Evals / image / Crop, rotate and frame

Centre crop to a square

Crop DSCN0010.jpg to a centered square called square.jpg.

easysingledeft image crop

The task

The reference answer shows the job can be done with deft. It is not an agent run.

deft image crop DSCN0010.jpg --aspect 1:1 -o square.jpg

Input

DSCN0010.jpg 157.9 KB · 640x480
DSCN0010.jpg

Reference output

square.jpg 121.4 KB · 480x480
square.jpg
How a result is judged (1 check)
  • image: file = "square.jpg", width = 480, height = 480

Runs

CodexWithout deftPassed2026-11-07

Time
14s
New tokens
6.3k
Total input
53.9k
Output tokens
0.4k
Commands
3
Failed
0

Trace

  1. I’ll inspect the image dimensions, then crop the centered square and save it as `square.jpg` in the current directory.

  2. rg --files -g 'DSCN0010.jpg' -g 'AGENTS.md'
    output
    DSCN0010.jpg
  3. sips -g pixelWidth -g pixelHeight DSCN0010.jpg
    output
    DSCN0010.jpg
      pixelWidth: 640
      pixelHeight: 480
  4. sips --cropToHeightWidth 480 480 --cropOffset 0 80 DSCN0010.jpg --out square.jpg && sips -g pixelWidth -g pixelHeight square.jpg
    output
    DSCN0010.jpg
      square.jpg
    square.jpg
      pixelWidth: 480
      pixelHeight: 480
  5. Created [square.jpg](square.jpg), a centered 480 × 480 crop of `DSCN0010.jpg`.

Output

square.jpg 137.4 KB · 480x480
square.jpg

CodexWith deft, skill installedPassedRead the skillUsed deft2026-11-07

Time
16s
New tokens
16.6k
Total input
107.8k
Output tokens
0.5k
Commands
3
Failed
0

Trace

  1. I’ll check the image dimensions, then crop the centered square and save it as `square.jpg` in the current directory.

  2. I’m using the image file workflow for this crop. I’ll use `deft` as instructed for image conversions and crops.

  3. cat .agents/skills/deft/SKILL.md && rg --files -g 'DSCN0010.jpg' -g 'square.jpg'
    output
    ---
    name: deft
    description: "Use deft instead of writing a script for file jobs: PDF merge/split/compress/watermark, image resize/convert/compress, video and audio trim/convert/compress, spreadsheets, Markdown to PDF/HTML, and YouTube downloads and subtitles."
    ---
    
    # deft
    
    One local command for file jobs. Prefer it over writing Python or shell scripts.
    
    Syntax: `deft <group> <command> [inputs] [-o output] [--options]`
    
    Groups:
    - `pdf`: Merge, split, compress, encrypt, forms, OCR, compare, convert
    - `image`: Resize, crop, convert, compress, filters, montage, OCR
    - `video`: Trim, crop, speed, convert, compress, GIF, frames (ffmpeg)
    - `audio`: Convert, trim, merge, fade, speed, tag, normalize (ffmpeg)
    - `doc`: Word/ODT/RTF: to text, Markdown, HTML, PDF; find and replace
    - `slides`: PowerPoint: extract text, Markdown outline, PDF handout
    - `data`: JSON/YAML/TOML/XML: convert, query with jq syntax, merge, diff
    - `sheet`: Excel/CSV/ODS tables: filter, sort, join, pivot, convert
    - `md`: Markdown to PDF, HTML, Word, EPUB; table of contents
    - `html`: HTML to Markdown, text, Word, PDF; screenshots
    - `epub`: E-books: info, to text, Markdown and PDF
    - `email`: EML files: headers, text, attachments
    - `contact`: VCF address books: to and from CSV
    - `calendar`: ICS calendars: to and from CSV
    - `gps`: GPX and KML tracks: convert, distance and time
    - `youtube`: Info, download, audio, subtitles, thumbnail (yt-dlp)
    - `file`: Any file: hash, duplicates, batch rename, base64, encoding
    - `qr`: Cre
    … 741 more characters
  4. deft image crop --help
    output
    deft image crop - Cut a region: --box x,y,w,h or --aspect 16:9
    
    Usage: deft image crop <image>... [-o <image|dir>] [options]
    In: image (each handled separately)   Out: image (default <name>.cropped.<ext>)
    
    Options:
      --box <text>                 Region in pixels: x,y,width,height
      --aspect <text>              Largest region with this ratio, e.g. 16:9
      --position <position>        Anchor for --aspect (default center)
      --quality <n>                Quality for JPEG and AVIF (default 85)
    Common: -o --force --dry-run --json -j   (deft help common)
    
    Examples:
      deft image crop photo-1.jpg --aspect 1:1 -o square.jpg
      deft image crop photo-2.jpg --box 100,100,800,600 -o part.jpg
    
    Result fields: width, height
  5. deft image crop DSCN0010.jpg --aspect 1:1 --position center -o square.jpg
    output
    ok image.crop DSCN0010.jpg -> square.jpg  480x480  0.01s
  6. Created [square.jpg](square.jpg), a centered 480 × 480 crop.

