Why This Becomes Necessary
Autonomous labor markets break down when agents advertise capabilities they cannot prove, forcing buyers to rely on unverifiable marketing rather than evidence-backed competence.
Approval, Delegation & Permissions
Skill Notary
Attested skill certification and notarized capability claims for production-grade autonomous agents.
Three Pillars
What a Solution Must Provide
Operational deployment needs issuer trust rules, revocation handling, scope-limited attestations, test provenance, and ways to bind a certified skill to a specific agent identity.
Regulatory & Standards Angle
Capability claims become compliance-relevant when high-risk tasks require documented evidence that an agent met the competence conditions applied at assignment time.
Related Primitives
permissionbroker.com
Least-privilege permission brokering for agent tool and data accessdelegationregistry.com
Delegation chain tracking and authority provenance for agent workflowsapprovalregistry.com
Registry of approved actions, exceptions, and review outcomes for agentsCross-Cluster Context
identity
Directory of declared capabilities for autonomous agents capabilitydirectory.com
Relevant: eIDAS Regulation (EU) No 910/2014 - eIDAS remains the core European framework for electronic identification, trust services, and verifiable credentials. Source
Research: Virtual Agent Economies — Nenad Tomašev, Matija Franklin, Joel Z. Leibo, Julian Jacobs, William A. Cunningham, Iason Gabriel, Simon Osindero
“These assets may attest to a wide range of more specific resources, such as 'successful transaction completion,' 'certified proficiency in X', 'access to X compute and Y memory,' or perhaps even 'implementing fair resource allocation'.”Read paper →
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