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Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.
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npx skills add https://github.com/yuchangxu1989-Openclaw/kivo --skill knowledge-ingestThe command stays on one line. Scroll horizontally to inspect it before copying.
Prefer a local copy? Download the files currently available to SkillsMP.
KIVO — Agent Knowledge Iteration Engine. A knowledge management system for AI agents that provides knowledge extraction, storage, search, conflict resolution, and iterative learning capabilities. Use when building agent systems that need persistent, evolving knowledge bases.
系统级 Skill：系统自动触发，非用户直接调用。为当前任务自动注入相关知识上下文。根据请求语义检索知识库，按注入策略格式化后注入 Agent 上下文窗口。
检索知识库并返回相关知识条目。支持语义搜索，按相关性排序，可指定 token 预算控制返回量。
Based on SOC occupation classification
Showing SKILL.md
| name | knowledge-ingest |
| description | 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。 |
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。
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
# 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"
src/extraction/ → src/pipeline/engine.ts → src/conflict/ → src/repository/