docling
Skill1 starsChanged 10 months agoMITView on GitHub
Expert guidance on document processing with Docling and audio transcription with Whisper.
3 other projects use a version of this.
Adopted by
Most recently taken up by
- zhouycheng/skillstheir own version, first seen Oct 13, 2026
- Issac-qjxz/docling-claude-skilltheir own version, first seen Oct 13, 2026
- cailleachzou/skillstheir own version, first seen Sep 27, 2026
Other versions3 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 3
- cailleachzou/skills★ 3same name
- Issac-qjxz/docling-claude-skill★ 1same name
- zhouycheng/skills★ 1same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository13 other files it gives its agents.
- AGENTS.mdAGENTS.md
- ai-orchestration-patternsSkill
- architecture-decision-recordSkill
- clean-architectureSkill
- docs-standardSkill
- mermaid-diagramsSkill
- mongodbSkill
- pydantic-aiSkill
- python-async-patternsSkill
- skill-creatorSkill
- software-architectureSkill
- supabaseSkill
- workflow-creatorSkill
The file
We split this skill into the rules it gives an agent
4 rules. About 0 are common, 0 are distinctive, and 4 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 12
Multi-format support: Use docling for converting PDF, DOCX, PPTX, XLSX, HTML, and Markdown to a clean Markdown representation.
- Very specific: line 13
HybridChunker: Always use Docling's HybridChunker to preserve document structure (headings, lists, tables).
- Very specific: line 18
Whisper ASR: Use docling's integration with Whisper Turbo for transcribing audio files (.mp3, .wav, .m4a, .flac).
- Very specific: line 25
Batching: Use batch embedding generation and insert_many for chunks to optimize performance.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Docling & Ingestion Expert Skill
This skill provides patterns for processing diverse document formats and audio files.
📝 Document Processing
- Multi-format support: Use
doclingfor converting PDF, DOCX, PPTX, XLSX, HTML, and Markdown to a clean Markdown representation. - HybridChunker: Always use Docling's
HybridChunkerto preserve document structure (headings, lists, tables). - Token Awareness: Configure chunker with
max_tokens=512to align with embedding models (e.g.,text-embedding-3-small).
🔊 Audio Transcription
- Whisper ASR: Use
docling's integration with Whisper Turbo for transcribing audio files (.mp3,.wav,.m4a,.flac). - Path Handling: Pass
pathlib.Pathobjects toDocumentConverterfor audio files.
🏗️ Pipeline Architecture
- Ingestion Pipeline: Centralize logic in
src/ingestion/ingest.py. - Metadata Extraction: Extract YAML frontmatter and standard document properties.
- Batching: Use batch embedding generation and
insert_manyfor chunks to optimize performance.
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