菜单
Spring Bootサービス向けのJavaコーディング標準：命名、不変性、Optional使用、ストリーム、例外、ジェネリクス、プロジェクトレイアウト。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Use after a complex task, failure, or when reviewing what was learned. Teaches how to write growth logs that extract reusable patterns — not diary entries.
Design a goal-oriented agent loop, and review it for the ways loops go wrong — spinning and burning tokens, Goodhart-gaming the verifier, or running a wrong answer to completion. Two actions: (1) WRITE a loop — gate whether to build it, define a machine-decidable goal, pick the loop type, pick a skeleton; (2) REVIEW a loop — run it past five failure modes plus decidability, boundaries, fallback, judge independence, and keep-judgment-with-the-human red lines. Use when designing an autonomous agent loop, or when you already have one and worry it will spin, cheat, or run a wrong answer to the end. Complements the mechanism-layer loop skills (autonomous-loops, continuous-agent-loop) by covering the judgment layer they don't. 中文触发：写 loop、设计 loop、做一个 loop、检查 loop 对不对、loop 体检、loop 会不会跑飞、可判定目标、五个崩法、plan build judge。English triggers: design an agent loop, write a loop, check a loop, loop review, prevent a runaway loop, goal-oriented loop, decidable goal, plan/build/judge.
Stop hook that blocks Claude from finishing until quality checks pass. Detects rationalization patterns (surface text heuristics), stale learning logs (filesystem mtime), and low disk space. Complements self-audit by mechanically enforcing learning capture habits.
React Native and Expo app patterns — Expo Router navigation, state separation (server/client/route/form), TanStack Query data fetching with Zod, performant lists, NativeWind/StyleSheet styling, native APIs, and secure storage. Use when building or editing React Native / Expo screens, components, navigation, or data layers.
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.
Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.
| name | java-coding-standards |
| description | Spring Bootサービス向けのJavaコーディング標準：命名、不変性、Optional使用、ストリーム、例外、ジェネリクス、プロジェクトレイアウト。 |
Spring Bootサービスにおける読みやすく保守可能なJava(17+)コードの標準。
// PASS: クラス/レコード: PascalCase
public class MarketService {}
public record Money(BigDecimal amount, Currency currency) {}
// PASS: メソッド/フィールド: camelCase
private final MarketRepository marketRepository;
public Market findBySlug(String slug) {}
// PASS: 定数: UPPER_SNAKE_CASE
private static final int MAX_PAGE_SIZE = 100;
// PASS: recordとfinalフィールドを優先
public record MarketDto(Long id, String name, MarketStatus status) {}
public class Market {
private final Long id;
private final String name;
// getterのみ、setterなし
}
// PASS: find*メソッドからOptionalを返す
Optional<Market> market = marketRepository.findBySlug(slug);
// PASS: get()の代わりにmap/flatMapを使用
return market
.map(MarketResponse::from)
.orElseThrow(() -> new EntityNotFoundException("Market not found"));
// PASS: 変換にストリームを使用し、パイプラインを短く保つ
List<String> names = markets.stream()
.map(Market::name)
.filter(Objects::nonNull)
.toList();
// FAIL: 複雑なネストされたストリームを避ける; 明確性のためにループを優先
MarketNotFoundException)catch (Exception ex)を避ける(中央でリスロー/ログ記録する場合を除く)throw new MarketNotFoundException(slug);
public <T extends Identifiable> Map<Long, T> indexById(Collection<T> items) { ... }
src/main/java/com/example/app/
config/
controller/
service/
repository/
domain/
dto/
util/
src/main/resources/
application.yml
src/test/java/... (mainをミラー)
private static final Logger log = LoggerFactory.getLogger(MarketService.class);
log.info("fetch_market slug={}", slug);
log.error("failed_fetch_market slug={}", slug, ex);
@Nullableを受け入れる; それ以外は@NonNullを使用@NotNull、@NotBlank)を使用覚えておく: コードを意図的、型付き、観察可能に保つ。必要性が証明されない限り、マイクロ最適化よりも保守性を最適化します。