Evals / documents / Read a document
Read a Word document
Extract the text of letter.docx into letter.txt.
The task
The reference answer shows the job can be done with deft. It is not an agent run.
deft doc to-text letter.docx -o letter.txt
Input

Rendered by macOS Quick Look, first page
Text inside
I am a test document This is page 1 I am Calibri (Body) in font size 11 This is page two It’s Arial Black in 16 point It’s also in blue
Reference output
I am a test document This is page 1 I am Calibri (Body) in font size 11 This is page two It’s Arial Black in 16 point It’s also in blue
How a result is judged (1 check)
- text: file = "letter.txt", contains = ["This is page two"]
Runs
CodexWithout deftPassed2026-11-07
- Time
- 16s
- New tokens
- 6.4k
- Total input
- 53.9k
- Output tokens
- 0.6k
- Commands
- 3
- Failed
- 1
Trace
I’ll locate `letter.docx` in the current directory and extract its text into `letter.txt`.
rg --files -g 'letter.docx' -g 'AGENTS.md'output
letter.docx
python3 -c 'import docx; d=docx.Document(\"letter.docx\"); print(\"\\n\".join(p.text for p in d.paragraphs))' > letter.txt (exit 1)output
Traceback (most recent call last): File "<string>", line 1, in <module> ModuleNotFoundError: No module named 'docx'
python3 -c 'import zipfile, xml.etree.ElementTree as ET; z=zipfile.ZipFile(\"letter.docx\"); root=ET.fromstring(z.read(\"word/document.xml\")); ns={\"w\":\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\"}; body=root.find(\"w:body\",ns); out=[] for child in body: if child.tag.endswith(\"}p\"): out.append(\"\".join(t.text or \"\" for t in child.findall(\".//w:t\",ns))) elif child.tag.endswith(\"}tbl\"): for row in child.findall(\"w:tr\",ns): out.append(\"\\t\".join(\"\".join(t.text or \"\" for t in cell.findall(\".//w:t\",ns)) for cell in row.findall(\"w:tc\",ns))) open(\"letter.txt\",\"w\").write(\"\\n\".join(out))'Extracted the text from `letter.docx` into [letter.txt](letter.txt).
Output
I am a test document This is page 1 I am Calibri (Body) in font size 11 This is page two It’s Arial Black in 16 point It’s also in blue
CodexWith deft, skill installedPassedRead the skillUsed deft2026-11-07
- Time
- 13s
- New tokens
- 7.4k
- Total input
- 56.0k
- Output tokens
- 0.4k
- Commands
- 3
- Failed
- 0
Trace
I’ll use the `deft` file tool first to extract the document text into `letter.txt` in the current directory.
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 "extract text from docx to txt"output
doc to-text doc -> txt Extract plain text
deft doc to-text letter.docx -o letter.txtoutput
ok doc.to-text letter.docx -> letter.txt 31 words 0.00s
Extracted the text from [letter.docx](letter.docx) into [letter.txt](letter.txt).
Output
I am a test document This is page 1 I am Calibri (Body) in font size 11 This is page two It’s Arial Black in 16 point It’s also in blue
Claude Opus 5.5Without deftPassed2026-11-07
- Time
- 13s
- New tokens
- 9.2k
- Total input
- 42.2k
- Output tokens
- 0.8k
- Commands
- 0
- Failed
- 0
Trace
Output
I am a test document This is page 1 I am Calibri (Body) in font size 11 This is page two It’s Arial Black in 16 point It’s also in blue
Claude Opus 5.5With deft, skill installedPassedRead the skillUsed deft2026-11-07
- Time
- 8s
- New tokens
- 9.7k
- Total input
- 58.9k
- 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
I am a test document This is page 1 I am Calibri (Body) in font size 11 This is page two It’s Arial Black in 16 point It’s also in blue
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