图像处理加工
SkillMediaGeneral image processing: resize/scale, crop, pad to fit platform sizes, format conversion (png/jpg/webp), compress to a target size, add text or image watermarks, rounded corners, stitch multiple images, generate thumbnails, read image info. Deterministic processing based on image_ops.py. Use when
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the 图像处理加工 skill
What this skill tells your AI
The instructions your AI receives, as published by zju-real/easel in skills/openclaw/image-editing/SKILL.md and read by ahel’s review.
对已有图片做确定性处理:缩放/裁剪/补边/转格式/压缩/水印/圆角/拼接/缩略图。 所有操作走
skills/shared/scripts/image_ops.py(纯 Pillow),不即兴写脚本。
输入
- 一张或多张已存在的图片文件路径(png/jpg/webp 等 Pillow 支持格式)
- 目标操作与参数(尺寸、比例、质量、水印文字、拼接方式等)
输出
- 处理后的图片文件(路径由用户指定或默认写入
outputs/主题名/) - 每条命令回显
✅ 路径 (宽x高, 大小KB);info输出 json
边界(与 card-* 划清)
- card-quote / card-xiaohongshu / poster-hero / comparison-card = 设计并渲染新图(HTML→截图)
- image-editing = 加工已有图片,不做视觉设计,不生成内容,只做像素级处理
- 需要"从数据/文字生成图" → 用 chart/infographic/card-*;本 SKILL 只处理现成图片文件
执行步骤
- 确认输入图片存在、明确目标操作与参数
- 从项目根目录运行
image_ops.py对应子命令(见下) - 需要平台尺寸时,查
references/platform-sizes.md取推荐比例/像素 - 回报输出路径与尺寸;多步操作可串联(如先 resize 再 compress)
命令速查
脚本路径统一为 skills/shared/scripts/image_ops.py,均支持 -h 查看参数。
# 缩放:按宽/高/百分比,--keep-ratio 在框内等比不拉伸
python skills/shared/scripts/image_ops.py resize -i in.jpg -o out.jpg --width 1080
python skills/shared/scripts/image_ops.py resize -i in.jpg -o out.jpg --percent 50
python skills/shared/scripts/image_ops.py resize -i in.jpg -o out.jpg --width 1080 --height 1440 --keep-ratio
# 裁剪:坐标裁 或 居中裁到指定尺寸
python skills/shared/scripts/image_ops.py crop -i in.jpg -o out.jpg --box 100,50,900,650
python skills/shared/scripts/image_ops.py crop -i in.jpg -o out.jpg --width 1080 --height 1080
# 补边到目标比例(社媒适配核心):把任意图 pad 成 1:1 / 9:16 / 16:9
python skills/shared/scripts/image_ops.py pad -i in.jpg -o out.png --ratio 9:16 --background "#ffffff"
python skills/shared/scripts/image_ops.py pad -i in.jpg -o out.png --ratio 1:1 --background "20,20,30"
# 格式转换 png/jpg/webp
python skills/shared/scripts/image_ops.py convert -i in.png -o out.webp --format webp --quality 85
# 压缩:定质量 或 逼近目标文件大小上限(jpg/webp)
python skills/shared/scripts/image_ops.py compress -i in.jpg -o out.jpg --quality 80
python skills/shared/scripts/image_ops.py compress -i in.jpg -o out.jpg --max-kb 200
# 水印:文字(位置/透明度/字号/颜色,自动找系统中文字体)或图片(右下角等)
python skills/shared/scripts/image_ops.py watermark -i in.jpg -o out.png --text "@账号名" --position bottom-right --opacity 0.5 --size 40
python skills/shared/scripts/image_ops.py watermark -i in.jpg -o out.png --image logo.png --position bottom-right --scale 0.3 --opacity 0.8
# 圆角(输出透明 png);--radius-percent 50 得圆形
python skills/shared/scripts/image_ops.py round -i in.jpg -o out.png --radius 60
python skills/shared/scripts/image_ops.py round -i avatar.jpg -o out.png --radius-percent 50
# 多图拼接:横向/纵向/网格 NxM(列x行),--cell-width/height 统一单元格
python skills/shared/scripts/image_ops.py collage -i a.jpg b.jpg c.jpg -o out.jpg --mode horizontal --gap 12
python skills/shared/scripts/image_ops.py collage -i 1.jpg 2.jpg 3.jpg 4.jpg -o out.jpg --grid 2x2 --gap 10 --cell-width 540 --cell-height 540
# 缩略图(最长边像素)
python skills/shared/scripts/image_ops.py thumbnail -i in.jpg -o thumb.jpg --size 256
# 读图片信息(json:尺寸/格式/比例/大小/透明通道)
python skills/shared/scripts/image_ops.py info -i in.jpg
领域知识:平台推荐尺寸
常用平台推荐见 references/platform-sizes.md。高频速记:
- 小红书竖版图文:1080×1440(3:4);小红书视频/竖版海报:1080×1920(9:16)
- 朋友圈单图 / 通用方图:1:1(如 1080×1080)
- 横版金句/封面:16:9(如 1920×1080);微信公众号头图 900×383
- 微博配图:1:1 或 4:3;抖音/视频号封面:9:16(1080×1920)
适配思路:优先 pad(补边不裁内容、不变形)保全画面;追求满版无边则 crop 居中裁到目标比例;
仅需缩小体积用 resize/compress。
Profile 感知
- 有 Profile:水印文字默认用账号名/handle;输出比例默认贴合账号主平台(如小红书号默认 1080×1440)
- 无 Profile:按用户显式参数执行,比例默认保持原图,水印需用户给文字
依赖与错误处理
- 依赖:Pillow(已装,
python -c "import PIL"可用),纯标准库无其他第三方 - 脚本内建边界检查:文件不存在 / 裁剪框越界 / 非法比例或颜色 → 退出码 2 并打印
ERROR: - 找不到系统中文字体时降级 PIL 默认字体并
WARN,可用--font指定 - 自检:
python skills/shared/scripts/image_ops.py --selftest
Signals
- GitHub stars
- 1k
- Forks
- 143
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
image-editing-zju-real- Source
- github.com/zju-real/easel