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.
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

Reference output

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
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.
pwd && rg --files -g 'hopper.png' -g 'AGENTS.md' -g 'package.json' -g 'pyproject.toml'output
hopper.png
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
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.pngoutput
hidden.png: PNG image data, 128 x 128, 8-bit/color RGB, non-interlaced
Blurred the top-left 64 × 48 pixels of `hopper.png` with a Gaussian blur and saved the result as [hidden.png](hidden.png).
Output

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
I’ll inspect the image and use the local image-editing workflow to blur the specified corner, then save the result as `hidden.png`.
cat .codex/skills/.system/deft/SKILL.md 2>/dev/null || cat .agents/skills/deft/SKILL.mdoutput
--- 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
deft find "blur a rectangular region of an image"output
image blur image -> image Gaussian blur: --radius 5, or a --box region
deft image blur --helpoutput
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
deft image blur hopper.png --box 0,0,64,48 -o hidden.pngoutput
ok image.blur hopper.png -> hidden.png 128x128 0.01s
Blurred the top-left 64 × 48 pixels of `hopper.png` and saved the result as [hidden.png](hidden.png).
Output

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

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

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