document_analysis_and_extraction SKILL.md skillA
document_analysis_and_extraction from parisneo/lollms_client is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add parisneo/lollms_client/document_analysis_and_extraction@git:20261103.d81e853Pins git:20261103.d81e853 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- parisneo/lollms_client
- Path
skills/document_analysis_and_extraction/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261103.d81e853, committed Nov 3, 2026
- First version recorded
- Sep 28, 2026
- Size
- 3,604 bytes
- Repository stars
- 13
- License
- Apache-2.0
In-depth workflow for extracting text, tables, schemas, and applying corrections or comments to PDF, Word, Excel, and PowerPoint documents.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Document Analysis and Extraction Skill ## Document Ingestion Protocol 1. **Direct Native Reading**: Use `<unlock_file>path/to/document.pdf</unlock_file>` to load document text into context. LoLLMS automatically extracts text from PDF, DOCX, XLSX, and PPTX natively. 2. **Inspecting Metadata**: For large documents (>50 pages), use `tool_inspect_document` to inspect page count, sheet names, or slide layouts. 3. **Batched Extraction**: For deep analysis of long documents, use `tool_read_document_content` specifying page ranges (`page_or_sheet="1-10"`). 4. **Locating keywords**: Use `tool_grep_document` to find a fragment of text without loading the whole document — returns match locations (page numbers, paragraph indices) BEFORE rendering or reading. ## Visual Inspection Protocol (scanned pages, curves, charts, diagrams) Use `tool_render_pdf_pages` when the page resists text extraction: - **Scanned pages** with no selectable text. - **Mathematical curves, plots, spectrograms, heat-maps**. - **Diagrams, flowcharts, schematics, engineering drawings**. - **Signatures, stamps, forms**, or layout where "picture = meaning". ### Workflow …
Read the whole file at its exact version.
How to install
mdr add parisneo/lollms_client/document_analysis_and_extraction@sha256:26f3ab5a4175119aThe line at the top of this page pins the label git:20261103.d81e853, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_gewvc4kygmtu5hyg)
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Versions
The registry has recorded 2 versions of this file, between Sep 28, 2026 and Nov 3, 2026, about one every 37 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261103.d81e853 latest | 2026-11-03 | d81e853 | 3,604 B | A | view · diff |
| git:20260928.96e9de4 | 2026-09-28 | 96e9de4 | 1,373 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3604 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
parisneo/lollms_client · 13 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_gewvc4kygmtu5hyg GET https://markdownregistry.com/api/v1/resolve?ref=parisneo/lollms_client/document_analysis_and_extraction GET https://markdownregistry.com/api/v1/blob/26f3ab5a4175119a22248fc2bde47810f28997eed2732c6847917d686181922f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.