Local Registries for Dynamic Agents

Persist recipes for dynamically created agents so their callable tasks survive process restarts.

Concept

• Store symbolic recipes in parent agent state (primer, capabilities, task signatures).
• Reconstruct agents cross-process using Namespaced state and allowlists.

Flow

1. Task carries parent fingerprint + local agent ID.
2. Resolve parent from global registry; load state.
3. Rebuild dynamic agent from recipe; register needed dataclasses.
4. Execute task with the reconstructed agent.

Benefits

• Durable dogfood pattern; unlimited nesting.
• Works across restarts and distributed deployments.
• Preserves security via symbolic capability references.

Considerations

• Stable IDs, garbage collection, schema migration.
• No raw object leakage; enforce allowlisted reconstruction.

Related issue: Issue #4