Tag: dpo-training

Type: All Skills Tools
Tags: mcp automation llm cli code-review unity typescript genomics game-development bioinformatics debugging documentation cloudbase ai-agents agentic-workflow devops llm-agent workflow-automation encode code-analysis
tool

Agent Safety Gates and Failure Pattern Prevention

ThumbGate implements pre-action gates for AI agents, capturing structured thumbs-up/down feedback on tool usage. It automatically generates prevention rules from repeated failures, blocking known-bad patterns before execution via the MCP Pr…

IgorGanapolsky/mcp-memory-gateway agent-safety llm-agents prevention-rules feedback-loop
skill

Dual-write skill for capturing user feedback

This skill captures user feedback via a dual-write mechanism, storing data both in Amp's native MCP memory for immediate recall and in ThumbGate for cross-platform analytics and DPO training pairs.

IgorGanapolsky/mcp-memory-gateway feedback-capture dpo-training memory-gateway analytics
tool

Agent Action Feedback and Prevention Gates

ThumbGate captures agent performance feedback (up/down) and uses adaptive mechanisms to generate hard prevention rules. These rules are enforced via PreToolUse hooks, preventing the agent from executing known-bad actions before they occur.

IgorGanapolsky/mcp-memory-gateway agent-guardrails feedback-capture prevention-rules dpo-training