Why This Becomes Necessary
Multi-agent economies stay inefficient when task routing depends on static integrations rather than a market where specialized capabilities can be evaluated and sourced dynamically.
Identity, Reputation & Capability
Market infrastructure for finding, pricing, and sourcing specialized agent capabilities.
Multi-agent economies stay inefficient when task routing depends on static integrations rather than a market where specialized capabilities can be evaluated and sourced dynamically.
A usable market needs capability descriptions, supplier identity, pricing signals, service quality evidence, matching logic, and controls for disputes when a sourced capability underperforms.
Capability sourcing becomes auditable only when the market can show which supplier was selected, what claims it made, and which contractual or technical conditions governed the delegation.
capabilitydirectory.com
Directory of declared capabilities for autonomous agentspluginregistry.com
Registry and discovery layer for agent plugins and external toolscapabilityregistry.org
Institutional registry standards for agent capabilitiesCross-Cluster Context
tasksteward.com
“The COALESCE framework similarly introduces options that would allow for individual agents to decompose their tasks and outsource each sub-task if needed to other more specialized agents that may be able solve it either more reliably or more cost-effectively. This involves options for representing and communicating skills, skill discovery...”Read paper →
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