neo4j-gds-skill SKILL.md skillA
neo4j-gds-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-gds-skill@v1.0.22Pins v1.0.22 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-gds-skill/SKILL.md- Versions recorded
- 14
- Latest version
- v1.0.22, committed Nov 2, 2026
- First version recorded
- Jun 9, 2026
- Size
- 20,523 bytes
- Repository stars
- 121
- License
- MIT
Neo4j Graph Data Science (GDS) embedded plugin via Python client or Cypher —.
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
## When to Use
- Running GDS algorithms against embedded GDS plugin through Python client (`graphdatascience`)
- Running GDS algorithms through `CALL gds.*` Cypher procedures
- Aura Pro, self-managed Neo4j, local Neo4j, or offline DBMS with GDS plugin installed
- Projecting named in-memory graphs, running centrality/community/similarity/path/embedding algorithms
- Chaining algorithms via `mutate` mode; building FastRP → KNN pipelines
- Writing node embeddings for Neo4j vector indexes / structural similarity search
- Memory estimation before large graph operations
## When NOT to Use
- **Aura Graph Analytics Sessions / AGA / `GdsSessions` / `AuraGraphDataScience`** → `neo4j-aura-graph-analytics-skill`
- **AuraDB Cypher API with `{ memory: ... }` or `{ sessionId: ... }`** → `neo4j-aura-graph-analytics-skill`
- **Cypher query authoring** → `neo4j-cypher-skill`
- **Driver/connection setup** → `neo4j-driver-python-skill`
- **GraphRAG retrieval** → `neo4j-graphrag-skill`
- **Creating/querying vector indexes over written embeddings** → `neo4j-vector-index-skill`
| Context | Use |
|---|---|
| Aura Pro with GDS plugin | This skill |
…Read the whole file at its exact version.
How to install
mdr add neo4j-contrib/neo4j-skills/neo4j-gds-skill@sha256:d59282c274892dfdThe line at the top of this page pins the label v1.0.22, 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_3eizlb4jb4fqn3z5)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 14 versions of this file, between Jun 9, 2026 and Nov 2, 2026, about one every 11 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.22 latest | 2026-11-02 | 004c782 | 20,523 B | A | view · diff |
| v1.0.21 | 2026-11-02 | 22ea858 | 20,451 B | A | view · diff |
| v1.0.20 | 2026-10-19 | 4555b7b | 20,192 B | A | view · diff |
| v1.0.19 | 2026-10-14 | e00816d | 20,187 B | A | view · diff |
| v1.0.18 | 2026-10-06 | 9005c19 | 20,185 B | A | view · diff |
| v1.0.17 | 2026-09-22 | a678fef | 19,519 B | A | view · diff |
| v1.0.16 | 2026-09-17 | a3627d2 | 17,971 B | A | view · diff |
| v1.0.15 | 2026-09-17 | a3cc585 | 17,735 B | A | view · diff |
| v1.0.15 | 2026-09-17 | 5a92274 | 17,645 B | A | view · diff |
| v1.0.14 | 2026-08-19 | e335859 | 17,157 B | A | view · diff |
| v1.0.14 | 2026-08-17 | 1b71882 | 17,097 B | A | view · diff |
| v1.0.13 | 2026-08-14 | 5e29ed4 | 16,889 B | A | view · diff |
| v1.0.12 | 2026-08-13 | c3e91d0 | 16,677 B | A | view · diff |
| v1.0.1 | 2026-06-09 | 6d44d31 | 16,676 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 (20523 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_3eizlb4jb4fqn3z5 GET https://markdownregistry.com/api/v1/resolve?ref=neo4j-contrib/neo4j-skills/neo4j-gds-skill GET https://markdownregistry.com/api/v1/blob/d59282c274892dfd4ebe35544a6802f960cf5fc615eb9b72de040d408d96d104
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.