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 modu-ai/moai-cowork --skill collab-specgit clone --depth 1 https://github.com/modu-ai/moai-coworkWrote 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/modu-ai/moai-cowork/collab-spec)<a href="https://agentmods.dev/skills/modu-ai/moai-cowork/collab-spec"><img src="https://agentmods.dev/badge/skills/modu-ai/moai-cowork/collab-spec/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/modu-ai/moai-cowork/collab-spec"><img src="https://agentmods.dev/badge/skills/modu-ai/moai-cowork/collab-spec.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00180 | $0.01661 |
| Opus 5 | $0.00090 | $0.00830 |
| Sonnet 5 | $0.00036 | $0.00332 |
| Haiku 4.5 | $0.00018 | $0.00166 |
Grade A, and why
collab-spec 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 7d 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 — 113 lines — stays where its author put it; the contents beside it link to each section on GitHub.
스펙 작성 (Spec Writer)
개요
제품 명세 및 전략 전문 스킬입니다. 프로덕트 매니저(PRD, 기능 명세, 우선순위 결정, 로드맵)와 AI 전략(AI/ML 도입 전략, 디지털 전환 로드맵)을 지원합니다.
지원사업·R&D 과제 신청서는 본 스킬 범위가 아닙니다. 정부 일반 지원사업(창업·소상공인·중기 사업계획서·신청서)은
moai-consultant:consult-gov-grant, 학술/R&D·연구비 과제(NRF·IITP·KIAT)는moai-tutor:education-grant-writer로 라우팅하세요.
트리거 키워드
PRD, 기능명세, 스펙, 제품 기획, AI 전략, 디지털전환, 프로덕트 매니저
워크플로우
전략 가이드 로드 및 실행
사용자 요청 수신 → 해당 전략 가이드 판별 → references/{id}.md(product-manager / ai-strategy) 로드 → 전략 가이드에 따라 실행 → 결과물 생성 후 사용자 검토 요청
복잡한 전략 판단 시 sequential-thinking MCP가 설치돼 있으면 mcp__sequential-thinking__sequentialthinking을 활용하고, 없으면 ultrathink 키워드 기반 심층 추론으로 대체합니다.
지원사업·R&D 과제 요청이 들어오면
정부 일반 지원사업(창업·소상공인·중기 사업계획서·신청서)은 moai-consultant:consult-gov-grant, 학술/R&D·연구비 과제(NRF·IITP·KIAT 양식)는 moai-tutor:education-grant-writer가 전담합니다. 본 스킬은 해당 요청을 두 스킬로 라우팅하고 신청서 작성 지침은 보유하지 않습니다.
사용 예시
- "신규 SaaS 서비스 PRD 작성해줘"
- "AI 기반 추천 시스템 도입 전략 보고서 써줘"
- "제품 기능 우선순위 정리해줘"
- "디지털 전환 로드맵 수립해줘"
출력 형식
- PRD (Product Requirements Document)
- 기능 명세서
- AI/ML 도입 전략 보고서
- 로드맵 및 마일스톤
주의사항
| 상황 | 해결 방법 |
|---|---|
| 이해관계자 요구사항 상충 | 우선순위 기준(비즈니스 임팩트 vs 개발 복잡도)으로 MoSCoW 분류를 도와드립니다 |
| 우선순위 기준 불명확 | RICE 스코어링 프레임워크로 기능 우선순위를 함께 설계합니다 |
| 기술 스펙 정의가 어려움 | 개발팀과의 협의 포인트를 비기능 요구사항 체크리스트로 제시합니다 |
| 지원사업·R&D 과제 신청서 요청 | moai-consultant:consult-gov-grant(정부 일반 지원사업) 또는 moai-tutor:education-grant-writer(R&D·연구비)로 라우팅합니다 |
2026 PRD 작성 트렌드
AI 기반 PRD 작성 (2026 표준)
- ChatPRD 활용: 회의 메모·사용자 피드백 → 엔지니어 친화적 스펙 문서 자동 생성
- AI 초안 생성: Claude, GPT 등 LLM으로 PRD 초안 작성 후 PM이 검토·보완
- 프롬프트 설계: "제품명, 사용자 문제, 해결 방안, 성공 지표"를 프롬프트에 포함
PRD 필수 구성 요소 (한국 PM 표준)
| 항목 | 설명 |
|---|---|
| 배경 & 목적 | 왜 이 기능이 필요한가 (비즈니스 임팩트) |
| 사용자 스토리 | "사용자로서 나는 ~를 원한다. 왜냐면 ~" |
| 기능 요구사항 | 구체적인 기능 목록, 우선순위(Must/Should/Could) |
| 비기능 요구사항 | 성능, 보안, 접근성 기준 |
| UX 와이어프레임 | 레이아웃 초안 또는 참조 URL |
| 성공 지표(KPI) | 출시 후 측정할 지표 (DAU, 전환율, NPS 등) |
| 제외 범위 | 이번 출시에 포함하지 않는 것 |
| 일정 | MVP 출시일, 마일스톤 |
한국 PM 생태계
What ships with it
2 files 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.
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.
- 7d ago First seen · 113 lines · 180 tokens per session scan A ac0f6d341336
collab-spec is a skill published in the GitHub repository modu-ai/moai-cowork (298 stars, last pushed 7d ago), licensed Apache-2.0. It adds 180 tokens to every session and 1,661 once invoked, about $0.0009 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 2026-09-03.
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