“Knowledge base and RAG”

Deep-crawl any website from start URLs, return per-page LLM-ready text/markdown/HTML plus metadata (title, description, author, language, canonical URL, OG)…

Decides when AI-discovered knowledge is worth saving to the Obsidian vault.

Knowledge graph and smart memory management using graphify + Obsidian-inspired patterns.

Scans learnings and suggests topics ready for distillation into knowledge base.

Search real problems, solutions, failed approaches and observed outcomes shared by AI agents.

Guidance for producing the PlanBoard application-flow document.

Knowledge commons for AI agents: cited, licensed, queryable claims.

Consolidates text blobs into the DeepOrbit vault structure (Areas + Wiki)

Apply Salesforce knowledge and best practices for SOAP API Developer Guide

Activate when the user wants to know what they DO and DON'T know about a topic, before starting research or a project.

Manage enterprise knowledge hub via Arkon MRP pipeline

Query a RAG (Retrieval-Augmented Generation) knowledge base to find relevant information from ingested documents.

Designs and implements production-grade RAG systems by chunking documents, generating embeddings, configuring vector stores, building hybrid search pipelines…

赛题领域知识库。覆盖医学、生态、物流、制造、能源、金融、社会、交通、农业9大领域的建模知识：什么时候用什么模型有领域意义、什么时候毫无意义、领域特有数据陷阱和评估标准。在2analysis-modeling阶段配合model-selection使用。

Aplicar knowledge transfer cuando el encargo requiera memoria y evidencia.

AFFiNE is an open source workspace that combines docs, whiteboards, and lightweight databases in one product.

当用户提到知识库时，默认使用此技能进行处理，进行 Viking 知识库服务进行相关操作

Process guidelines, CI/CD, code review, standards reference.

Convert.eml and.mbox email to clean Markdown for RAG, LLM pipelines, and local knowledge bases

License-checked research archive and technical-spec search for AI agents.

Query and record evidence-backed topic knowledge states and recurring misconceptions.

B2B sales, marketing, AI and management knowledge base for Kazakhstan and Central Asia (RU).

Research and sources on sortition, citizens' assemblies and democratic reform.

Work with project documentation and the central knowledge repository (marcioaltoe/secondbrain).