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 msbaek/msbaek-claude-plugins --skill replace-loop-with-pipelinegit clone --depth 1 https://github.com/msbaek/msbaek-claude-pluginsWrote 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/msbaek/msbaek-claude-plugins/replace-loop-with-pipeline)<a href="https://agentmods.dev/skills/msbaek/msbaek-claude-plugins/replace-loop-with-pipeline"><img src="https://agentmods.dev/badge/skills/msbaek/msbaek-claude-plugins/replace-loop-with-pipeline/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/msbaek/msbaek-claude-plugins/replace-loop-with-pipeline"><img src="https://agentmods.dev/badge/skills/msbaek/msbaek-claude-plugins/replace-loop-with-pipeline.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00107 | $0.01894 |
| Opus 5.5 | $0.00043 | $0.00758 |
| Sonnet 5.5 | $0.00021 | $0.00379 |
| Haiku 4.5 | $0.00011 | $0.00189 |
Grade A, and why
replace-loop-with-pipeline 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 1mo 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 — 213 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Replace Loop with Pipeline
GOAL
명령형 루프를 Stream API/Collection Pipeline으로 변환하여:
- what vs how: Pipeline은 "무엇을" 하는지, 루프는 "어떻게" 하는지 표현
- 필터링/변환/집계의 의도가 메서드 체인으로 드러남
- 중간 변수/플래그 변수 제거
CONSTRAINTS
- 계열: Tidy — 후보 보고 후 승인 없이 적용 (
../../references/refactoring-procedure.md§0·§3-A) - 동작 변경 금지: 구조 개선만 수행 (기능 변경 없음)
- 테스트 수정 금지: 구조 변경이 테스트를 실패시키면 되돌리기
- 명시적 git add:
git add -A금지, 변경된 파일만 명시
적용 패턴
패턴 1: 필터링 + 변환
// Before
List<String> result = new ArrayList<>();
for (Order order : orders) {
if (order.isActive()) {
result.add(order.getCustomerName());
}
}
// After
List<String> result = orders.stream()
.filter(Order::isActive)
.map(Order::getCustomerName)
.toList();
패턴 2: 집계
// Before
int total = 0;
for (LineItem item : items) {
if (item.getQuantity() > 0) {
total += item.getPrice() * item.getQuantity();
}
}
// After
int total = items.stream()
.filter(item -> item.getQuantity() > 0)
.mapToInt(item -> item.getPrice() * item.getQuantity())
.sum();
패턴 2-1: 집계 — 객체 타입 (BigDecimal 등)
primitive가 아닌 타입은 sum()이 없으므로 reduce(항등원, 누적 연산)을 쓴다.
금액(BigDecimal) 합산이 대표 사례:
// Before
BigDecimal total = BigDecimal.ZERO;
for (Line line : lines) {
total = total.add(line.amount());
}
// After
BigDecimal total = lines.stream()
.map(Line::amount)
.reduce(BigDecimal.ZERO, BigDecimal::add);
패턴 3: 검색 (첫 번째 매칭)
// Before
Employee found = null;
for (Employee e : employees) {
if (e.getDepartment().equals("Engineering")) {
found = e;
break;
}
}
// After
Optional<Employee> found = employees.stream()
.filter(e -> e.getDepartment().equals("Engineering"))
.findFirst();
패턴 4: 존재 여부 확인
// Before
boolean hasOverdue = false;
for (Invoice invoice : invoices) {
if (invoice.isOverdue()) {
hasOverdue = true;
break;
}
}
// After
boolean hasOverdue = invoices.stream()
.anyMatch(Invoice::isOverdue);
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.
- 1mo ago Changed · -1 lines · +68 tokens per session 5338c3cb8c89
- 1mo ago Changed 729e94457103
- 1mo ago First seen · 214 lines · 39 tokens per session scan A 7bbf215afb5d
replace-loop-with-pipeline is a skill published in the GitHub repository msbaek/msbaek-claude-plugins (8 stars, last pushed 5d ago), licensed MIT. It adds 107 tokens to every session and 1,894 once invoked, about $0.0004 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 2026-08-31.
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