Systems-and-Toolchains-for-AI-EngineersSystems-and-Toolchains-for-AI-Engineers/agentic-skills/neo4j-patterns/SKILL.mdneo4j-patterns
Skill2 starsChanged 45 days agoNo licenceView on GitHub
Neo4j patterns for the Python driver. Use when connecting to Neo4j or Aura, writing or reviewing Cypher called from Python, choosing between execute_query and sessions, transforming results into lists, dataframes, or graph objects, debugging ResultConsumedError or a connection failure, batching writes, or working out why a MERGE created duplicates or a query is slow. Covers driver lifecycle, query parameters, routing, result transformers, managed transactions, and indexing for MERGE.
In this repository4 other files it gives its agents.
- database-reviewerSkill
- data-engineeringSkill
- kafka-patternsSkill
- pyspark-solverSkill
The file
We split this skill into the rules it gives an agent
5 rules. About 0 are common, 2 are distinctive, and 3 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
≈ “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.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.