Git History Bug Audit
ben-manes/caffeine
Audits a module by walking its git history commit by commit, tracking unresolved issues forward, and reporting the ones that survive to HEAD as findings.
Maintain and extend the arangodb/spring-data repository. An agent skill from arangodb/spring-data.
Install Spring Data Development
$ npx skills add arangodb/spring-data --skill spring-data-development -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install arangodb/spring-data spring-data-development --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/arangodb/spring-data.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/spring-data-development .claude/skills/spring-data-development && rm -rf skills-srcUse ~/.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/
Install the "spring-data-development" agent skill from https://github.com/arangodb/spring-data/tree/main/.agents/skills/spring-data-development into .claude/skills/spring-data-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-data-development", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/arangodb/spring-data/tree/main/.agents/skills/spring-data-developmentType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add arangodb/spring-data --skill spring-data-development -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install arangodb/spring-data spring-data-development --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/arangodb/spring-data.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/spring-data-development .agents/skills/spring-data-development && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "spring-data-development" agent skill from https://github.com/arangodb/spring-data/tree/main/.agents/skills/spring-data-development into .agents/skills/spring-data-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-data-development", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add arangodb/spring-data --skill spring-data-development -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install arangodb/spring-data spring-data-development --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/arangodb/spring-data.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/spring-data-development .cursor/skills/spring-data-development && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "spring-data-development" agent skill from https://github.com/arangodb/spring-data/tree/main/.agents/skills/spring-data-development into .cursor/skills/spring-data-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-data-development", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/arangodb/spring-data.git --path .agents/skills/spring-data-development--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add arangodb/spring-data --skill spring-data-development -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install arangodb/spring-data spring-data-development --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/arangodb/spring-data.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/spring-data-development .gemini/skills/spring-data-development && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "spring-data-development" agent skill from https://github.com/arangodb/spring-data/tree/main/.agents/skills/spring-data-development into .gemini/skills/spring-data-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-data-development", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install arangodb/spring-data spring-data-developmentInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add arangodb/spring-data --skill spring-data-development -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/arangodb/spring-data.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/spring-data-development .github/skills/spring-data-development && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "spring-data-development" agent skill from https://github.com/arangodb/spring-data/tree/main/.agents/skills/spring-data-development into .github/skills/spring-data-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-data-development", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add arangodb/spring-data --skill spring-data-development -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install arangodb/spring-data spring-data-development --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/arangodb/spring-data.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/spring-data-development .opencode/skills/spring-data-development && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "spring-data-development" agent skill from https://github.com/arangodb/spring-data/tree/main/.agents/skills/spring-data-development into .opencode/skills/spring-data-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "spring-data-development", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
spring-data-development- GitHub stars
- 116
- Token cost
- ~620 tokens
- SKILL.md length
- 245 words
- Files
- 4 (incl. references)
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Maintain and extend the arangodb/spring-data repository. An agent skill from arangodb/spring-data.
- Spring Data ArangoDB bug fixes
- SKILL.md covers Load by concern and Change and verify
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Mapping and serialization changes
What it does
Spring Data Development is an agent skill from arangodb/spring-data. Maintain and extend the arangodb/spring-data repository. Use for Spring Data ArangoDB bug fixes, features, refactoring, mapping and serialization changes, repository or AQL behavior, configuration, and dependency upgrades. This is codebase development guidance, not an application integration tutorial.
Its SKILL.md is about 620 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `agents/openai.yaml`, `references/architecture.md` and `references/changes.md`).
It sits in Development, covering Debugging and Refactoring. It works with Java. The licence is Apache-2.0.
When your agent uses it
- Spring Data ArangoDB bug fixes
- Mapping and serialization changes
- Dependency upgrades
Example prompts
- “/spring-data-development”
What it can do on your machine
Read from SKILL.md and the folder at commit 125d4b4. 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
No URLs in SKILL.md.
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 Development loads about 620 tokens when it runs, and up to ~3.4k if it reads all its reference files. Until then it costs about 82 tokens; SKILL.md has 245 words of instructions outside code blocks.
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
The full file from arangodb/spring-data at commit 125d4b4, republished under its Apache-2.0 licence (© arangodb). 245 words, ~620 tokens.
Download SKILL.mdSave it as
.claude/skills/spring-data-development/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- spring-data-development
- description
- Maintain and extend the arangodb/spring-data repository. Use for Spring Data ArangoDB bug fixes, features, refactoring, mapping and serialization changes, repository or AQL behavior, configuration, and dependency upgrades. This is codebase development guidance, not an application integration tutorial.
