[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DJDS3KKQME5EJBZRMJZFVA":3,"skill-same:01M6DJDS3KKQME5EJBZRMJZFVA":78},{"skillNo":4,"name":5,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":8,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":14,"categories":15,"keywords":16,"publishedAt":18,"linkOnly":19,"markdownContent":20,"markdownBody":20,"frontMatter":21,"refName":22,"commitSha":23,"skillDirectory":24,"forksCount":12,"repositoryHtmlUrl":25,"repositoryHomepageUrl":6,"ownerHtmlUrl":26,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":27,"install":28,"resources":41},"01M6DJDS3KKQME5EJBZRMJZFVA","background-remover",null,"richfrem\u002Fmanchurian-agent-poc","richfrem","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F36930640?v=4","01M6DJB3Y2NK4D0039PAT41PJ4","01M6DJB43VC2VTX0M6DQ2983H0",1,"MIT","https:\u002F\u002Fgithub.com\u002Frichfrem\u002Fmanchurian-agent-poc\u002Fblob\u002Fmain\u002Fplugins\u002Fimage-metadata-processor\u002Fskills\u002Fbackground-remover\u002FSKILL.md",[],[17],"background remover","2026-11-10 10:12:30",false,"# background-remover\n\n## Purpose\nRemoves the background from uploaded images using AI-powered segmentation, producing a clean transparent PNG. Integrates with the `profile-optimizer` sub-agent to apply hardware pre-processing optimizations before running batch background removal jobs.\n\n## When to Use\n- Removing backgrounds from product images, portraits, or assets for web\u002Fmobile use.\n- Preprocessing images for ML training datasets requiring transparent backgrounds.\n- Batch background removal pipelines where hardware optimization (via `profile-optimizer`) is required for performance.\n\n## Usage\n\n```bash\npython3 scripts\u002Fremove_background.py \\\n  --source \u003Cpath\u002Fto\u002Finput_image.jpg> \\\n  --output \u003Cpath\u002Fto\u002Foutput.png>\n```\n\n## Parameters\n| Parameter | Description |\n|---|---|\n| `--source` | Path to the input image. Supports JPEG, PNG, WebP. |\n| `--output` | Path for the output transparent PNG. |\n\n## Output\nA transparent PNG with the background removed. 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Trigger this when specifications, rules, or best practices for the ecosystem are required.","https:\u002F\u002Fgithub.com\u002Frichfrem\u002Fmanchurian-agent-poc\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fecosystem-authoritative-sources\u002FSKILL.md",[],[158,159,160,142,161,162,145,146,149,150,163,96,137,164,165,139,140],"ecosystem authoritative sources","antigravity workflows","antigravity","create","best practices","Rules","install","structure",{"skillNo":167,"name":168,"nameZh":6,"description":169,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":8,"repositoryNo":11,"starsCount":12,"licenseSpdxId":13,"licenseFileUrl":6,"sourceHtmlUrl":170,"categories":171,"keywords":173,"publishedAt":18},"01M6DJCC94YECWEVF7Q8FN5T8N","create-skill","Interactive initialization script that acts as a Skill Designer and Architect. 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