Evals / image / Metadata and privacy

Blur part of a photo

Blur the top-left 64 by 48 pixel corner of hopper.png and save it as hidden.png.

normalsingledeft image blur

The task

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

deft image blur hopper.png --box 0,0,64,48 --radius 10 -o hidden.png

Input

hopper.png 29.9 KB · 128x128
hopper.png

Reference output

hidden.png 29.0 KB · 128x128
hidden.png
How a result is judged (1 check)
  • image: file = "hidden.png", format = "PNG"

Runs

CodexWithout deftPassed2026-11-07

Time
12s
New tokens
3.6k
Total input
53.7k
Output tokens
0.3k
Commands
3
Failed
0

Trace

  1. I’ll inspect the image dimensions and available image tools, then apply a blur to the specified corner and save the result as `hidden.png` in the current directory.

  2. pwd && rg --files -g 'hopper.png' -g 'AGENTS.md' -g 'package.json' -g 'pyproject.toml'
    output
    hopper.png
  3. file hopper.png && python3 -c \"from PIL import Image; im=Image.open('hopper.png'); print(im.size, im.mode)\"
    output
    hopper.png: PNG image data, 128 x 128, 8-bit/color RGB, non-interlaced
    (128, 128) RGB
  4. python3 -c \"from PIL import Image, ImageFilter; p='hopper.png'; im=Image.open(p); corner=im.crop((0,0,64,48)).filter(ImageFilter.GaussianBlur(radius=6)); im.paste(corner,(0,0)); im.save('hidden.png')\" && file hidden.png
    output
    hidden.png: PNG image data, 128 x 128, 8-bit/color RGB, non-interlaced
  5. Blurred the top-left 64 × 48 pixels of `hopper.png` with a Gaussian blur and saved the result as [hidden.png](hidden.png).

Output

hidden.png 26.2 KB · 128x128
hidden.png

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

Time
17s
New tokens
7.4k
Total input
71.1k
Output tokens
0.5k
Commands
4
Failed
0

Trace

  1. I’ll inspect the image and use the local image-editing workflow to blur the specified corner, then save the result as `hidden.png`.

  2. cat .codex/skills/.system/deft/SKILL.md 2>/dev/null || cat .agents/skills/deft/SKILL.md
    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; r
    … 700 more characters
  3. deft find "blur a rectangular region of an image"
    output
    image blur  image -> image  Gaussian blur: --radius 5, or a --box region
  4. deft image blur --help
    output
    deft image blur - Gaussian blur: --radius 5, or a --box region
    
    Usage: deft image blur <image>... [-o <image|dir>] [options]
    In: image (each handled separately)   Out: image (default <name>.blurred.<ext>)
    
    Options:
      --radius <number>            Strength in pixels (default 5; with --box, enough to hide text)
      --box <text>                 Only this region: x,y,width,height
      --quality <n>                Quality for JPEG, WebP and AVIF (default 85)
    Common: -o --force --dry-run --json -j   (deft help common)
    
    Examples:
      deft image blur photo-1.jpg --radius 8 -o soft.jpg
      deft image blur photo-1.jpg --box 100,100,200,80 -o hidden.jpg
    
    Result fields: width, height
  5. deft image blur hopper.png --box 0,0,64,48 -o hidden.png
    output
    ok image.blur hopper.png -> hidden.png  128x128  0.01s
  6. Blurred the top-left 64 × 48 pixels of `hopper.png` and saved the result as [hidden.png](hidden.png).

Output

hidden.png 28.8 KB · 128x128
hidden.png

Claude Opus 5.5Without deftPassed2026-11-07

Time
11s
New tokens
8.8k
Total input
42.1k
Output tokens
0.5k
Commands
0
Failed
0

Trace

    Output

    hidden.png 26.4 KB · 128x128
    hidden.png

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

    Time
    14s
    New tokens
    10.3k
    Total input
    60.2k
    Output tokens
    0.5k
    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
      
      hidden.png 28.8 KB · 128x128
      hidden.png

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