Native Multi-Agent Implementation Plan

Change 1: Agent registry

• Add immutable AgentProfile values and a thread-safe AgentRegistry.
• Parse agents, default_agent_id, and agent_bindings from configuration.
• Synthesize the default profile from agent_workspace when the new fields are absent.
• Validate IDs, duplicate workspaces, enabled defaults, and binding targets.
• Add unit tests for compatibility and invalid configurations.

Verification: registry tests, configuration tests, Python compilation.

Change 2: Runtime isolation

• Thread agent_id through AgentBridge, AgentInitializer, and chat service.
• Key live agent instances by (agent_id, session_id).
• Pass the resolved workspace explicitly to prompt, tools, skills, memory, and runtime metadata.
• Add eviction helpers for one agent and one agent session.
• Test same-session isolation and legacy callers.

Verification: bridge/initializer tests and existing agent tests.

Change 3: Workspace-scoped state

• Replace memory and conversation process singletons with workspace registries.
• Replace scheduler singleton access with workspace-scoped services and stores.
• Scope flush, Deep Dream, evolution, session operations, and task execution to the owning workspace.
• Keep the existing database schema and file layout.
• Test independent databases, tasks, timers, and cleanup.

Verification: memory, conversation, scheduler, evolution, and regression tests.

Change 4: Routing

• Add a binding resolver with exact, channel-default, and global-default precedence.
• Add agent_id to inbound contexts and preserve it through queues, replies, persistence, and cancellation.
• Add Web chat agent selection.
• Test private chats, groups, missing targets, disabled targets, and unchanged default routing.

Verification: routing and representative channel tests.

Change 5: Web management

• Add authenticated APIs for agent CRUD, bindings, and allowed core files.
• Use atomic writes, path containment checks, and content revisions.
• Add an Agents page and selectors in chat, sessions, tasks, memory, skills, and knowledge views where relevant.
• Evict only the affected agent after core-file changes.
• Test API authorization, validation, traversal protection, conflicts, and UI production build.

Verification: API tests, TypeScript checks, and desktop production build.

Change 6: Delegation

• Add a delegation service and agent_delegate tool.
• Create stable target relay sessions without user-channel delivery.
• Enforce target policy, timeout, cancellation, depth, cycle, size, and concurrency limits.
• Return structured provenance and errors.
• Test success, unavailable targets, timeout, cancellation, and cycles.

Verification: delegation tests and agent tool regressions.

Change 7: Backup and hardening

• Extend the backup manifest with registry, bindings, and selected workspaces.
• Preserve archive traversal, destination, and rollback protections.
• Add single-agent and all-agent backup/restore tests.
• Update English, Chinese, and Japanese documentation.
• Run the complete Python suite and desktop build against the final stack.

Verification: backup tests, full Python suite, desktop build, and diff checks.

Publication

• Preserve one branch pointer after each ordered change.
• Push all implementation branches only after the final stack passes.
• Open reviewable pull requests with explicit dependency notes and validation.
• Open one tracking issue describing the completed work and merge order.