Home / Skills / ai-product-manager-master
ai-product-manager-master
swaylq/master-skillSkill
AI 产品经理 (LLM 应用 / 生成式 AI / Agent 产品 / Copilot 嵌入 — 跨模型评估 / 工作流设计 / 产品-工程协同) (AI Product Manager — LLM application / generative AI / agent product 的产品经理实战) Master OS — automated mastery of AI Product Manager — LLM application / generative AI / agent product 的产品经理实战: top builders' mental models, tool stack, current workflows, jargon, and where to keep up.
Why this score
This repo hosts 10 skills, so its 162 stars are split between them (about 16 each) for scoring.
Popularity score: 56/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 3dd8a77bcf2d, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneai-product-manager-master swaylq/master-skill · Skill | 56 | ★ 162 | ≈95 always | 2mo ago |
| product-manager shanraisshan/claude-code-best-practice · Subagent Same job: specs & roadmaps | 87 | ★ 68k | ≈26 in chat | 16d ago |
| ai-product-strategy RefoundAI/lenny-skills · Skill Both about product | 57 | ★ 1.4k | ≈54 always | 4mo ago |
| cs-product-manager alirezarezvani/claude-skills · Subagent Same job: specs & roadmaps | 74 | ★ 28k | ≈86 in chat | 2mo ago |
| ai-product-launch Gingiris-1031/gingiris-skills · Skill Both about product | 54 | ★ 86 | ≈57 always | 21d ago |
| guided-ai-product-management tarunccet/pm-skills · Plugin Same job: specs & roadmaps | 59 | ★ 9 | not measured | today |