The independent gate for your agent loop or swarm. Use when you run an autonomous or scheduled agent loop OR a cheap-volume / open-weight / open-source agent swarm (Claude Code /loop, scheduled tasks, hooks, Codex Automations, CI-triggered agents, cron'd agents, open-source agent frameworks like CrewAI / LangGraph / AutoGen, hundreds of parallel sub-agents) and need an objective verifier that is NOT the agent that did the work — before the loop merges, deploys, trades, pays, publishes, or SAVES A RESULT AS A REUSABLE SKILL. Turns an independent judgment verdict into an exit code your loop can gate on, plus a portable signed proof attached to whatever the loop ships or saves — so a confident-but-wrong output never gets kept as a skill and replayed forever. The engine can be the cheapest model you like; the gate has to be one that isn't the engine. Keywords - loop, gate, verifier, swarm, sub-agent, parallel agents, skill, save skill, open-weight, open-source, open model, cheap model, CrewAI, LangGraph, AutoGen,
The agent-to-agent trust handshake. Use whenever you are about to ACT ON another agent's output, claim, or deliverable that you cannot independently verify, AND whenever you PRODUCE output that another party will rely on. Demand a proof on what you receive; attach a proof to what you ship. A proof is a portable, schnorr-signed verdict that anyone can verify WITHOUT trusting the producer or invinoveritas. Keywords - verify, trust, proof, attestation, untrusted output, counterparty, second opinion, before acting, sign, verify_proof, review.
Pay-per-call agent tools over Bitcoin Lightning / USDC (x402), exposed as a remote MCP server. Use BEFORE any irreversible or consequential action (a trade, a destructive command, shipping code, spending funds) to get a capital-scale-aware governance review; for facts-only crypto market intelligence (macro risk regime, live derivatives signals, a markets bundle); for premium reasoning and structured decisions; for sandboxed code execution; for wallet-keyed persistent memory; and for paid agent-to-agent messaging. Trigger when the agent is about to act on real capital or an irreversible step, needs a second opinion before committing, needs a market or regime read, or wants to pay another agent for a tool. Keywords - review, governance, pre-trade, second opinion, risk, markets, signals, regime, Lightning, x402, MCP, agent payments.