HumanMirror Outcome
fr.humanmirror/outcome
Verified AI-agent outcomes: secret scanning, JSON cleanup, dedupe, anomaly and schema checks.
Install surfaces
How HumanMirror Outcome runs, per the official MCP registry entry.
- streamable-http
https://humanmirror.fr/api/outcome/mcp/
Governed execution
How KLA gates calls to HumanMirror Outcome once it is connected.
A published policy defines which HumanMirror Outcome actions an agent may take and under what conditions. Each call passes through a policy gate at the tool-call boundary. Permitted actions execute, with the policy basis recorded. Flagged actions execute and are sampled for scheduled human review. High-stakes actions pause and route to a named reviewer on the Decision Desk. The call, the policy decision, and any approval are sealed as an evidence record.
KLA also governs the agents and model providers you already run. See integrations.