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nvkAI agent knowledge base compilation and research framework
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This project provides LLM-compiled knowledge bases, enabling AI agents to conduct parallel research, compile wikis, and generate artifacts. It targets AI researchers and power users seeking structured, queryable knowledge from diverse sources, offering automated thesis-driven investigation and artifact generation.
How It Works
The system employs a hub-and-spoke architecture where a central ~/wiki/ directory acts as a registry (wikis.json) for isolated topic sub-wikis. Each topic wiki maintains its own index, articles, and raw sources. Research is conducted via parallel agents (5 standard, 8 deep, 10 "retardmax" for aggressive ingestion), which ingest sources (URLs, files, text) into a topic's inbox/ and raw/ directories. Compiled articles are synthesized with cross-references and confidence scores. Queries can be performed at varying depths (quick, standard, deep), and artifacts like reports or slides can be generated. Key design principles include isolated topic wikis, dual-linking (Obsidian [[wikilinks]] and standard Markdown), immutable raw sources, and a structural guardian for integrity checks.
Quick Start & Requirements
Installation options include:
claude plugin install wiki@llm-wiki.agents/plugins/marketplace.json).AGENTS.md into your agent's project root.The project emphasizes zero dependencies when run with Claude Code.
Highlighted Details
.obsidian/ configuration, allowing it to be opened as an independent Obsidian vault for graph visualization and backlinking.[[wikilinks]] and standard Markdown links, ensuring compatibility across Obsidian, Claude Code, and any text editor.Maintenance & Community
The project is actively developed, with recent updates focusing on parallel research, Codex packaging, testing infrastructure, and project-aware linting. Community links such as Discord/Slack are not explicitly mentioned in the README.
Licensing & Compatibility
The software is released under the MIT License, which permits commercial use, modification, distribution, and sublicense, provided the original copyright and license notices are included.
Limitations & Caveats
While the AGENTS.md file offers portability, the core functionality is deeply integrated with Claude Code. Performance scaling beyond approximately 100 articles may require alternative local search engines like tobi/qmd. The "retardmax" mode prioritizes speed and breadth over immediate accuracy, requiring subsequent linting or refinement.
15 hours ago
Inactive