch post description : Here is what changed and why. The CLI is built for pipes, scripts, CI pipelines, and AI agents, not just humans typing commands.

About Needle2

An open 45M-parameter model for tool calling, device use, and structured extraction. Needle 2 runs as a 14 MB binary in 28 MB of session RAM. Needle 2 is measured end-to-end through the shipped binary at CQ2-bit deployment precision with tool retrieval on; baselines run the released checkpoints under vLLM, and Apple FM runs on-device. Bringing On-Device AI to <$200 Devices : Edge AI has lately meant Macs and PCs, but the true edge is mostly cheap hardware: there are more than 21 billion IoT devices against roughly 1.5 billion PCs.