clipforge

Name: clipforge Review
Item: clipforge
Rating: 2.3
Author: Aaron Matthews

Skill Development Poor

ClipForge（原『带货剪手』/ daihuo-jianshou）：开源 AI 带货短视频神器——上传一张商品图，AI 自动提炼卖点 + 写种草脚本 + 锁定商品原图不变形 + 配画面/配音/字幕，一键产出抖音小店 / 快手 / 小红书 / TikTok Shop 卖货短视频。0 成本批量出片、开源无水印、本地自部署。也支持一句话主题成片。Open-source AI e-commerce/UGC short-video generator.

Generate product selling scripts and talking points from a single product image automatically
Create short-form video content ready for TikTok Shop, Shopify, or livestream platforms at scale
Produce multiple e-commerce video variations with different scripts from one product photo

181 starsAGPL-3.0 (check with legal)FreeQuick setup

Below standard — Significant caveats apply. Not recommended without careful review of the security and evaluation sections.

Why it matters

Reduces time and cost to produce platform-native e-commerce video content at scale. Automates script generation, visual composition, and multi-platform formatting—critical for teams managing high-volume product catalogs across TikTok Shop, Kuaishou, or Xiaohongshu.

Best for

E-commerce operations and content teams scaling short-form product videos across multiple social platforms.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/xixihhhh/clipforge

By xixihhhh

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → Plugins → Add plugin. Search and click Install. Skills work in Claude Code only.

Option 2: Paste into Claude CodeCopy the command below and paste it into your conversation. Claude will install it.

Command

claude plugins install xixihhhh/clipforge

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

CostFree

Trust Signals Auto-scanned

Stars181Last updated2026-06-29LicenseAGPL-3.0 (check with legal)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-06-29 · scanner v1

Community Pulse Emerging

Discussed on Hacker News

Clawforge SaaS Starter: OpenClaw and Nvidia Starter for Local AI SaaS Workflows — Hacker News · 3 pts
Clip-Forge: text to 3D shape generation — Hacker News · 2 pts
Show HN: ClawForge – MDM for AI assistants (governance for OpenClaw) — Hacker News · 2 pts

3 mentions across 1 sources

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

Scored from trust signals (evidence-eval-v1): 181 GitHub stars; contributors unknown; last commit 0d ago; license AGPL-3.0.

Things to check

License (AGPL-3.0) may restrict commercial use. Check with your legal team.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

1/5

Versatility

3/5

Reliability

3/5

Security

3/5

Overall score2.30 / 5.00 PoorEvaluatedJun 2026

Scored from trust signals (evidence-eval-v1): 181 GitHub stars; contributors unknown; last commit 0d ago; license AGPL-3.0.

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