Experiment Verification Monitoring
hashgraph-online/awesome-codex-plugins
Verify and monitor running experiments for operational quality.
배포 전략 카탈로그. An agent skill from revfactory/harness-100.
$ npx skills add revfactory/harness-100 --skill deployment-strategies -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install revfactory/harness-100 deployment-strategies --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ko/20-cicd-pipeline/.claude/skills/deployment-strategies .claude/skills/deployment-strategies && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "deployment-strategies" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/20-cicd-pipeline/.claude/skills/deployment-strategies into .claude/skills/deployment-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deployment-strategies", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/revfactory/harness-100/tree/main/ko/20-cicd-pipeline/.claude/skills/deployment-strategiesType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add revfactory/harness-100 --skill deployment-strategies -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install revfactory/harness-100 deployment-strategies --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .agents/skills && cp -r skills-src/ko/20-cicd-pipeline/.claude/skills/deployment-strategies .agents/skills/deployment-strategies && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "deployment-strategies" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/20-cicd-pipeline/.claude/skills/deployment-strategies into .agents/skills/deployment-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deployment-strategies", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add revfactory/harness-100 --skill deployment-strategies -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install revfactory/harness-100 deployment-strategies --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/ko/20-cicd-pipeline/.claude/skills/deployment-strategies .cursor/skills/deployment-strategies && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "deployment-strategies" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/20-cicd-pipeline/.claude/skills/deployment-strategies into .cursor/skills/deployment-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deployment-strategies", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/revfactory/harness-100.git --path ko/20-cicd-pipeline/.claude/skills/deployment-strategies--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add revfactory/harness-100 --skill deployment-strategies -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install revfactory/harness-100 deployment-strategies --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/ko/20-cicd-pipeline/.claude/skills/deployment-strategies .gemini/skills/deployment-strategies && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "deployment-strategies" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/20-cicd-pipeline/.claude/skills/deployment-strategies into .gemini/skills/deployment-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deployment-strategies", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install revfactory/harness-100 deployment-strategiesInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add revfactory/harness-100 --skill deployment-strategies -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .github/skills && cp -r skills-src/ko/20-cicd-pipeline/.claude/skills/deployment-strategies .github/skills/deployment-strategies && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "deployment-strategies" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/20-cicd-pipeline/.claude/skills/deployment-strategies into .github/skills/deployment-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deployment-strategies", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add revfactory/harness-100 --skill deployment-strategies -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install revfactory/harness-100 deployment-strategies --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/ko/20-cicd-pipeline/.claude/skills/deployment-strategies .opencode/skills/deployment-strategies && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "deployment-strategies" agent skill from https://github.com/revfactory/harness-100/tree/main/ko/20-cicd-pipeline/.claude/skills/deployment-strategies into .opencode/skills/deployment-strategies/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deployment-strategies", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
deployment-strategies배포 전략 카탈로그. An agent skill from revfactory/harness-100.
Deployment Strategies is an agent skill from revfactory/harness-100. 배포 전략 카탈로그. Blue-Green/Canary/Rolling/A-B Test/Shadow 배포 전략별 장단점, 구현 패턴, 롤백 절차, 헬스체크 설계, DORA 메트릭을 제공하는 pipeline-designer 확장 스킬. '배포 전략', 'Blue-Green', 'Canary', 'Rolling', '롤백', '무중단 배포', 'DORA 메트릭' 등 배포 파이프라인 설계 시 사용한다. 단, 실제 인프라 구성이나 모니터링 도구 설정은 이 스킬의 범위가 아니다.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud, covering Deployment and A/B testing. The licence is Apache-2.0.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 8e8d35c. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are yaml and json).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Deployment Strategies loads about 1.1k tokens when it runs. Until then it costs about 71 tokens; SKILL.md has 422 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from revfactory/harness-100 at commit 8e8d35c, republished under its Apache-2.0 licence (© revfactory). 422 words, ~1,142 tokens.
.claude/skills/deployment-strategies/SKILL.md (or your agent's skills folder).pipeline-designer 에이전트가 배포 파이프라인 설계 시 활용하는 배포 전략, 롤백 절차, 헬스체크, DORA 메트릭 레퍼런스.
pipeline-designer — 이 스킬의 배포 전략과 롤백 패턴을 파이프라인 설계에 직접 적용한다.
