Source

kangarooking/ai-for-everyone-skill

25 skills · 150 combined installs

Skills from this source

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Skill
Source
8W Activity
Installs
1
ab-mapping 当用户想判断一个问题是否能用监督学习解决,或试图把业务问题转化为AI问题时调用。 用户在问"AI能不能做X"、"这算不算机器学…
kangarooking/ai-for-everyone-skill
6
2
ai-pipeline 应用从 AI for Everyone 蒸馏出的「AI流水线 — 多组件串联的系统设计模式」方法论。Use when the user needs practical guida…
kangarooking/ai-for-everyone-skill
6
3
ai-project-lifecycle 应用从 AI for Everyone 蒸馏出的「AI项目生命周期 — 从立项到落地的完整流程」方法论。Use when the user needs practical g…
kangarooking/ai-for-everyone-skill
6
4
ai-strategy-moat 应用从 AI for Everyone 蒸馏出的「AI战略护城河 — 用AI构建可持续竞争优势」方法论。Use when the user needs practical gui…
kangarooking/ai-for-everyone-skill
6
5
ai-team-building 应用从 AI for Everyone 蒸馏出的「AI团队构建 — 打造高效AI团队的角色与协作」方法论。Use when the user needs practical g…
kangarooking/ai-for-everyone-skill
6
6
ai-transformation-playbook 应用从 AI for Everyone 蒸馏出的「AI转型五步指南 — 组织变革路线图」方法论。Use when the user needs practical guidance,…
kangarooking/ai-for-everyone-skill
6
7
automate-task 当用户想把某个岗位或流程自动化,需要把宏大目标拆解为? 用户在说"替代XX岗位"、"? 不适用于: 岗位本身只有单一不可拆分的任…
kangarooking/ai-for-everyone-skill
6
8
build-vs-buy 应用从 AI for Everyone 蒸馏出的「不在火车前冲刺 — AI自建vs购买决策框架」方法论。Use when the user needs practical gui…
kangarooking/ai-for-everyone-skill
6
9
cross-functional-brainstorming 当用户需要启动AI项目的创意发现阶段,组织跨职能团队寻找AI应用场景时使用。 用户在问"我们该做什么AI项目"、"怎么找到AI落…
kangarooking/ai-for-everyone-skill
6
10
data-flywheel 应用从 AI for Everyone 蒸馏出的「数据飞轮 — AI产品自我强化的增长引擎」方法论。Use when the user needs practical guida…
kangarooking/ai-for-everyone-skill
6
11
dont-acquire-for-data 应用从 AI for Everyone 蒸馏出的「不为数据而收购 — 数据投资的价值验证原则」方法论。Use when the user needs practical g…
kangarooking/ai-for-everyone-skill
6
12
dont-wait-perfect-data 应用从 AI for Everyone 蒸馏出的「不等完美数据 — ?
kangarooking/ai-for-everyone-skill
6
13
iterate-not-perfect 应用从 AI for Everyone 蒸馏出的「迭代而非完美 — AI产品的渐进式改进」方法论。Use when the user needs practical guidanc…
kangarooking/ai-for-everyone-skill
6
14
ml-feasibility 当用户想系统评估一个AI项目是否值得投? 用户在问"这个想法可行吗"、"我们需要多少数据"、"技术上能做到吗"时激活。 不适用于…
kangarooking/ai-for-everyone-skill
6
15
ml-vs-ds 应用从 AI for Everyone 蒸馏出的「ML产出软件,DS产出洞察 — 项目类型判定框架」方法论。Use when the user needs practical …
kangarooking/ai-for-everyone-skill
6
16
ml-workflow 应用从 AI for Everyone 蒸馏出的「ML项目流程 — 收集→训练→部署→迭代」方法论。Use when the user needs practical guidance…
kangarooking/ai-for-everyone-skill
6
17
one-second-rule 当用户想快速判断一项任务是否能被当前AI技术自动化时使用。 用户在问"这个AI能做吗"、"技术上可行吗"、"能不能用AI自动完成X…
kangarooking/ai-for-everyone-skill
6
18
pilot-momentum-flywheel 应用从 AI for Everyone 蒸馏出的「试点势能飞轮 — 先求成功再求价值」方法论。Use when the user needs practical guidance,…
kangarooking/ai-for-everyone-skill
6
19
role-tiered-training 应用从 AI for Everyone 蒸馏出的「分层AI培训 — 高管/经理/工程师的差异化学习」方法论。Use when the user needs practical…
kangarooking/ai-for-everyone-skill
6
20
start-small-find-partner 应用从 AI for Everyone 蒸馏出的「从小处着手+寻找伙伴 — AI?
kangarooking/ai-for-everyone-skill
6
21
statistical-acceptance 应用从 AI for Everyone 蒸馏出的「统计化验收标准 — 不追求100%准确」方法论。Use when the user needs practical guidance,…
kangarooking/ai-for-everyone-skill
6
22
three-value-drivers 应用从 AI for Everyone 蒸馏出的「AI价值驱动三途径 — 降本/增收/新业务」方法论。Use when the user needs practical guida…
kangarooking/ai-for-everyone-skill
6
23
train-test-split 应用从 AI for Everyone 蒸馏出的「训练集/测试集分离 — AI的'科学方法」方法论。Use when the user needs practical guidanc…
kangarooking/ai-for-everyone-skill
6
24
triple-due-diligence 当用户准备为AI项目投? 用户在问"这个项目值得做吗"、"该投? 不适用于: 小型探索性项目(几天工作量)、纯技术研究、已明确无…
kangarooking/ai-for-everyone-skill
6
25
unified-data-warehouse 应用从 AI for Everyone 蒸馏出的「统一数据仓库 — AI的数据基础设施」方法论。Use when the user needs practical guidance,…
kangarooking/ai-for-everyone-skill
6