Evals / image / Colour and tone
Remove the colour
Make a black and white version of hopper.png called bw.png.
The task
The reference answer shows the job can be done with deft. It is not an agent run.
deft image grayscale hopper.png -o bw.png
Input

Reference output

How a result is judged (1 check)
- grayscale: file = "bw.png", gray = true
Runs
CodexWithout deftPassed2026-11-07
- Time
- 9s
- New tokens
- 3.0k
- Total input
- 39.9k
- Output tokens
- 0.2k
- Commands
- 2
- Failed
- 0
Trace
I’ll locate `hopper.png` in the current directory, convert it to grayscale, and save the result as `bw.png`.
rg --files -g 'hopper.png' -g 'AGENTS.md'output
hopper.png
python3 -c \"from PIL import Image; im=Image.open('hopper.png'); im.convert('L').save('bw.png')\" && ls -l bw.pngoutput
-rw-r--r--@ 1 user staff 10740 Nov 7 00:48 bw.png
Created [bw.png](bw.png), a grayscale version of `hopper.png`.
Output

CodexWith deft, skill installedPassedRead the skillUsed deft2026-11-07
- Time
- 16s
- New tokens
- 12.1k
- Total input
- 84.3k
- Output tokens
- 0.4k
- Commands
- 5
- Failed
- 1
Trace
I’ll check the image and use the local file conversion tool to create `bw.png` in the current directory.
cat .agents/skills/deft/SKILL.md && pwd && rg --files -g 'hopper.png' -g 'bw.png' (exit 1)output
cat: .agents/skills/deft/SKILL.md: No such file or directory
pwd; rg --files -g 'hopper.png' -g 'bw.png'; rg --files .agents/skills/deftoutput
hopper.png .agents/skills/deft/SKILL.md
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 "make image black and white grayscale"output
image grayscale image -> image Remove colour
deft image grayscale hopper.png -o bw.pngoutput
ok image.grayscale hopper.png -> bw.png 128x128 0.01s
Created [bw.png](bw.png) as a black-and-white version of `hopper.png`.
Output

Claude Opus 5.5Without deftPassed2026-11-07
- Time
- 9s
- New tokens
- 8.6k
- Total input
- 42.0k
- Output tokens
- 0.4k
- Commands
- 0
- Failed
- 0
Trace
Output

Claude Opus 5.5With deft, skill installedPassedRead the skillUsed deft2026-11-07
- Time
- 13s
- New tokens
- 9.5k
- Total input
- 58.7k
- 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

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