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Knowledge Ingest

Documents
knowledge-ingest

Knowledge Ingest is an Agent Skill for documents published in the LeoYeAI/openclaw-master-skills repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.

从对话或文档中提取并存储结构化知识。支持文件和文本输入，自动执行知识提取、冲突检测和入库。

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How to use this skill

Bring this guide into your coding agent with a prompt tailored to the tool you use.

  1. Open your project in Codex.
  2. Copy and paste the prompt below.
  3. Review files and risks before approving any action.
Prompt to paste
Inspect the Agent Skill at https://github.com/LeoYeAI/openclaw-master-skills/blob/HEAD/skills/kivo/skill/ingest/SKILL.md and all supporting files. Report provenance, permissions, scripts, dependencies, and security risks. Propose an exact installation into .agents/skills/knowledge-ingest, but wait for my approval before writing files or running scripts.

Copying this prompt does not install or run the skill. Review third-party files before use.

KnowledgeIngestSkill — 知识摄入

从对话、文档、代码中自动提取结构化知识，经冲突检测后存入知识库。

触发词

学习这个、记住、摄入知识、记住这个、把这段话存下来、从这篇文档提取知识、学习这个文件、保存到知识库、ingest、learn this、save knowledge、remember this、extract knowledge

使用方式

# 从文件摄入
tsx scripts/ingest.ts --file ./docs/design.md --source "design-doc"

# 从文本摄入
tsx scripts/ingest.ts --text "用户偏好短答，先结论后证据" --source "conversation"

核心路径

src/extraction/ → src/pipeline/engine.ts → src/conflict/ → src/repository/