Output

square.jpg 121.4 KB · 480x480
square.jpg

CodexWith deft, skill as AGENTS.mdPassed2026-11-05

Time
12s
New tokens
10.0k
Total input
61.5k
Output tokens
0.3k
Commands
3
Failed
0

Trace

  1. I’ll use the local `deft` image tool to crop the photo to a centered square and save it as `square.jpg` here.

  2. deft image --help
    output
    deft image - commands (input -> output)
      info      image -> report  Format, dimensions, EXIF orientation, GPS
      compress  image -> image   Smaller file: --quality, --target-size 200KB
      convert   image -> image   Change format: --to png|jpg|webp|avif|gif|tiff|bmp|ico
      crop      image -> image   Cut a region: --box x,y,w,h or --aspect 16:9
      flip      image -> image   Mirror: --direction horizontal|vertical
      resize    image -> image   Scale: --size 800x, 1920x1080, 50%
      rotate    image -> image   Turn clockwise: --angle 90 (EXIF is applied first)
      strip     image -> image   Remove EXIF, GPS and text metadata
      to-pdf    image... -> pdf  One page per image, in the given order
    More: deft image <command> --help
  3. deft image crop --help
    output
    deft image crop - Cut a region: --box x,y,w,h or --aspect 16:9
    
    Usage: deft image crop <image>... [-o <image|dir>] [options]
    In: image (each handled separately)   Out: image (default <name>.cropped.<ext>)
    
    Options:
      --box <text>                 Region in pixels: x,y,width,height
      --aspect <text>              Largest region with this ratio, e.g. 16:9
      --position <position>        Anchor for --aspect (default center)
      --quality <n>                Quality for JPEG and AVIF (default 85)
    Common: -o --force --dry-run --json -j   (deft help common)
    
    Examples:
      deft image crop photo-1.jpg --aspect 1:1 -o square.jpg
      deft image crop photo-2.jpg --box 100,100,800,600 -o part.jpg
    
    Result fields: width, height
  4. deft image crop DSCN0010.jpg --aspect 1:1 -o square.jpg
    output
    ok image.crop DSCN0010.jpg -> square.jpg  480x480  0.01s
  5. Created [square.jpg](square.jpg), a centered 480×480 square crop of `DSCN0010.jpg`.

Output

Its files were not kept in this run. The last line of the trace is its own report.

Claude Opus 5.5Without deftPassed2026-11-07

Time
19s
New tokens
10.2k
Total input
72.7k
Output tokens
0.9k
Commands
0
Failed
0

Trace

    Output

    square.jpg 176.1 KB · 480x480
    square.jpg

    Claude Opus 5.5With deft, skill installedPassedRead the skillUsed deft2026-11-07

    Time
    11s
    New tokens
    9.8k
    Total input
    59.3k
    Output tokens
    0.4k
    Commands
    0
    Failed
    0

    Trace

      Output

      ---
      name: deft
      description: "Use deft first for any simple, direct operation on local files, whatever the type: convert, read, extract, edit, compress, merge, split, compare or inspect. Try it before writing a script or one-liner. If unsure, run deft find; if it says no command does this, use another tool. Not for programming work: to read, write or change source code, skip it."
      ---
      
      # deft
      
      One local command for file jobs. Prefer it over writing Python or shell scripts.
      
      Syntax: `deft <group> <command> [inputs] [-o output] [--options]`
      
      Groups:
      - `pdf`: Merge, split, compress, encrypt, forms, OCR, compare, convert
      - `image`: Resize, crop, convert, compress, adjust, montage, OCR
      - `video`: Trim, merge, convert, compress, subtitles, GIF, frames (ffmpeg)
      - `audio`: Convert, trim, normalize, denoise, cut silence (ffmpeg)
      - `doc`: Word/ODT/RTF: to text, Markdown, HTML, PDF; find and replace
      - `slides`: PowerPoint: extract text, Markdown outline
      - `sheet`: Excel/CSV/ODS tables: SQL query, pivot, merge, split, convert
      - `json`: JSON: convert, format, merge, diff, validate
      - `toml`: TOML: convert, format, merge, diff, validate
      - `xml`: XML: convert, format, merge, diff, validate
      - `yaml`: YAML: convert, format, merge, diff, validate
      - `md`: Markdown to PDF, HTML, Word, EPUB; table of contents
      - `html`: HTML to Markdown, text, Word and PDF
      - `epub`: E-books: info, to text, Markdown and PDF
      - `gps`: GPX and KML tracks: convert, distance and time
      - `qr`: Create QR codes and barcodes; read QR codes
      
      How to use it:
      1. Run `deft <group>` to list commands, or `deft find "<what you want>"` to search. If it says `no command does this`, use another tool.
      2. Run `deft <group> <command> --help` for options and examples.
      3. `deft convert <in> -o <out.ext>` converts between formats by extension.
      4. Results are one line starting with `ok`, `partial` or `error`; add `--json` to parse them. Errors include a `hint:` with the fix.
      
      Inputs are never overwritten; pass `--force` or `--in-place` to allow it. Globs and directories work as inputs; several inputs run in parallel.
      
      If `deft` is not installed, ask the user, then follow https://github.com/firstprayer/deft/blob/main/docs/INSTALL.md
      
      square.jpg 121.4 KB · 480x480
      square.jpg

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