neo4j-document-import-skill SKILL.md skillA
neo4j-document-import-skill from neo4j-contrib/neo4j-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add neo4j-contrib/neo4j-skills/neo4j-document-import-skill@v1.0.7Pins v1.0.7 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- neo4j-contrib/neo4j-skills
- Path
neo4j-document-import-skill/SKILL.md- Versions recorded
- 8
- Latest version
- v1.0.7, committed Nov 2, 2026
- First version recorded
- Apr 29, 2026
- Size
- 21,848 bytes
- Repository stars
- 121
- License
- MIT
Ingests unstructured and semi-structured documents into Neo4j as a knowledge graph.
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
# Neo4j Document Import Skill ## When to Use - Ingesting PDFs, HTML, plain text, Markdown into Neo4j as a knowledge graph - Chunking documents and storing `:Chunk` nodes with embeddings - Extracting entities and relationships from text with an LLM - Using `SimpleKGPipeline` (neo4j-graphrag) programmatically - Using Neo4j LLM Graph Builder (no-code web UI) - Loading semi-structured JSON via `apoc.load.json` - Connecting LangChain or LlamaIndex document loaders to Neo4j ## When NOT to Use - **Structured CSV / relational data** → `neo4j-import-skill` - **GraphRAG retrieval after ingestion** → `neo4j-graphrag-skill` - **Vector index creation** → `neo4j-vector-search-skill` - **Cypher query writing** → `neo4j-cypher-skill` --- ## Approach Decision Table | Situation | Approach | |---|---| | No code; drag-and-drop UX wanted | LLM Graph Builder web UI | | Programmatic pipeline; PDFs/text | `SimpleKGPipeline` (neo4j-graphrag) | | JSON / REST API responses | `apoc.load.json` or Python + UNWIND | | LangChain already in stack | `Neo4jGraph` + document loader | | LlamaIndex already in stack | `Neo4jQueryEngine` / `Neo4jVectorStore` | …
Read the whole file at its exact version.
How to install
mdr add neo4j-contrib/neo4j-skills/neo4j-document-import-skill@sha256:9596ca516dca68f7The line at the top of this page pins the label v1.0.7, 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_pnjdz64ramvgm7rl)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Apr 29, 2026 and Nov 2, 2026, about one every 27 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.7 latest | 2026-11-02 | 004c782 | 21,848 B | A | view · diff |
| v1.0.6 | 2026-10-06 | 9005c19 | 21,676 B | A | view · diff |
| v1.0.5 | 2026-09-30 | 7ebb6b4 | 21,663 B | A | view · diff |
| v1.0.5 | 2026-08-13 | c3e91d0 | 21,806 B | A | view · diff |
| v1.0.1 | 2026-05-29 | 7427d7a | 21,806 B | A | view · diff |
| v1.0.0 | 2026-05-20 | 3afa4c9 | 21,806 B | A | view · diff |
| v1.0.0 | 2026-04-29 | 5e2cfad | 17,760 B | A | view · diff |
| v1.0.0 | 2026-04-29 | 597a41f | 15,281 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 (21848 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
neo4j-contrib/neo4j-skills · 121 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pnjdz64ramvgm7rl GET https://markdownregistry.com/api/v1/resolve?ref=neo4j-contrib/neo4j-skills/neo4j-document-import-skill GET https://markdownregistry.com/api/v1/blob/9596ca516dca68f7fb44e166ac5e05711d4afed0a3e09ecc44961da3f7ab2f32
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.