| 전략 | 다운타임 | 위험도 | 인프라 비용 | 롤백 속도 | 적합 상황 |
|---|---|---|---|---|---|
| Rolling | 없음 | 중간 | 낮음 | 중간 | 일반 웹서비스 |
| Blue-Green | 없음 | 낮음 | 2배 | 즉각 | 미션 크리티컬 |
| Canary | 없음 | 매우 낮음 | 약간 추가 | 즉각 | 대규모 트래픽 |
| Recreate | 있음 | 높음 | 없음 | 느림 | 개발/스테이징 |
| A/B Test | 없음 | 낮음 | 약간 추가 | 즉각 | 기능 실험 |
| Shadow | 없음 | 없음 | 2배 | 불필요 | 성능/호환성 검증 |
서버 풀: [v1] [v1] [v1] [v1]
단계 1: [v2] [v1] [v1] [v1] -- 1대 교체
단계 2: [v2] [v2] [v1] [v1] -- 2대 교체
단계 3: [v2] [v2] [v2] [v1] -- 3대 교체
단계 4: [v2] [v2] [v2] [v2] -- 완료설정 파라미터:
maxUnavailable: 동시에 내릴 수 있는 최대 수 (1 또는 25%)maxSurge: 동시에 추가할 수 있는 최대 수 (1 또는 25%)Kubernetes 예시:
strategy:
type: RollingUpdate
rollingUpdate:
maxUnavailable: 1
maxSurge: 1장점: 추가 인프라 최소, 점진적 교체 단점: v1+v2 공존 기간 발생 (호환성 필요)
Blue (현재): [v1] [v1] [v1] ← 트래픽 100%
Green (대기): [v2] [v2] [v2] ← 트래픽 0%
전환:
Blue: [v1] [v1] [v1] ← 트래픽 0% (대기/제거)
Green: [v2] [v2] [v2] ← 트래픽 100%절차:
롤백: 로드밸런서를 Blue로 재전환 (수초 이내)
단계 1: [v1 x 95%] [v2 x 5%] -- 5% 트래픽으로 시작
단계 2: [v1 x 80%] [v2 x 20%] -- 메트릭 정상 시 확대
단계 3: [v1 x 50%] [v2 x 50%] -- 추가 확대
단계 4: [v2 x 100%] -- 전체 전환단계별 검증 기준:
| 단계 | 트래픽 | 대기 시간 | 검증 |
|---|---|---|---|
| 1 | 5% | 10~30분 | 에러율, 레이턴시 |
| 2 | 20% | 30~60분 | 비즈니스 메트릭 추가 |
| 3 | 50% | 1~2시간 | 전체 메트릭 |
| 4 | 100% | - | 완료 |
자동 롤백 조건:
| 유형 | 검증 대상 | 엔드포인트 | 주기 |
|---|---|---|---|
| Liveness | 프로세스 생존 | /healthz | 10초 |
| Readiness | 트래픽 수신 가능 | /readyz | 5초 |
| Startup | 초기화 완료 | /healthz | 1초 (최대 300초) |
{
"status": "healthy",
"version": "2.1.0",
"uptime": 86400,
"checks": {
"database": { "status": "healthy", "latency": "2ms" },
"redis": { "status": "healthy", "latency": "1ms" },
"external_api": { "status": "degraded", "latency": "500ms" }
}
}livenessProbe:
httpGet:
path: /healthz
port: 8080
initialDelaySeconds: 15
periodSeconds: 10
failureThreshold: 3
readinessProbe:
httpGet:
path: /readyz
port: 8080
initialDelaySeconds: 5
periodSeconds: 5
failureThreshold: 3| 지표 | 임계값 | 대기 시간 |
|---|---|---|
| HTTP 5xx 비율 | > 5% | 2분 연속 |
| 레이턴시 p99 | > 3초 | 5분 연속 |
| Pod 재시작 | > 3회 | 10분 이내 |
| 메모리/CPU | > 90% | 5분 연속 |
1. 트리거 감지 → 자동 알림 (Slack/PagerDuty)
2. 이전 버전으로 즉시 전환
- Blue-Green: 로드밸런서 전환
- Canary: 카나리 트래픽 0%로
- Rolling: kubectl rollout undo
3. 근본 원인 분석 (RCA)
4. 수정 후 재배포| 메트릭 | 설명 | Elite | High | Medium | Low |
|---|---|---|---|---|---|
| 배포 빈도 | 프로덕션 배포 주기 | 수시 (일 다회) | 일~주 1회 | 월 1회 | 월 1회 미만 |
| 리드 타임 | 커밋→배포 시간 | < 1시간 | 1일~1주 | 1주~1개월 | 1개월+ |
| 변경 실패율 | 배포 후 장애 비율 | < 5% | 6~15% | 16~30% | > 30% |
| 복구 시간 | 장애→복구 시간 | < 1시간 | < 1일 | 1일~1주 | 1주+ |
배포 빈도 = 프로덕션 배포 이벤트 카운트 / 기간
리드 타임 = 프로덕션 배포 시간 - 첫 커밋 시간
변경 실패율 = 롤백 배포 수 / 전체 배포 수 x 100
복구 시간 = 인시던트 해결 시간 - 인시던트 발생 시간| 브랜치 전략 | 배포 흐름 | 적합 |
|---|---|---|
| Trunk-Based | main → 스테이징 → 프로덕션 | 소규모 팀, 빈번한 배포 |
| GitHub Flow | feature → PR → main → 프로덕션 | 중규모 팀, CI/CD 성숙 |
| GitFlow | feature → develop → release → main | 대규모, 릴리스 주기 고정 |
feature/* → PR → 프리뷰 환경 (ephemeral)
main → 자동 → 스테이징 (자동 테스트)
main + tag → 수동 승인 → 프로덕션
hotfix/* → 긴급 → 프로덕션 (승인 간소화)© revfactory, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in ko/20-cicd-pipeline/.claude/skills/deployment-strategies of revfactory/harness-100.
