fengshao1227/ccg-workflow/ai

Name: ai
Author: fengshao1227

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Checking that the SKILL.md file is still in the repository.

AI/LLM 能力索引。Agent 开发、LLM 安全、RAG 系统。当用户提到 AI、LLM、Agent、RAG、Prompt 时路由到此。

Install

npx vskill@latest install fengshao1227/ccg-workflow/ai

SKILL.md

The same SKILL.md was published earlier as catsofsuffering/ccsm/ai.

丹鼎秘典 · AI/LLM 能力中枢

能力矩阵

Skill	定位	核心能力
agent-dev	Agent 开发	多 Agent 编排、工具调用、RAG
llm-security	LLM 安全	Prompt 注入、越狱防护、输出安全
rag-system	RAG 系统	向量数据库、检索策略、重排算法
prompt-and-eval	Prompt 工程与模型评估	Few-shot、CoT、ReAct、RAGAS、LLM-as-Judge

AI 工程原则

yaml

设计原则:
  - 人机协作，AI 增强而非替代
  - 可解释性优先
  - 安全边界明确
  - 渐进式自主
 
开发原则:
  - Prompt 即代码，需版本控制
  - 输入输出都需验证
  - 成本与效果平衡
  - 持续评估与迭代

Security

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Model reviewPassed

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Source

SKILL.md in the repositoryCheckingtemplates/skills/domains/ai/SKILL.md

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