grounded-rag-ingestion
PSPDFKit-labs/nutrient-skillsChunk a document into provenance-carrying JSONL ready for embedding via the Nutrient Data Extraction API (`/extraction/parse`, spatial output). Every chunk…
Scores out of 100 · grade B+
2026-08-17Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score86/100
- no commits in the last 12 weeks
- no license file
Adopted
20% of the score17/100
- 16 stars on the source repo.
Documented
15% of the score100/100
- 1,419 words with worked examples.
- Ships 5 bundled files.
Install
npx skills add PSPDFKit-labs/nutrient-skills/grounded-rag-ingestionWhat the check found
| Finding | What it means |
|---|---|
| No license | The repository ships no license file, so the reuse terms are unclear. |
What it says it does
Chunk a document into provenance-carrying JSONL ready for embedding via the Nutrient Data Extraction API (`/extraction/parse`, spatial output). Every chunk carries element type, page index, bounding box, confidence, and reading order, traceable to a specific page region. Use for grounded or auditable RAG, cited retrieval, confidence-aware ingestion, or any pipeline that must prove which document region a retrieved answer came from. Triggers include grounded RAG, auditable RAG, RAG with provenance, chunk with bounding box, cite page, provenance-carrying chunks, confidence-aware chunking, or embedding pipeline. Not for cheap Markdown — use document-extraction-api with `--output-format markdown` for that. Not for known target fields — if the user wants specific fields ("invoice number and total", "map to my schema", "return these fields cited"), use document-extraction-api's `extract` (one cited call), not whole-document chunking.
Also in PSPDFKit-labs/nutrient-skills
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| document-extraction-apiPSPDFKit-labs/nutrient-skills | No license | Skill | 16 stars | 9 days ago | |
| dws-viewer-apiPSPDFKit-labs/nutrient-skills | No license | Skill | 16 stars | 9 days ago | |
| remediate-pdfPSPDFKit-labs/nutrient-skills | No license | Skill | 16 stars | 9 days ago | |
| document-processor-apiPSPDFKit-labs/nutrient-skills | No license | Skill | 16 stars | 9 days ago | |
| pdf-to-markdownPSPDFKit-labs/nutrient-skills | No license | Skill | 16 stars | 9 days ago | |
| queryPSPDFKit-labs/nutrient-skills | No license | Skill | 16 stars | 9 days ago |
Other ai & agents skills
Browse all| Artifact | Score | What the check found | Category | Reach | Last commit |
|---|---|---|---|---|---|
| mcp-builderanthropics/skills | No license | AI & agents | 104,949 installs | today | |
| agent-developmentanthropics/claude-plugins-official | clean | AI & agents | 5,901 installs | today | |
| plugin-settingsanthropics/claude-plugins-official | clean | AI & agents | 5,465 installs | today | |
| skill-creatoranthropics/claude-plugins-official | clean | AI & agents | 5,836 installs | today | |
| microsoft-foundrymicrosoft/azure-skills | clean | AI & agents | 544,819 installs | today | |
| claude-apianthropics/skills | No license | AI & agents | 59,236 installs | today |
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Published by Toolproof, the masthead over this index and eight others. The method behind the number is at toolproof.kynth.studio/methodology, and the whole thing is readable as JSON with no key at /api.
