A powerful skill for generating and processing professional documents (Word, PowerPoint, Excel, PDF).
SkillScore83Maintained
Automatic
◆Doc Ops packdocumentofficegeneration
Last verified 9/3/2026
What it changes
Passed 19 of 23 test cases with the skill, and 5 of 23 without it.
Without skill22%
With skill83%
Checks it passed that the model alone missed
The response calls process with 'Handbook_2024.docx'.
The response calls process on 'Product_Strategy.pptx'.
The response identifies pypdf as the PDF extraction dependency.
and 14 more in the full report
14 fixed5 passed either way4 still failing0 broke
Pass-rate lift
+61 pp
Tokens
-31%
Agent turns
0%
Response time
-38%
Model gemini-3.6-flashMeasured 9/3/2026v119 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 14 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 14
Prompt
Which underlying Python library is specified for parsing and extracting text from PDF files in the document system?
What was checked, without and with the skill
Checked
Without skill
With skill
The response identifies pypdf as the PDF extraction dependency.
Missed
Passed
case-11 · gemini-3.6-flash · 9/3/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md47 lines7 filesincludes scripts
Document Generation & Processing Skill
This skill provides comprehensive capabilities for creating, editing, and extracting content from office documents. It is designed to be used by agents requiring document manipulation capabilities.
Capabilities
1. Document Generation
Word (.docx): Generate professional reports with headings, paragraphs, bullet points, and tables.
PowerPoint (.pptx): Create slide decks with titles, content, and consistent layouts.
Excel (.xlsx): Create spreadsheets with data and basic formatting.
PDF (.pdf): Generate PDF documents from text content.
2. Document Processing
Content Extraction: Extract text and structure from uploaded PDF, Word, PowerPoint, and Excel files.
Format Conversion: Convert between compatible formats.
Usage
This skill exposes a set of Python scripts located in the scripts/ directory.
Python API
from app.skills.common.document_skill.scripts.word_generator import WordGenerator
from app.skills.common.document_skill.scripts.ppt_generator import PPTGenerator
from app.skills.common.document_skill.scripts.excel_generator import excel_generator
from app.skills.common.document_skill.scripts.office_processor import OfficeProcessor
# Example: Generate a Word Document
word_gen = WordGenerator(output_dir="path/to/output")
file_path = word_gen.generate(markdown_content, "filename")
# Example: Extract content
processor = OfficeProcessor()
content = processor.process("path/to/file.pdf")
Use when auditing domain authority, trust, or citation credibility; runs a peer-relative 40-item CITE profile with evidence coverage and verified manipulation/penalty veto checks. Not for page-level content quality — use content-quality-auditor; not for backlink profiling alone — use offsite-signal-analyzer. 域名权威/网站可信度