Apr 6, 2026·1 min read

LLM Wiki Memory Upgrade Prompt

One-click prompt to upgrade your AI agent memory system to Karpathy LLM Wiki pattern. Send to Claude Code / Cursor / Windsurf — auto audits, compiles fragments, resolves contradictions, builds structured wiki.

Anonymous
Anonymous · Community
Agent ready

Review-first install path

This asset needs a review step. The copied prompt tells the agent to dry-run, show the writes, then proceed only after confirmation.

Needs Confirmation · 64/100Policy: confirm
Agent surface
Any MCP/CLI agent
Kind
Knowledge
Install
Single
Trust
Trust: Community
Entrypoint
llm-wiki-upgrade-prompt.md
Review-first command
npx -y tokrepo@latest install f6d1f761-8d95-452b-9951-711a7cab05b0 --target codex

Dry-run first, confirm the writes, then run this command.

One-click prompt to upgrade your AI agent memory system to Karpathy LLM Wiki pattern. Send to Claude Code / Cursor / Windsurf — auto audits, compiles fragments, resolves contradictions, builds structured wiki.

Discussion

Sign in to join the discussion.
No comments yet. Be the first to share your thoughts.

Related Assets

SwarmVault — Local-First LLM Wiki + Graph

SwarmVault turns docs/code/transcripts into a durable Markdown wiki plus a local knowledge graph for agents, with a 30-second `quickstart` CLI path.

CLI Tools
AI Open Source

Beads — Memory Upgrade Layer for Coding Agents

Beads adds persistent, structured memory for coding agents via a dependency-aware graph and a CLI, keeping long-horizon tasks on track across runs.

SkillsCLI Tools
Script Depot

Ogham MCP — Shared Persistent Agent Memory

Ogham MCP provides persistent, searchable shared memory for AI coding agents across clients, with a CLI wizard (`ogham init`) and stdio/SSE transports.

Knowledge
MCP Hub

WeKnora — Open Source LLM Knowledge Platform by Tencent

An open-source knowledge management platform by Tencent that transforms raw documents into a queryable RAG system, autonomous reasoning agent, and self-maintaining wiki.

Scripts
Script Depot
◈Home🔍Search👤Me