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rag-runtime-kernel
Persistent memory and deterministic state control for any LLM, in two tiers. Tier 1: a single markdown spec you paste into any chat — no install. Tier 2: a formally-verified Python runtime (676 tests, TLA+) that runs state off-LLM. LLM proposes, system decides, state persists.
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Python
agent-memorycrash-recoverydeterministicllmmcpragstate-machinetla-plustoken-efficiency
Quality signals
ActiveNo testsNo CIThin docsNo licenseNew
InstallMCPRun via uvx (Python)
Universal installANY TOOL
$ npx skillcity@latest arcadamarket/rag-runtime-kernelAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Or install manually
uvx rag-runtime-kernel
MCP Configuration
Add this to your claude_desktop_config.json
{
"mcpServers": {
"rag-runtime-kernel": {
"command": "uvx",
"args": [
"rag-runtime-kernel"
]
}
}
}Loading README…
Ask a simulated agent to run this skill. It loads the real SKILL.md and reasons over your task with NVIDIA.
rag-runtime-kernel — sandboxAI sandbox
Pick a quick prompt below or type your own — watch the agent execute this skill step by step.
guest@skillcity:~$Try a prompt