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Add pre-action gates to stop AI agents repeating known mistakes.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "ThumbGate" MCP server from askskill: Run: claude mcp add 'io-github-igorganapolsky-thumbgate' -- npx -y thumbgate
Validate AI agent outputs with deterministic checks, independent review, and tamper-evident receipts.
Force factual investigation before edits or commands to improve output quality.
Add offline, deterministic pre-action safety gates with signed verdicts for AI agents.
Route thousands of LLM requests through one fast API with built-in guardrails.
Govern AI agent spending, deduplicate requests, and settle usage with x402.
Add an open-source human review layer to AI agent workflows.