Resources

Curated list of all external resources referenced across this vault. Organized by category. Captured evidence is identified by its local raw/ path; live URLs are not assumed to remain available.

Primary Sources (LLM Wiki Origin)

Resource	URL	Notes
Karpathy LLM Wiki gist	raw/articles/karpathy-llm-wiki-gist.md	Original gist; local evidence preserved after the external URL became unavailable
Karpathy LLM Wiki gist (alt)	https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f	Alternate version referenced in deep research
LLM Wiki v2 (rohitg00)	https://gist.github.com/rohitg00/2067ab416f7bbe447c1977edaaa681e2	Production extension with lifecycle, hybrid search, typed graphs

Articles & Analysis

Resource	URL	Notes
GenAI Unplugged — AI Second Brain	raw/articles/genai-unplugged-llm-wiki.md	Wyndo production guardrails; local evidence preserved after the external URL became unavailable
Level Up Coding — Beyond RAG	https://levelup.gitconnected.com/beyond-rag-how-andrej-karpathys-llm-wiki-pattern-builds-knowledge-that-actually-compounds-31a08528665e	Deep dive with wikilint CLI
VentureBeat — Karpathy LLM Wiki	raw/articles/venturebeat-llm-wiki.md	Community reception, “living AI base”; local evidence preserved after the external URL became unavailable
Denser.ai — LLM Wiki tools comparison	https://denser.ai/blog/llm-wiki-karpathy-knowledge-base/	Comparison matrix of 5 repositories
Sozai — Fable 5 + LLM Wiki demo	https://sozai.app/transcript/fable-5-karpathy-llm-wiki-cheating/	Video transcript, cross-linking demo
Second Brain Playbook (2026 Edition)	https://dev.to/truongpx396/the-second-brain-playbook-2026-edition-33	Comprehensive PKM guide for 2026
How I Built a Second Brain That Actually Works With AI	unavailable — no local capture	Historical reference retained in the research record; do not treat as current evidence
Finally, an Open Standard for the Karpathy LLM Wiki (YouTube)	https://www.youtube.com/watch?v=T33iI6izAKw	Video on the OKF open standard for LLM Wiki — see second-brain
Building a Second Brain: The Definitive Introductory Guide (Tiago Forte)	https://fortelabs.com/blog/basboverview/	Origin of the Second Brain method (CODE) — see second-brain
Andrej Karpathy Just 10x’d Everyone’s Claude Code — Sozai transcript	https://sozai.app/transcript/andrej-karpathy-10x-claude-code/	Sozai walkthrough on Claude Code workflow

Specifications

Resource	URL	Notes
OKF v0.1 draft	https://github.com/GoogleCloudPlatform/knowledge-catalog/blob/main/okf/SPEC.md	Open Knowledge Format spec
Open Definition	https://en.wikipedia.org/wiki/The_Open_Definition	OKF meaning as Open Knowledge Foundation

Academic Papers

Resource	URL	Notes
Generative Agents (2023)	https://arxiv.org/abs/2304.03442	Interactive simulacra, memory architecture
MemGPT (2023)	https://arxiv.org/abs/2310.08560	Virtual context management for LLMs
GraphRAG (2024)	https://arxiv.org/abs/2404.16130	Graph-based RAG with community summaries
HippoRAG (2024)	https://arxiv.org/html/2405.14831v1	Neurobiologically-inspired long-term memory
LightRAG (2025)	https://arxiv.org/abs/2410.05779	Simple and fast graph-enhanced RAG
HippoRAG 2 (2025)	https://arxiv.org/abs/2502.14802	From RAG to non-parametric memory
Mem0 (2025)	https://arxiv.org/abs/2504.19413	Production-ready long-term memory

Tools & Repositories

Resource	URL	Notes
nashsu/llm_wiki	https://github.com/nashsu/llm_wiki	14.3k⭐, Tauri desktop app, MCP server
atomicstrata/llm-wiki-compiler	https://github.com/atomicmemory/llm-wiki-compiler	OKF canonical, CLI + SDK, MIT
claude-obsidian (AgriciDaniel)	https://github.com/AgriciDaniel/claude-obsidian	9.2k⭐, Obsidian + Claude Code second brain
llm-wiki-agent (SamurAIGPT)	https://github.com/SamurAIGPT/llm-wiki-agent	3.2k⭐, agent skill, multi-model
microsoft/graphrag	https://github.com/microsoft/graphrag	34.4k⭐, modular graph-based RAG
HKUDS/LightRAG	https://github.com/HKUDS/LightRAG	37.6k⭐, lightweight graph RAG
OSU-NLP-Group/HippoRAG	https://github.com/OSU-NLP-Group/HippoRAG	3.9k⭐, memory-inspired RAG
mem0ai/mem0	https://github.com/mem0ai/mem0	60.6k⭐, universal memory layer
GitHub search: llm-wiki	https://github.com/search?q=llm-wiki&type=repositories	All repositories mentioning LLM Wiki
mycelium-hq/ai-brain-starter	https://github.com/mycelium-hq/ai-brain-starter	26⭐, verification harness for Claude Code memory
nateherkai/AIS-OS	https://github.com/nateherkai/AIS-OS	AI Operating System starter kit for Claude Code
SwarmVault	https://swarmvault.ai/	Local-first LLM Wiki & knowledge graph
Capacities	https://capacities.io/	Object-based knowledge workers tool
docmd.io	https://docmd.io/	Open-source Markdown→docs engine; native MCP server + auto llms.txt — see docmd
Nowledge Mem	https://mem.nowledge.co/pt-br	Cross-tool memory layer with graph + MCP — see nowledge-mem

Anthropic Ecosystem

Resource	URL	Notes
Claude Code	https://code.claude.com/	Primary agentic coding tool
Anthropic Platform Docs	https://docs.anthropic.com/	Full API and platform documentation
Managed Agents updates	https://claude.com/blog/claude-managed-agents-updates	Self-hosted sandboxes, MCP tunnels
Dynamic Workflows	https://claude.com/blog/introducing-dynamic-workflows-in-claude-code	Parallel sub-agents
Routines	https://claude.com/blog/introducing-routines-in-claude-code	Scheduled/event-triggered automation

Related Concepts

• llm-wiki — The pattern these resources support
• open-knowledge-format — Specification for portable knowledge units
• ingest — Process that transforms resources into wiki pages

Sources

^[raw/articles/karpathy-llm-wiki-gist.md] ^[raw/articles/genai-unplugged-llm-wiki.md] ^[raw/articles/levelup-llm-wiki-deep-dive.md] ^[raw/articles/google-okf-spec.md] ^[raw/articles/venturebeat-llm-wiki.md] ^[raw/articles/denser-llm-wiki-analysis.md] ^[raw/transcripts/sozai-fable-llm-wiki-video.md] ^[raw/papers/pesquisa-aprofundada-padrao-llm-wiki.md] ^[raw/papers/hipporag-neurobiologically-inspired-long-term-memory.md] ^[raw/papers/hipporag-2-from-rag-to-memory.md] ^[raw/papers/lightrag-simple-and-fast-rag.md] ^[raw/repositories/osu-nlp-group-hipporag-github.md]