v0.11.0

Added

• Agent efficacy push: Memory introspection, selective forgetting, relationship-memory automation, and task operating state are now first-class parts of the shared pipeline.
• Introspection-driven execution: Task-oriented turns now begin from introspected runtime truth, can compose specialists from a clean slate, and preserve executed state across normalization retries.
• MCP release-grade management: Shared /api/mcp/servers management surface aligned across dashboard and CLI.
• Skill and subagent utilization telemetry: Usage count and last-used signals exposed for skills and subagents.
• Release vetting automation: Added scripts/run-v0110-vetting.sh and docs/testing/v0110-vetting-matrix.md to lock in the v0.11.0 regression contract.

Changed

• Delegation and composition flow: Empty-roster specialist requests now progress into composition and delegation instead of collapsing into narrated intent or centralization.
• Task-path truthfulness: Filesystem/runtime blockers now surface as real blockers instead of canned fallback prose.
• Prompt and planner behavior: Introspection is now treated as the first operational step for task work and feeds a shared task operating state/action planner.
• Release documentation: Active docs, architecture notes, roadmap entries, and release gates now reflect shipped v0.11.0 behavior.

Fixed

• Pipeline trace drift: Legacy databases missing pipeline_traces.session_id and related fields are repaired on boot.
• Prompt Performance persistence: Routing weights and context budget now persist and rehydrate correctly.
• Dashboard regressions: Repaired session archive, raw TOML editing, Observability nav, semantic memory navigation, roster skill drill-down, workspace symmetry, and related operator-surface gaps.
• Analysis/recommendation soak failures: Live deep-analysis surfaces validated against a stronger provider path during soak.