Open the folder on GitHubat commit 8e8d35c
Deployment Strategies next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Deployment Strategies this skillrevfactory/harness-100 | 1.3k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Experiment Verification Monitoringhashgraph-online/awesome-codex-plugins | 1.3k | — | ~771 | Automated safety check: Pass | MIT | |
| Model Serving KubernetesBagelHole/DevOps-Security-Agent-Skills | 1.1k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Senior Data Scientistborghei/Claude-Skills | 886 | — | ~1.7k | Automated safety check: Pass | MIT | |
| A B Test Config Creatorjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~563 | Automated safety check: Pass | MIT | |
| Kubeshark Installerkubeshark/kubeshark | 12k | — | ~3.6k | Automated safety check: Notes | Apache-2.0 |
hashgraph-online/awesome-codex-plugins
Verify and monitor running experiments for operational quality.
BagelHole/DevOps-Security-Agent-Skills
Deploy ML models on Kubernetes with KServe (formerly KFServing) and NVIDIA Triton Inference Server.
borghei/Claude-Skills
A skill your agent uses when the user asks to "design an experiment", "build a predictive model", "run A/B test analysis", "perform causal inference", "engineer features", "evaluate model…
jeremylongshore/tons-of-skills-marketplace
Create a b test config creator operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.
kubeshark/kubeshark
Installs and configures Kubeshark on a Kubernetes cluster, choosing between the quick CLI path and a Helm install with custom values.
GreptimeTeam/greptimedb
Packages a locally built GreptimeDB debug binary into a development-only Docker image for local-cluster testing, with an optional push to a dev registry.
revfactory/harness-100
A skill for analyzing website anti-bot defense mechanisms and developing legitimate evasion strategies.
revfactory/harness-100
Reference for designing how an API reports failures: structured error codes, response shapes, client-friendly messages, an error catalog and retry or fallback advice.
revfactory/harness-100
Walks a backend-dev agent through OWASP API Top 10 checks, authentication and authorization patterns, and defense code during API design.
revfactory/harness-100
Methodology for systematically designing and generating CLI tool argument parser structures.
revfactory/harness-100
Audience segmentation skill used by the analyst and curator agents.
revfactory/harness-100
Audio storytelling skill used by the podcast scriptwriter and show note editor.
Categories
배포 전략 카탈로그. An agent skill from revfactory/harness-100. Deployment Strategies is an agent skill from revfactory/harness-100. 배포 전략 카탈로그.
Deployment Strategies fits situations like: tasks that involve Deployment; tasks that involve A/B testing.
Run `npx skills add revfactory/harness-100 --skill deployment-strategies -a claude-code`. Or copy the skill folder (ko/20-cicd-pipeline/.claude/skills/deployment-strategies in revfactory/harness-100) into .claude/skills/deployment-strategies in your project. Claude Code loads it when a task matches its description.
Run `npx skills add revfactory/harness-100 --skill deployment-strategies -a codex`. Or copy the skill folder (ko/20-cicd-pipeline/.claude/skills/deployment-strategies in revfactory/harness-100) into .agents/skills/deployment-strategies in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add revfactory/harness-100 --skill deployment-strategies -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/deployment-strategies, .gemini/skills/deployment-strategies, .github/skills/deployment-strategies and .opencode/skills/deployment-strategies in your project.
SKILL.md names no scripts, command-line tools or credentials: Deployment Strategies is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Deployment Strategies is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.1k tokens (SKILL.md is roughly 4.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Deployment Strategies: Experiment Verification Monitoring (hashgraph-online/awesome-codex-plugins, 1.3k stars), Model Serving Kubernetes (BagelHole/DevOps-Security-Agent-Skills, 1.1k stars), Senior Data Scientist (borghei/Claude-Skills, 886 stars) and A B Test Config Creator (jeremylongshore/tons-of-skills-marketplace, 2.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
revfactory (a GitHub user) maintains it in revfactory/harness-100, which has 1,295 GitHub stars. The repository holds 464 skills in this directory. The repository was last updated on March 22, 2026.
Source: revfactory/harness-100 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.