Install
$ agentstack add skill-jaipilot-jaipilot-jaipilot-review-diff ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Review a Java diff
Review the complete requested change, not only the most obvious file. Use repository-native evidence and keep the host agent in control.
Establish the boundary
- Confirm that the selected root contains a Java Maven or Gradle project. If it does not, report
that this skill is not applicable and stop.
- Read the repository's AGENTS.md, contribution guide, build files, and relevant module
instructions.
- Record git status --short, the current revision, and the comparison base. Never fetch or change
branches unless the user asks.
- Include staged, unstaged, and untracked Java, test, build, wrapper, and configuration files.
In a multi-module repository, include every affected module.
- Preserve all unrelated work. Never run reset, checkout, clean, stash, or broad formatting to
manufacture a clean diff.
Review
- Read every changed production file, relevant tests, and directly affected contracts.
- Look for incorrect behavior, missing edge cases, compatibility breaks, unsafe resource or
concurrency behavior, architecture drift, dead code, duplication, needless abstractions, and unrelated edits.
- Prefer deletion and reuse. Keep only lines required by the request or its proof.
- Treat repository-configured compiler checks, Checkstyle, PMD, SpotBugs, Error Prone, ArchUnit,
SonarQube reports, and similar tools as evidence. Do not invent equivalent findings when a tool is absent.
- Make corrections only when the user asked for implementation. Otherwise report findings with
file, location, impact, and the smallest reasonable fix.
Verify
- Use the repository wrapper and documented commands. Run focused tests while iterating.
- Run the normal module or repository verification command after the diff stabilizes.
- Run configured JaCoCo, PIT, ArchUnit, OpenRewrite, or static-analysis tasks when they apply.
Do not add plugins, dependencies, exclusions, suppressions, or weaker thresholds merely to pass.
- Confirm that changed tests actually executed. Do not infer test quality from a green build or
line coverage alone.
- Re-read the final diff after verification and check that generated output did not enter it.
- If a command cannot run, report the exact failure and leave that property unavailable.
Report
Return:
- revision, comparison base, modules, and files reviewed;
- findings ordered by severity, followed by extra or unnecessary code;
- edits made and why each was necessary;
- exact commands and whether each passed, failed, skipped, or was unavailable;
- test execution, coverage, mutation, architecture, and analyzer evidence when measured; and
- residual risks and unverified boundaries.
Do not claim that the change is correct solely because the build passed.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: JAIPilot
- Source: JAIPilot/jaipilot
- License: MIT
- Homepage: https://github.com/JAIPilot/jaipilot#readme
Install and usage instructions live in the source repository linked above.
Reviews
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Versions
- v0.1.0 Imported from the upstream source.