Agent skill

Spring Data Jpa

by Amplicode in Amplicode/spring-skills

Rules and guidelines for working with Spring Data JPA in the project.

No licenceAuto-check passedAgent Workflows

Install Spring Data Jpa

skills CLI
$ npx skills add Amplicode/spring-skills --skill spring-data-jpa -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Amplicode/spring-skills spring-data-jpa --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Amplicode/spring-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/spring-data-jpa .claude/skills/spring-data-jpa && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
spring-data-jpa
GitHub stars
126
Token cost
~838 tokens
SKILL.md length
372 words
Files
7 (incl. references)
Skills in repo
16
Repo updated
First seen
Licence
None found

At a glance

Rules and guidelines for working with Spring Data JPA in the project.

  • Works in 2 steps: If entity conventions have not been… → Read references/entity-rules-impl.md and…
  • Modifying JPA entities
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Any request that involves changing entity structure

What it does

Spring Data Jpa is an agent skill from Amplicode/spring-skills. Rules and guidelines for working with Spring Data JPA in the project. ALWAYS use this skill when adding, removing, or modifying JPA entities, repositories, or projections. Trigger on any request that involves changing entity structure, adding new entities, modifying field annotations, updating database mappings, creating or modifying Spring Data repositories, or defining query projections (interfaces, DTOs).

Its SKILL.md is about 840 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `references/entity-conventions.md`, `references/entity-rules-impl.md` and `references/repository-conventions.md`).

It sits in Agent Workflows, covering MCP servers. It works with Model Context Protocol and JetBrains IDEs. The repository describes itself as: Amplicode Agent Tools.

When your agent uses it

  • Modifying JPA entities
  • Any request that involves changing entity structure
  • Adding new entities
  • Modifying field annotations

Example prompts

  • “Use the spring-data-jpa skill to rule and guidelines for working with Spring Data JPA in the project”
  • “/spring-data-jpa”

Workflow steps

2 steps, taken from the first numbered list in SKILL.md.

  1. If entity conventions have not been detected yet in this conversation — check memory for previously saved conventions first. If found in…
  2. Read references/entity-rules-impl.md and follow the rules there when writing or modifying the entity

What it can do on your machine

Read from SKILL.md and the folder at commit bf19b3c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • amplicode.ru

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Spring Data Jpa loads about 838 tokens when it runs, and up to ~5.7k if it reads all its reference files. Until then it costs about 107 tokens; SKILL.md has 372 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~107
When it runs · the whole SKILL.md, loaded when a task matches
~838
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5.7k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 372 words (~838 tokens).

“This skill is part of the Spring Agent Toolkit and is designed to work with the Spring MCP server (provided by the Amplicode IntelliJ plugin). Before doing anything else, check your tool list for any Spring MCP tool — they…”

— opening of SKILL.md by Amplicode
name
spring-data-jpa

Read the full SKILL.md on GitHub

Files

SKILL.md and 6 other files (references) in skills/spring-data-jpa of Amplicode/spring-skills.

  • SKILL.md
  • references/entity-conventions.md
  • references/entity-rules-impl.md
  • references/repository-conventions.md
  • references/transaction-conventions.md
  • references/transaction-oregination.md
  • references/transaction-rules-impl.md

Open the folder on GitHubat commit bf19b3c

Compare with similar skills

Spring Data Jpa next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Spring Data Jpa compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Spring Data Jpa this skillAmplicode/spring-skills126—~838Automated safety check: PassNone
Claude Docs Consultantcentminmod/my-claude-code-setup2.7k—~959Automated safety check: PassMIT
Idea MCPdtprj/dongting208—~698Automated safety check: PassApache-2.0
MCP Server Builderanthropics/skills180k62 repos~2.3kAutomated safety check: PassApache-2.0
MCP Server BuildershareAI-lab/learn-claude-code78k5 repos~1.2kAutomated safety check: PassMIT
MCP Integration for Pluginsanthropics/claude-plugins-official37k11 repos~3.1kAutomated safety check: PassApache-2.0

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Categories

Questions about Spring Data Jpa

What does Spring Data Jpa do?

Rules and guidelines for working with Spring Data JPA in the project. Spring Data Jpa is an agent skill from Amplicode/spring-skills. Rules and guidelines for working with Spring Data JPA in the project.

When should I use Spring Data Jpa?

Spring Data Jpa fits situations like: modifying JPA entities; any request that involves changing entity structure; adding new entities; modifying field annotations.

How do I install Spring Data Jpa in Claude Code?

Run `npx skills add Amplicode/spring-skills --skill spring-data-jpa -a claude-code`. Or copy the skill folder (skills/spring-data-jpa in Amplicode/spring-skills) into .claude/skills/spring-data-jpa in your project. Claude Code loads it when a task matches its description.

How do I install Spring Data Jpa in Codex?

Run `npx skills add Amplicode/spring-skills --skill spring-data-jpa -a codex`. Or copy the skill folder (skills/spring-data-jpa in Amplicode/spring-skills) into .agents/skills/spring-data-jpa in your project. Codex loads it when a task matches its description.

Can I use Spring Data Jpa in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Amplicode/spring-skills --skill spring-data-jpa -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/spring-data-jpa, .gemini/skills/spring-data-jpa, .github/skills/spring-data-jpa and .opencode/skills/spring-data-jpa in your project.

What does Spring Data Jpa need to run?

SKILL.md names no scripts, command-line tools or credentials: Spring Data Jpa is instructions for the agent only.

Does Spring Data Jpa access the network?

SKILL.md names 1 domain. As links in the text: amplicode.ru. This is read from the text; nothing was executed.

Is Spring Data Jpa safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Spring Data Jpa use?

No licence was found for Spring Data Jpa or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Spring Data Jpa use?

About 838 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.8k tokens, read only when the agent opens those files.

What are the alternatives to Spring Data Jpa?

Skills that share tags, products or a category with Spring Data Jpa: Claude Docs Consultant (centminmod/my-claude-code-setup, 2.7k stars), Idea MCP (dtprj/dongting, 208 stars), MCP Server Builder (anthropics/skills, 180k stars) and MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Spring Data Jpa?

Amplicode (a GitHub organization) maintains it in Amplicode/spring-skills, which has 126 GitHub stars. The repository holds 16 skills in this directory. The repository was last updated on September 6, 2026.

Source: Amplicode/spring-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.