Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add AratKruglik/claude-sdlc --skill spring-data-jpagit clone --depth 1 https://github.com/AratKruglik/claude-sdlcWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/aratkruglik/claude-sdlc/spring-data-jpa)<a href="https://agentmods.dev/skills/aratkruglik/claude-sdlc/spring-data-jpa"><img src="https://agentmods.dev/badge/skills/aratkruglik/claude-sdlc/spring-data-jpa/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/aratkruglik/claude-sdlc/spring-data-jpa"><img src="https://agentmods.dev/badge/skills/aratkruglik/claude-sdlc/spring-data-jpa.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 247 Skill allows unbounded resource consumption (API calls, storage, compute). Without rate limits or quotas, a compromised or misbehaving agent can cause denial-of-service or cost overruns.Fix: Set explicit rate limits, timeouts, and resource quotas for API calls, file operations, and compute. Implement circuit breakers for runaway loops.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00197 | $0.02320 |
| Opus 5.5 | $0.00079 | $0.00928 |
| Sonnet 5.5 | $0.00039 | $0.00464 |
| Haiku 4.5 | $0.00020 | $0.00232 |
Grade A, and why
spring-data-jpa scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 27d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 267 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Spring Data JPA Patterns
Entity design
@Entity
@Table(name = "users", indexes = {
@Index(name = "idx_users_email", columnList = "email", unique = true)
})
public class User {
@Id
@GeneratedValue(strategy = GenerationType.IDENTITY)
private Long id;
@Column(nullable = false, unique = true, length = 255)
private String email;
@Column(nullable = false)
private String passwordHash;
@Enumerated(EnumType.STRING)
@Column(nullable = false, length = 50)
private Role role;
@CreationTimestamp
@Column(updatable = false)
private Instant createdAt;
@UpdateTimestamp
private Instant updatedAt;
@Version
private Long version; // Optimistic locking
protected User() {} // JPA requires no-arg constructor
public User(String email, String passwordHash, Role role) {
this.email = Objects.requireNonNull(email);
this.passwordHash = Objects.requireNonNull(passwordHash);
this.role = Objects.requireNonNull(role);
}
// Getters only — no public setters; mutate via domain methods
public Long id() { return id; }
public String getEmail() { return email; }
public Role getRole() { return role; }
public Instant getCreatedAt() { return createdAt; }
public void changeEmail(String newEmail) {
this.email = Objects.requireNonNull(newEmail);
}
}
ID strategy: Use IDENTITY for single-node deployments (PostgreSQL, MySQL sequences). Use SEQUENCE with a named sequence for batch inserts (avoids INSERT per row). Avoid AUTO — it behaves inconsistently across databases.
No public setters on entities. Expose domain methods (changeEmail, deactivate, addItem) to enforce invariants. JPA requires a no-arg constructor — mark it protected so it is not called outside the framework.
Audit timestamps: @CreationTimestamp and @UpdateTimestamp (Hibernate) or @EntityListeners(AuditingEntityListener.class) + @CreatedDate / @LastModifiedDate (Spring Data Auditing). Prefer Instant for UTC storage.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 27d ago Changed · +2 lines 508115886e2d
- 1mo ago First seen · 265 lines · 197 tokens per session scan A 47654eb544c9
spring-data-jpa is a skill published in the GitHub repository AratKruglik/claude-sdlc (42 stars, last pushed 2d ago), licensed MIT. It adds 197 tokens to every session and 2,320 once invoked, about $0.0008 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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