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 agentmods add skills/dean0x/devflow/javanpx skills add dean0x/devflow --skill javagit clone --depth 1 https://github.com/dean0x/devflowWhat 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 | $0.00063 | $0.01216 |
| Opus 5 | $0.00032 | $0.00608 |
| Sonnet 5 | $0.00013 | $0.00243 |
| Haiku 4.5 | $0.00006 | $0.00122 |
Grade A, and why
java 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 yesterday.
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 — 149 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Java Patterns
Reference for modern Java patterns, type system, and best practices.
Iron Law
FAVOR COMPOSITION OVER INHERITANCE
Delegation and interfaces over class hierarchies. Inheritance creates tight coupling, breaks encapsulation, and makes refactoring dangerous. Use interfaces for polymorphism, records for data, and sealed classes for restricted hierarchies. Extend only when the "is-a" relationship is genuinely invariant. — Effective Java, Item 18 [1, Item 18]
When This Skill Activates
- Working with Java codebases (records, sealed classes, Optional, streams)
- Implementing concurrent code or API design
- Structuring Java packages and dependencies
Type System (Modern Java)
Records for data [4][9] — Immutable carriers with auto-generated equals/hashCode/
toString. Compact constructors validate before fields are sealed.
// BAD: Mutable POJO. GOOD: Immutable record [1, Item 17][4]
public record User(String name, String email, Instant createdAt) {
public User {
Objects.requireNonNull(name); Objects.requireNonNull(email);
}
}
Sealed classes [5][9] — Close the subtype set, enabling exhaustive pattern matching. [6]
public sealed interface Result<T> permits Success, Failure {
record Success<T>(T value) implements Result<T> {}
record Failure<T>(String error) implements Result<T> {}
}
// Exhaustive — no default needed [6]
switch (result) {
case Success<User> s -> handleSuccess(s.value());
case Failure<User> f -> handleError(f.error());
}
Optional for absent values [1, Item 22][25] — Never return null. Use functional
chaining (map/orElse), not isPresent()/get().
public Optional<User> findById(String id) { return Optional.ofNullable(userMap.get(id)); }
optional.map(User::name).orElse("Anonymous");
Error Handling
All AutoCloseable resources MUST use try-with-resources. [1] Custom unchecked exceptions
carry structured fields for precise handling. [3]
What ships with it
5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- yesterday First seen · 149 lines · 63 tokens per session scan A d5de779cc53d
java is a skill published in the GitHub repository dean0x/devflow (19 stars, last pushed 2d ago), licensed MIT. It adds 63 tokens to every session and 1,216 once invoked, about $0.0003 per session on Opus 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 2026-08-30.
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verify-change
变更校验关卡。分析代码变更,检测文档同步状态,评估变更影响范围。当用户提到变更检查、文档同步、代码审查、提交前检查、diff分析时使用。在设计级变更、重构完成时自动触发。.
verify-security
安全校验关卡。自动扫描代码安全漏洞,检测危险模式,确保安全决策有文档记录。当用户提到安全扫描、漏洞检测、安全审计、代码安全、OWASP、注入检测、敏感信息泄露时使用。在新建模块、安全相关变更、攻防任务、重构完成时自动触发。.
liquid-glass
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gen-docs
文档生成器。自动分析模块结构,生成 README.md 和 DESIGN.md 骨架。当用户提到生成文档、创建README、创建DESIGN、文档骨架、文档模板时使用。在新建模块开始时自动触发。.
verify-module
模块完整性校验关卡。扫描目录结构、检测缺失文档、验证代码与文档同步。当用户提到模块校验、文档检查、结构完整性、README检查、DESIGN检查时使用。在新建模块完成时自动触发。.