“Knowledge base and RAG”

Use when Codex needs to build or query a local RAG knowledge base for academic papers, literature matrices, public author guidelines, GB/T7714 rules, CSL…

Query the local RAG knowledge base using a python script.

管理本地 Markdown/Obsidian 知识库：素材入库、健康检查、增量索引、关键词与 semantic-lite 检索、逐字原文资料包、归档和 MCP 连接。用于搜索知识库、整理资料及为 Agent 准备可定位的引用。

Complete Open WebUI API integration for managing LLM models, chat completions, Ollama proxy operations, file uploads, knowledge bases (RAG), image generation…

Projektowanie, porządkowanie i utrzymanie bazy wiedzy czytanej przez agentów AI - warstwy L0-L4, metadane, szablony dokumentów, walidacja i automatyzacja.

通用知识库构建 & 查询工具。给定一个包含 PDF/Sphinx-HTML 的原始文档文件夹，批量转成可 grep 的 Markdown、抽符号倒排、生成 LLM 摘要 sidecar 和 manifest 聚合索引。Agent 进入陌生领域时先 `ls ~/.maxclaw/kb/` 看有无相关知识库，再按"L3…

Manage and query the user's local personal Agent knowledge base.

Tra cứu quy định, văn bản pháp lý, tiền lệ từ kho tài liệu nội bộ sử dụng RAG (Retrieval-Augmented Generation).

Analyze a Karpathy-pattern LLM wiki knowledge base and generate an interactive knowledge graph with entity extraction, implicit relationships, and topic…

Use when the user wants to ingest URLs or notes into the workspace knowledge base, update compiled wiki pages, file durable answers back into the wiki, or…

向量语义知识库 - 中文优化 RAG，支持增量同步和自动监控

Route one question or source event through a supplied knowledge catalog to validated source, owner, escalation, and follow-up skill references.

知识库查询引擎 - 支持合同审核、制度查询、合规检查。使用向量检索和重排序技术，精准定位相关知识片段。子 Agent 使用 qwen3.5-flash 模型，降低主 Agent 算力消耗。关键词：知识库、合同审核、制度查询、合规检查、向量检索、RAG

Manage project knowledge with qmd — captures learnings, decisions, and conventions

Searches the laboratory's git knowledge base and writes into it through a pull request on a claim.

Audit and repair an internal knowledge base — staleness, ownership gaps, orphans, duplication, and findability.

AI工作经验知识库管理。适用于用户明确要求'保存到Obsidian'、'记录这个'、'save this insight'、'memo this'、'capture this'等知识沉淀场景。将对话中的提示词、模式、问题修复、想法和效率优化保存到Obsidian知识库，并自动同步到GitHub。

在当前任务范围内列出、搜索和阅读 WeKnora、腾讯文档及乐享资料。用于引用资料、团队知识检索和基于已有文档完成工作。

Collects, structures and maintains a Project Knowledge Base (PKB.md) in Obsidian for a marketing agency.

Search DrSai knowledge bases (local files + remote RAGFlow) via the Gateway API, returning chunk-level evidence with scores.

TC 天策知识库入口。用户输入“/tc-knowledge”，或要求搜索 TC 通用方法、明确查询天策历史公开表达、检索或加工 dontbesilent/DBS 开源推文集、解释方法来源、接入飞书/Notion/本地文件夹、登记来源、提炼知识原子、导入用户主动授权的脱敏实验反馈、检查知识版本与冲突时使用。默认只返回核…

Use this skill when the user explicitly asks to map, document, or onboard into an existing Flutter/Dart codebase.

用于“获取 代码库 知识”的工程工作流。适用于代码库理解与工程规划相关的代码开发、测试、调试、集成与维护任务。

Offline knowledge cascade — query local content (web-cache, kiwix ZIM, mycortex) without internet.