clipforge
Reduces time and cost to produce platform-native e-commerce video content at scale.
ClipForge (formerly 'daihuo-jianshou') is an open-source AI generator for e-commerce short videos. Upload one product photo and it extracts selling points, writes a promo script, keeps the original product image undistorted, and adds visuals, voiceover, and subtitles — producing ready-to-post sales videos for Douyin Shop, Kuaishou, Xiaohongshu, and TikTok Shop. Supports zero-cost batch production with no watermark, runs self-hosted locally, and can also generate a video from a one-sentence topic.
- 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
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.
E-commerce operations and content teams scaling short-form product videos across multiple social platforms.
https://github.com/xixihhhh/clipforge
By xixihhhh
How to Get It
claude plugins install xixihhhh/clipforge
Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.
Auto-generated from the tool's public listing — not hands-on verified. Cross-check against the source repo's README before running.
After installing, paste this into Claude:
Help me generate product selling scripts and talking points from a single product image automatically
Trust Signals Auto-scanned
Community Pulse Growing
Discussed on Hacker News
- Clip-Forge: text to 3D shape generation — Hacker News · 2 pts
1 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
- Scanned, not hands-on tested — this entry was auto-scanned from public metadata (GitHub metrics, license, security flags). No reviewer has run it, and no tool-specific limitations have been documented yet.
- License (AGPL-3.0) may restrict commercial use. Check with your legal team.
- Single maintainer. Consider the risk if this person stops maintaining the project.
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Evaluation
Scored from trust signals (evidence-eval-v1): 181 GitHub stars; contributors unknown; last commit 0d ago; license AGPL-3.0.