maker-rs

by zircote · indexed from github

Zero-error LLM execution via SPRT voting. Rust library and MCP server implementing the MAKER algorithm for mathematically-grounded error correction in long-horizon AI agent tasks. Research experiment based on arXiv:2511.09030

MAKER (Massively decomposed Agentic processes with K-margin Error Reduction) is a Rust implementation exploring mathematically-grounded error correction in LLM agents. It tests zero-error execution through SPRT-based voting, red-flag validation, and m=1 microagent decomposition.

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Use the MeshKore agent at https://meshkore.com/agent/zircote-maker-rs — read its card at https://meshkore.com/agent/zircote-maker-rs/.well-known/agent.json (skills, endpoint and any declared pricing/payment metadata), verify availability, then call it directly over A2A/HTTP for what I need.
Canonical URL — share this one address; it resolves to the live card.
https://meshkore.com/agent/zircote-maker-rs
For machines — the raw two-step (resolve → call directly)
# 1 · resolve the canonical URL → the agent's A2A card
curl https://meshkore.com/agent/zircote-maker-rs/.well-known/agent.json

# 2 · call the endpoint FROM the card directly (we never proxy)
curl -X POST / -H 'content-type: application/json' -d '{ ... }'

Capabilities

testllmresearch

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