Spring Data ArangoDB development
Apply AGENTS.md. Trace the affected operation through one neighboring implementation before selecting the layer to change. Establish the intended contract from the task, API documentation, and tests, not assumptions about how another Spring Data store works.
Load by concern
| Concern | Reference |
|---|---|
| Ownership, call flow, or extension points | Architecture |
| Entity fields, IDs, conversions, or relationships | Mapping |
| Repository methods, AQL, or result adaptation | Repositories and queries |
| Writes, events, revisions, indexes, or tenancy | Template behavior |
| Spring wiring, driver, or dependency changes | Configuration and dependencies |
| Regression coverage or validation commands | Testing skill |
Change and verify
For a bug, add a regression at the failing boundary and demonstrate failure before the fix when feasible. For a feature, check that the configured driver and target server versions support the operation. Keep transport implementation in the driver, not this adapter. For a refactor, explicitly retain the affected API, document representation, and query/result semantics.
Inspect related overloads and both template and repository entry points when they share the changed behavior. Add coverage in the owning test area rather than copying the suite into a consumer project. Use the testing skill to select a focused run and the additional CI variants justified by the change.
Update affected public Javadocs and local examples. Record user-visible changes
under ChangeLog.md's Unreleased section; leave released entries intact. The main
reference manual is linked from README.md, not maintained in this source tree;
identify any required external documentation follow-up rather than inventing a
local documentation module.
© arangodb, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 3 other files (references) in .agents/skills/spring-data-development of arangodb/spring-data.
- SKILL.md
- agents/openai.yaml
- references/architecture.md
- references/changes.md
Open the folder on GitHubat commit 125d4b4
Compare with similar skills
Spring Data Development 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Spring Data Development this skillarangodb/spring-data | 116 | — | ~620 | Automated safety check: Pass | Apache-2.0 | |
| Git History Bug Auditben-manes/caffeine | 18k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | |
| Code Nest Project Specxiaou61/Code-Nest | 770 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Code Review Graph Navigatorhandsontable/handsontable | 22k | — | ~939 | Automated safety check: Pass | Custom licence | |
| MCP Debuggerdebugmcp/mcp-debugger | 171 | — | ~3.8k | Automated safety check: Pass | MIT | |
| Dbgtheodo-group/debug-that | 158 | — | ~1.9k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Spring Data Development
What does Spring Data Development do?
Maintain and extend the arangodb/spring-data repository. An agent skill from arangodb/spring-data. Spring Data Development is an agent skill from arangodb/spring-data. Maintain and extend the arangodb/spring-data repository.
When should I use Spring Data Development?
Spring Data Development fits situations like: spring Data ArangoDB bug fixes; mapping and serialization changes; dependency upgrades.
How do I install Spring Data Development in Claude Code?
Run `npx skills add arangodb/spring-data --skill spring-data-development -a claude-code`. Or copy the skill folder (.agents/skills/spring-data-development in arangodb/spring-data) into .claude/skills/spring-data-development in your project. Claude Code loads it when a task matches its description.
How do I install Spring Data Development in Codex?
Run `npx skills add arangodb/spring-data --skill spring-data-development -a codex`. Or copy the skill folder (.agents/skills/spring-data-development in arangodb/spring-data) into .agents/skills/spring-data-development in your project. Codex loads it when a task matches its description.
Can I use Spring Data Development 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 arangodb/spring-data --skill spring-data-development -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-development, .gemini/skills/spring-data-development, .github/skills/spring-data-development and .opencode/skills/spring-data-development in your project.
What does Spring Data Development need to run?
SKILL.md names no scripts, command-line tools or credentials: Spring Data Development is instructions for the agent only.
Does Spring Data Development access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Spring Data Development 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 Development use?
Spring Data Development is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Spring Data Development use?
About 620 tokens (SKILL.md is roughly 2.5k 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 2.7k tokens, read only when the agent opens those files.
What are the alternatives to Spring Data Development?
Skills that share tags, products or a category with Spring Data Development: Git History Bug Audit (ben-manes/caffeine, 18k stars), Code Nest Project Spec (xiaou61/Code-Nest, 770 stars), Code Review Graph Navigator (handsontable/handsontable, 22k stars) and MCP Debugger (debugmcp/mcp-debugger, 171 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Spring Data Development?
arangodb (a GitHub organization) maintains it in arangodb/spring-data, which has 116 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on September 28, 2026.
Source: arangodb/spring-data on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.