Knowledge citation

Skill khanhhuyenngo985-sys/character-scene-design-skills/skills/knowledge-citation

通用角色与场景设计技能包：角色资产、身高比例锁、三视图一致性、服装状态、道具锚点、场景动线与 AI 图像/视频提示词流程

Install

npx -y skills add khanhhuyenngo985-sys/character-scene-design-skills --skill knowledge-citation

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What its author says it does

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Use when generating any response that involves creative work, filmmaking, advertising, or knowledge-based queries. Checks if knowledge base was properly cited.

SKILL.md

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Knowledge Citation Skill

Overview

强制知识库引用检查机制。确保 Agent 回答前尝试引用知识库，并在回答中显式声明引用情况。

When to Use

每个 Agent 回答前必须调用此 skill：

涉及创作方向讨论
涉及分镜/脚本/视觉设计
涉及行业知识引用
任何需要专业知识支撑的回答

Citation Flow

1. 理解问题 → 判断是否需要知识库
2. 搜索相关知识库文件
3. 如有相关内容 → 显式引用后回答
4. 如无相关内容 → 标记"⚠️ 未引用知识库"后回答

Citation Format

有相关内容时

回答开头必须包含：

已引用知识库：
- /path/to/file1.md
  → 具体引用内容（如适用）
- /path/to/file2.md
  → 具体引用内容

[正式回答...]

无相关内容时

回答开头必须包含：

⚠️ 未引用知识库（知识库无相关内容 / 本次回答基于通用经验）

[正式回答...]

File Validation

引用声明后，验证文件是否存在：

from pathlib import Path

def validate_citations(cited_files: list) -> dict:
    invalid = []
    for f in cited_files:
        if not Path(f).expanduser().exists():
            invalid.append(f)
    return {"valid": len(invalid) == 0, "invalid_files": invalid}

Citation Logging

每次对话的引用情况记录到：

/tmp/knowledge-evolution/citation-log.jsonl

{"timestamp":"2026-03-31T14:00","agent":"director","scene":"complex","citation":["/path/to/file.md"],"kb_content_found":true,"status":"valid"}

Scene Types

场景类型	定义	示例	引用要求
简单场景	方向讨论、概念咨询	"这个广告方向怎么样"	引用文件即可
复杂场景	分镜设计、脚本写作	"设计这个场景的分镜"	引用具体观点

Quick Reference

状态	含义	后续动作
✅ 引用有效	文件存在、内容相关	正常输出
⚠️ 引用存疑	文件路径错误或内容不相关	修正后输出
⚠️ 未引用	无引用声明	标记后输出

Citation Block Pattern

响应中必须包含以下标记之一：

引用声明开头：

已引用知识库：

未引用声明开头：

⚠️ 未引用知识库

如果响应中没有这两个标记之一，说明引用检查未执行。

此 skill 由知识进化系统自动晋升机制驱动