--- title: "Document Workflows - ADE Pipeline Patterns - Air Market" description: "You already know how to read one document and now you need the whole flow: many at once, sorted by type, and the results landing somewhere. This helps you build that chain end to end. It also draws o…" canonical: "https://airmarket.ai/app/document-workflows" --- [Air Market](/) / [Automation](/category/automation) / Document Workflows - ADE Pipeline Patterns Skill by [Andrew Ng](/@andrewyng) # Document Workflows - ADE Pipeline Patterns String document parsing into a pipeline that ends somewhere useful ## What this does You already know how to read one document and now you need the whole flow: many at once, sorted by type, and the results landing somewhere. This helps you build that chain end to end. It also draws on the page - boxes around what was found, a highlighted word, a redacted name. Reach for it when single extractions need to become a repeatable pipeline. ### Top 3 things it does for you - Run a whole batch of documents through in parallel - Chop parsed documents into pieces for a RAG system - Load extraction results into a database or a CSV ## Information **Document Workflows - ADE Pipeline Patterns at a glance** | | | | --- | --- | | Kind | Skill | | Publisher | [Andrew Ng](/@andrewyng) | | Category | [Automation](/category/automation) | | Works with | Agent Skills - an open standard supported by 40+ agents | | Size | 124 KB | | Licence | _Not recorded_ | | Repository | [andrewyng/context-hub](https://github.com/andrewyng/context-hub/tree/04c149cd82d23d037e157d5920b80b0ca10d84b5/content/landingai/skills/ade/document-workflows) | | GitHub stars | 13,938 (as of Nov 2026) | | Installs | 51, counted by skills.sh (Nov 2026) | ## Security report **Verified.** AIR scanned this exact version of Document Workflows - ADE Pipeline Patterns and recorded 0 findings and 3 flagged items. AIR's verdict: **safe**. **What Document Workflows - ADE Pipeline Patterns's check was run against** | | | | --- | --- | | Commit | 04c149cd82d23d037e157d5920b80b0ca10d84b5 | | Content hash | c2e2f429574f59c449aea595621a245db593b977af0e7bc68db2799d085b01b2 | | Files read | [Browse the files at this exact commit](https://github.com/andrewyng/context-hub/blob/04c149cd82d23d037e157d5920b80b0ca10d84b5/content/landingai/skills/ade/document-workflows/SKILL.md) | A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned. [Read the full security report for Document Workflows - ADE Pipeline Patterns](/security/document-workflows) ## About Document Workflows - ADE Pipeline Patterns This is about composing document operations into a working pipeline. Batches can be processed in parallel or asynchronously, and mixed document types can be run through a classify-then-extract chain so each kind gets handled the right way. It covers where the results go next. Parsed documents can be chunked and ingested into a vector database for a RAG system, or loaded into a database such as Snowflake, or exported to CSV and DataFrames. You can also put a Streamlit or web interface in front of the whole thing. There is a visual side too. You can draw bounding box overlays on pages, crop chunk images, and find and highlight specific terms within a section using word-level grounding - highlighting a term in an introduction, redacting personal information, annotating an extracted value on the original page. It sits alongside the document-extraction skill, which covers the parse, extract and split basics. Use this one when those operations need to be composed, or when you need visualization, annotation, or word-level grounding. ## What's inside - SKILL.md - instructions - references/batch-processing.md - reference - references/database-integration.md - reference - references/rag-pipelines.md - reference - references/schema-catalog.md - reference - references/table-stitching.md - reference - references/visualization.md - reference ## Questions ### Is Document Workflows - ADE Pipeline Patterns safe to install? AIR scanned this exact version of Document Workflows - ADE Pipeline Patterns and recorded 0 findings and 3 flagged items. AIR's verdict: safe. The verdict is named by the content that was read, at commit 04c149cd82d2, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/document-workflows. ### How do I install Document Workflows - ADE Pipeline Patterns? Open https://airmarket.ai/app/document-workflows on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/andrewyng/context-hub/tree/04c149cd82d23d037e157d5920b80b0ca10d84b5/content/landingai/skills/ade/document-workflows. Install from that link, not the branch. ## Related on Air Market - [More Automation listings](/category/automation) - [Everything by Andrew Ng](/@andrewyng) --- Canonical URL: