neo4j-agent-memory-skill SKILL.md skillA
neo4j-agent-memory-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-agent-memory-skill@v1.0.9Pins v1.0.9 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-agent-memory-skill/SKILL.md- Versions recorded
- 10
- Latest version
- v1.0.9, committed Nov 2, 2026
- First version recorded
- Apr 30, 2026
- Size
- 23,341 bytes
- Repository stars
- 121
- License
- MIT
Authoritative reference for the neo4j-agent-memory Python package — a graph-native memory system for AI agents built on Neo4j — and for the hosted service (NAMS) at memory.neo4jlabs.com. Use this skill whenever the user mentions neo4j-agent-memory, agent memory with Neo4j, context graphs, the POLE+O model, MemoryClient/MemorySettings, the memory MCP server, or any of the framework integrations (LangChain, PydanticAI, CrewAI, AWS Strands, Google ADK, Microsoft Agent Framework, OpenAI Agents…
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-agent-memory Authoritative reference for the `neo4j-agent-memory` Python package — a Neo4j Labs project that gives AI agents three distinct memory layers (short-term, long-term, reasoning) in a single knowledge graph. > ⚠️ **Verify authoritative state before writing.** Version numbers, extras, tool counts, and API surface change between releases. The values in this skill reflect a specific point in time. Before publishing anything version-sensitive, confirm against **PyPI** (`https://pypi.org/project/neo4j-agent-memory/`) and the **GitHub README** (`https://github.com/neo4j-labs/agent-memory`). PyPI is the authoritative source for version numbers — never infer. ## When to Use - Building AI agents that need persistent memory (short-term, long-term, reasoning traces) backed by Neo4j - Using the `neo4j-agent-memory` Python package or the hosted NAMS service at memory.neo4jlabs.com - Integrating agent memory with LangChain, PydanticAI, CrewAI, AWS Strands, Google ADK, OpenAI Agents, LlamaIndex, or Microsoft Agent Framework - Writing documentation, tutorials, or positioning content about graph-native agent memory …
Read the whole file at its exact version.
How to install
mdr add neo4j-contrib/neo4j-skills/neo4j-agent-memory-skill@sha256:facd59ebc71a566eThe line at the top of this page pins the label v1.0.9, 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_a4jx342tdk5k6oqd)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 10 versions of this file, between Apr 30, 2026 and Nov 2, 2026, about one every 21 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.9 latest | 2026-11-02 | 22ea858 | 23,341 B | A | view · diff |
| v1.0.8 | 2026-10-13 | e83483a | 23,252 B | A | view · diff |
| v1.0.7 | 2026-09-30 | d03f7f9 | 23,239 B | A | view · diff |
| v1.0.7 | 2026-09-30 | b9a290e | 23,263 B | A | view · diff |
| v1.0.6 | 2026-09-30 | 4267444 | 23,263 B | A | view · diff |
| v1.0.6 | 2026-08-19 | 62da4e3 | 23,042 B | A | view · diff |
| v1.0.5 | 2026-08-13 | c3e91d0 | 22,130 B | A | view · diff |
| v1.0.1 | 2026-05-29 | 7427d7a | 22,130 B | A | view · diff |
| git:20260430.a2129d4 | 2026-04-30 | a2129d4 | 22,115 B | A | view · diff |
| git:20260430.bb52d67 | 2026-04-30 | bb52d67 | 22,381 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 (23341 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_a4jx342tdk5k6oqd GET https://markdownregistry.com/api/v1/resolve?ref=neo4j-contrib/neo4j-skills/neo4j-agent-memory-skill GET https://markdownregistry.com/api/v1/blob/facd59ebc71a566e13abe5457290a3a461f52d1f8b8a26fa078d31bf4d5e2f17
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.