pipeline

pipeline is a skill for Claude Code, Codex from demodev-lab/claude-code-plugin-demokit. It costs 49 tokens per session (1,282 once invoked), scanned A, original, MIT.

A nine-step development workflow for building Spring Boot features, from database design through deployment preparation. It tracks progress in a project status file.

In plain words
What is it for?
Use it to start a Spring Boot feature, check its current phase and progress, or move to the next phase.
Why use it?
It gives a large feature a clear order of work and makes the current stage visible. This reduces the chance of skipping design, testing, review, or deployment tasks.

Skill for Claude CodeCodex

Part of the demokit plugin — 34 skills, 19 commands, 15 agents, 10 hooks shipped together

Install

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.

agentmods
npx agentmods add skills/demodev-lab/claude-code-plugin-demokit/pipeline
Any agent
npx skills add demodev-lab/claude-code-plugin-demokit --skill pipeline
Clone the repo
git clone --depth 1 https://github.com/demodev-lab/claude-code-plugin-demokit

Made for: Claude Code, Codex.

Or install demokit, the plugin that ships this one along with the rest of its 34 skills, 19 commands, 15 agents, 10 hooks.

Wrote 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.

agentmods badge for pipeline

README.md
[![agentmods](https://agentmods.dev/badge/skills/demodev-lab/claude-code-plugin-demokit/pipeline.svg)](https://agentmods.dev/skills/demodev-lab/claude-code-plugin-demokit/pipeline)
Your own site
<a href="https://agentmods.dev/skills/demodev-lab/claude-code-plugin-demokit/pipeline"><img src="https://agentmods.dev/badge/skills/demodev-lab/claude-code-plugin-demokit/pipeline.svg" alt="Measured on agentmods" height="20"></a>
Per session 49 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,282 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5 $0.00049 $0.01282
Opus 5 $0.00024 $0.00641
Sonnet 5 $0.00010 $0.00256
Haiku 4.5 $0.00005 $0.00128

Measured 4d ago against content hash 281e8a9000a9, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

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 4d 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.

skills/pipeline/SKILL.md · 155 lines

How it starts

The opening of the file, as written. The whole thing — 155 lines — stays where its author put it; the contents beside it link to each section on GitHub.

/pipeline - Spring Boot 개발 파이프라인

help

인자가 help이면 아래 도움말만 출력하고 실행을 중단한다:

/pipeline — Spring Boot 9단계 개발 파이프라인

사용법:
  /pipeline {feature}
  /pipeline status
  /pipeline next

상태 파일:
  .pipeline/status.json

단계:
  Phase 1: Schema      - DB 스키마 설계 (dba-expert)
  Phase 2: Convention  - 코드 컨벤션 확인 (spring-architect)
  Phase 3: Infra       - 인프라 설정 (infra-expert)
  Phase 4: Feature     - 핵심 기능 구현 (domain-expert)
  Phase 5: Integration - 서비스 통합 (service-expert)
  Phase 6: Testing     - 테스트 작성 (test-expert)
  Phase 7: Performance - 성능 최적화 (dba-expert)
  Phase 8: Review      - 코드 리뷰 (code-reviewer)
  Phase 9: Deployment  - 배포 준비 (devops-engineer)

예시:
  /pipeline user-management
  /pipeline status
  /pipeline next

핵심 동작 규칙

1) /pipeline {feature}

feature가 들어오면 아래 명령으로 파이프라인 상태를 시작/갱신한다.

node scripts/pipeline-ctl.js start "{feature}"
# 또는
node scripts/pipeline-ctl.js start --feature "{feature}"
  • 상태 파일: .pipeline/status.json
  • 이미 같은 feature가 진행 중이면 기존 상태를 재사용한다.
  • 강제 재시작이 필요하면 --reset을 사용한다.

2) /pipeline status

아래 명령으로 현재 phase/진행률을 조회한다.

node scripts/pipeline-ctl.js status

응답에는 아래를 포함한다:

  • 현재 feature
  • 현재 phase (id/name/agent)
  • 완료/전체 진행률
  • 각 phase 상태(pending/in-progress/completed)

3) /pipeline next

아래 명령으로 자동 전이를 수행한다.

node scripts/pipeline-ctl.js next

전이 규칙:

  1. 현재 phase를 completed 처리
  2. 다음 phase가 있으면 자동으로 in-progress 전환
  3. 마지막 phase면 파이프라인 완료 처리

실행 절차 (각 phase에서 할 일)

Phase 1: Schema (DB 스키마 설계)

담당 에이전트: dba-expert

  1. 요구사항 기반 ERD 설계
  2. 테이블 정의 (컬럼, 타입, 제약조건)
  3. 인덱스 전략 초안
  4. Flyway 마이그레이션 스크립트 생성

Phase 2: Convention (코드 컨벤션 확인)

담당 에이전트: spring-architect

  1. 패키지 구조 확인/생성
  2. 네이밍 컨벤션 검증
  3. 공통 모듈 (BaseEntity, GlobalExceptionHandler) 확인
  4. 기존 코드 패턴 분석

Phase 3: Infra (인프라 설정)

담당 에이전트: infra-expert

  1. application.yml 프로파일 설정
  2. Docker Compose 설정 (DB, Redis 등)
  3. Gradle 의존성 확인/추가
  4. 환경 변수 정리

Phase 4: Feature (핵심 기능 구현)

담당 에이전트: domain-expert

  1. Entity 구현 (JPA 매핑, 연관관계)
  2. Repository 구현 (쿼리 메서드, QueryDSL)
  3. DTO 정의 (Request/Response record)
  4. 도메인 비즈니스 로직

Read the full file on GitHub · 155 lines

Files

What ships with it

1 file 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.

Changes

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.

  1. 4d ago First seen · 155 lines · 49 tokens per session scan A 281e8a9000a9

Subscribe to this mod's changes

pipeline is a skill published in the GitHub repository demodev-lab/claude-code-plugin-demokit (2 stars, last pushed 6mo ago), licensed MIT. It adds 49 tokens to every session and 1,282 once invoked, about $0.0002 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 2026-08-31.

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