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 mupengi-bot/mupengism --skill saas-decomposergit clone --depth 1 https://github.com/mupengi-bot/mupengismWrote 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/mupengi-bot/mupengism/saas-decomposer)<a href="https://agentmods.dev/skills/mupengi-bot/mupengism/saas-decomposer"><img src="https://agentmods.dev/badge/skills/mupengi-bot/mupengism/saas-decomposer/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/mupengi-bot/mupengism/saas-decomposer"><img src="https://agentmods.dev/badge/skills/mupengi-bot/mupengism/saas-decomposer.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 | $0.00098 | $0.02042 |
| Opus 5 | $0.00049 | $0.01021 |
| Sonnet 5 | $0.00020 | $0.00408 |
| Haiku 4.5 | $0.00010 | $0.00204 |
Grade A, and why
saas-decomposer 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 11d 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 — 226 lines — stays where its author put it; the contents beside it link to each section on GitHub.
saas-decomposer
SaaS → AIaaS 전환 분석 엔진
기존 SaaS 서비스를 분해하고, AI 에이전트 스킬로 대체 가능한 영역을 식별하여 내재화 로드맵을 수립합니다.
핵심 개념: SaaS → AIaaS 전환 분석
무펭이즘의 핵심 비전: "SaaS의 종말 → AIaaS"
- SaaS 시장 $200B가 통째로 뒤집힌다
- 소프트웨어를 파는 시대에서 AI 노동력을 설치하는 시대로
- 기존 SaaS의 기능을 분해하여 어떤 부분을 AI 에이전트 스킬로 대체할 수 있는지 분석
기능
1. SaaS 서비스 분해 (Decompose)
입력: SaaS 서비스 URL 또는 이름
프로세스:
web_fetch로 서비스 랜딩페이지/기능페이지 크롤링- 핵심 기능 목록 추출
- 각 기능을 원자적 태스크로 분해
- AI 대체 가능성 점수 (1-5) 부여
- 기존 무펭이 스킬로 커버 가능한 부분 매핑
출력 포맷:
## [서비스명] 분해 결과
### 기능 목록
- 기능A (AI 대체: ⭐⭐⭐⭐⭐) → 기존 스킬: copywriting
- 기능B (AI 대체: ⭐⭐⭐) → 신규 스킬 필요
- 기능C (AI 대체: ⭐) → 인프라 개발 필요
### AI 대체율: 70%
### 필요 신규 스킬: 3개
### 예상 개발 기간: 2주
2. 내재화 계획 (Internalize)
분해 결과를 바탕으로 개발 로드맵 생성:
- 스킬 개발 우선순위 (대체 효과 높은 것부터)
- 기존 스킬 재활용 매핑
- 신규 스킬 스펙 초안 자동 생성
- 비용 비교: SaaS 구독료 vs 자체 스킬 운영비
예시:
### 내재화 로드맵
#### Phase 1: Quick Wins (1주)
- [기존 스킬 활용] copywriting으로 이메일 템플릿 자동화
- [기존 스킬 활용] auto-reply로 고객 응답 자동화
#### Phase 2: 신규 스킬 개발 (2주)
- lead-scorer: 리드 스코어링 알고리즘
- campaign-optimizer: A/B 테스트 자동화
#### Phase 3: 인프라 (4주)
- 데이터 파이프라인 구축
- 실시간 동기화 시스템
### 비용 비교
- HubSpot Pro: $800/월 → 무펭이 스킬팩: $120/월 (85% 절감)
3. 경쟁 SaaS 비교 분석
같은 카테고리 SaaS 3-5개 동시 분해:
- 기능 교차 비교표
- AI 대체 가능 영역 오버랩 분석
- "우리 스킬팩으로 이 SaaS들을 몇 % 대체 가능한가" 산출
예시:
### 마케팅 SaaS 비교
| 기능 | HubSpot | Mailchimp | ActiveCampaign | 무펭이 대체 |
|------|---------|-----------|----------------|------------|
| 이메일 자동화 | ✅ | ✅ | ✅ | ⭐⭐⭐⭐⭐ auto-reply |
| 리드 스코어링 | ✅ | ❌ | ✅ | ⭐⭐⭐ (신규 스킬) |
| A/B 테스트 | ✅ | ✅ | ✅ | ⭐⭐⭐⭐ copywriting |
| CRM 통합 | ✅ | ⚠️ | ✅ | ⭐⭐ (인프라 필요) |
**종합 대체율**: 65%
4. 산업별 SaaS → AIaaS 전환 템플릿
미리 정의된 산업별 SaaS 분해 패턴:
마케팅
- SaaS: HubSpot, Mailchimp
- 무펭이 대체:
auto-reply+copywriting+mail+seo-content-planner
프로젝트 관리
- SaaS: Notion, Jira
- 무펭이 대체:
decision-log+daily-report+git-auto
고객 관리
- SaaS: Salesforce, Zendesk
- 무펭이 대체:
auto-reply+notification-hub+data-scraper
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.
- 11d ago First seen · 226 lines · 98 tokens per session scan A b65e90e858b9
saas-decomposer is a skill published in the GitHub repository mupengi-bot/mupengism (10 stars, last pushed 2mo ago), licensed MIT. It adds 98 tokens to every session and 2,042 once invoked, about $0.0005 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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