java-explain — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited java-explain (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Explain the Java code I've selected or provided. Tailor the explanation to what the code actually does — avoid generic descriptions.
1. Purpose (1–3 sentences) What is this code trying to accomplish? What problem does it solve?
2. How it works — step by step Walk through the logic in plain English. For each significant block:
3. Java features used Identify and briefly explain any Java-specific features present:
@Transactional, @Override)synchronized, volatile, AtomicInteger, etc.)4. Design patterns (if present) If the code implements a recognisable design pattern (Factory, Builder, Strategy, Observer, Singleton, Repository, etc.), name it and explain how the code implements it.
5. Potential gotchas Point out anything that a reader might misunderstand or that could cause subtle bugs:
Write as if explaining to a competent developer who is new to this particular codebase. Assume familiarity with basic Java but not with the specific patterns or domain logic shown.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.