loop-guard

A lightweight, framework-agnostic loop detection library for LLM agents. Detects repeated tool calls, identical inputs, unchanged outputs, and stalled execution before they become infinite loops. Returns actionable recovery suggestions and integrates into any Node.js AI agent with just two function calls.

A project-agnostic multi-agent collaboration protocol for the DeepSeek Harness: loop guards that stop runaway agent loops, a six-field handoff format, risk-tiered review routing, and a fixed verify→commit→push→review→close sequence. One skill instead of the same rules copy-pasted into every agent's instructions.

Detect & break thinking-chain loops in DSH agents at the turn boundary (no proxy). Ported from ollama-loop-guard.

Boost LLM reliability with dynamic sampling, retry logic, and a lightweight Go‑based proxy.

Hermes Agent plugin: LSP semantic code navigation tool (definitions/references/hover/symbols/diagnostics), fail-closed bubblewrap sandbox tool, and advisory loop-guard. Ported from DeepSeek Harness architecture. AI-agent-native, zero core changes.

DeepSeek Harness runtime guard for tool-call and assistant-output loops