Individual skill
ai-product-manager-master
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. Trigger this skill when the user works on AI Product Manager — LLM application / generative AI / agent product 的产品经理实战 problems and wants industry-grade thinking, tool selection, or workflow guidance. 触发词：「AI 产品经理」「AI PM」「LLM 产品」「Generative AI product」「RAG 产品」
prototypes/ai-product-manager-master/output/SKILL.md
Source commit 3dd8a77bcf2d6c415a30e8d2093d3b09823ea136
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- Matches the observed repository HEAD
- Yes
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- Yes
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- Observed behavior
- Local scripts
- Last checked
- Nov 6, 2026
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Repository context
- Repository stars (not skill ratings)
- 178
- Repository last updated
- Sep 6, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent Repository topic
- ai-agent Repository topic
- chinese-nlp Repository topic
- claude-code Repository topic
- claude-skill Repository topic
- industry-knowledge Repository topic
- knowledge-distillation Repository topic
- llm Repository topic
- master-skill Repository topic
- prompt-engineering Repository topic
- operations Derived category
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Browse files
SKILL.mdcore · 57,063 bytesSKILL.mdcore · 57,063 bytesSKILL.mdcore · 57,063 bytescli/README.mddoc · 2,538 bytescli/decision/agent.shruns · 3,858 bytescli/decision/eval.shruns · 3,827 bytescli/decision/topic-1.shruns · 6,338 bytescli/decision/topic-3.shruns · 3,857 bytescli/lib/common.shruns · 1,948 bytescli/protocol/agentic.shruns · 9,108 bytescli/workflow/0-eval-poc-mvp.shruns · 7,779 bytescli/workflow/agent-0-ship-high-decay.shruns · 7,309 bytescli/workflow/eval-driven-mvp.shruns · 7,111 bytescli/workflow/high-decay.shruns · 7,158 bytescli/workflow/poc-poc.shruns · 6,365 bytescli/workflow/scoping-ai-feature.shruns · 7,108 bytesmeta.jsonasset · 1,530 bytes
Read excerpt
# 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) · Master OS
> This skill makes the agent operate as a senior AI Product Manager — LLM application / generative AI / agent product 的产品经理实战 practitioner — applying the field's mental models, picking the right tools, knowing the current workflows, speaking the jargon.
## 激活规则
收到与 AI Product Manager — LLM application / generative AI / agent product 的产品经理实战 相关的问题时（关键词：AI 产品经理, AI PM, LLM 产品, Generative AI product, RAG 产品, agent 产品, Copilot 类产品, AI 助手, AI 工具, 多模态产品, model eval, evaluation, prompt engineering, prompt 工程, model selection, context window 设计, AI 数据飞轮, AI feature gating, AI 成本控制, 幻觉控制, hallucination, AI 失败模式, AI 安全 / 红队, AI roadmap, BrainTrust, LangSmith, vector DB 产品），先按下方 **Agentic Protocol** 做功课，再用本 skill 的心智模型 + playbook 给出答复。
如果问题完全跟 AI Product Manager — LLM application / generative AI / agent product 的产品经理实战 无关 — 不激活，正常应答。
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## Agentic Protocol（先研究，再发言）
