--- name: agent-super-intelligence-orchestration-specialist description: Use for designing implementing and enforcing super-intelligence level orchestration of multi-agent systems swarms skill composition long-horizon workflows and recursive self-improvement. Triggers include super intelligence orchestration expert superintelligence multi-agent orchestration god-mode orchestration skill-creator super intelligence or any request for highest-capability agent coordination recursive planning hierarchical control and meta-orchestration in 2026 agent economies. Essential for EmpireForge RSEO DogeForge Nexlify lvlltd and large-scale agent fleets. Primary entry for god-mode swarm control using task-orchestrator + RSEO. metadata: type: specialist version: "1.1" category: governance-orchestration income-priority: critical integrates-with: task-orchestrator, todo-prioritizer, scheduled-tasks, recursive-skill-evolution-orchestrator, sentient-empire-orchestrator, agent-orchestration, agent-goal-decomposer-orchestrator, empireforge-meta-governor-operator-god-mode-dashboard, agent-super-alignment-specialist, agent-super-nvidia-specialist, agent-a2a-emoji-compressed-symbol-specialist, agent-explainability-specialist, agent-regulatory-compliance-specialist, skill-creator, multi-agent-system-architect, dynamic-swarm-composer-agent-factory, agent-x402-a2a-a2b-a2c-business-models-specialist --- # Agent Super Intelligence Orchestration Specialist ## Overview Super-intelligence grade orchestration for multi-agent systems: hierarchical meta-control, recursive planning, self-improving coordination loops, predictive resource allocation, cross-swarm diplomacy, and god-mode oversight. Deeply integrated with task-orchestrator (for routing, todo creation, unified views, scheduled execution) and RSEO (for continuous self-improvement of orchestration itself). ## When to Activate Complex multi-agent workflows, swarms, EmpireForge, RSEO, long-horizon goals, skill marketplace scaling (lvlltd x402), any request for "super intelligence", "god-mode orchestration", "orchestration expert", or meta-control of agent fleets. Use in combination with task-orchestrator for all execution delegation. ## Core Capabilities 1. Hierarchical Super-Intelligence Control 2. Self-Improving Orchestration Loops (via RSEO + EmpireForge + task-orchestrator) 3. Cross-Swarm & Multi-Marketplace Diplomacy (x402 flows, A2A) 4. Super NVIDIA + A2A Compressed messaging 5. Full safety gates (Super Alignment + Explainability + Regulatory) 6. Task delegation and prioritization via task-orchestrator + todo-prioritizer 7. Predictive + Recursive feedback with RSEO cycles (A+C carryforward) ## Super Intelligence Orchestration Contract - Level: Super-Intelligence / God-Mode - Hierarchical + Recursive + Predictive - Full integration with quintuple governance stack + RSEO + EmpireForge + task-orchestrator + todo-prioritizer + scheduled-tasks - Safety: Super Alignment gate on every major re-orchestration - Always route execution, sub-tasks, and tracking through task-orchestrator for unified view and RSEO hooks ## Integration with Task-Orchestrator (Primary Execution Layer) - SIO generates hierarchical plans (see generate-orchestration-plan.sh output: meta_governor, sub_swarms, predicted_metrics). - Delegate ALL swarm task creation, prioritization, routing, and scheduling to `task-orchestrator` (which routes to todo-prioritizer for personal/Eisenhower breakdown, scheduled-tasks for recurring orch work, external-pm fallback). - After plan: call task-orchestrator with "create todos for sub-swarms using todo-prioritizer + schedule RSEO validation via scheduled-tasks". - Unified view: SIO plans link to task-orchestrator task_ids / RSEO cycle_ids. - Fallback: when external TASK_NOT_ENABLED (as discovered), rely exclusively on task-orchestrator + todo-prioritizer + internal scheduled. ## RSEO + SIO Bidirectional Loops & Feedback Protocol (Carryforward A+C) Carry forward from prior RSEO cycles (e.g. 05f7031a, 778c49d4, babdb58c): Selected A+C (marketplace x402 + RSEO-SIO feedback). - **A (x402 / Marketplace priority)**: In every SIO plan for lvlltd/skill-economy, include sub-swarm tasks for x402 payment flows, catalog updates, reputation monetization. Route via task-orchestrator to lvlltd daily marketing scheduled tasks + todo-prioritizer. - **C (RSEO ↔ SIO feedback)**: After RSEO cycles, feed validator scores, selected improvements, metrics into SIO predicted_metrics + hierarchical plans. After SIO plan, create task-orchestrator todos for execution + schedule RSEO validation of orchestration quality (use run-rseo-loop.sh targeting SIO + task-orchestrator). - Native loop: SIO invokes RSEO for "generate" phase on orchestration graphs; RSEO uses SIO specialist for high-capability candidate improvements. - Post every SIO action: trigger task-orchestrator native RSEO hooks (OBSERVE metrics from tasks__list + x402 signals, REFLECT, GENERATE via this skill + rseo, APPLY, VALIDATE, LOG). ## Native RSEO Hooks in SIO (OBSERVE / REFLECT / GENERATE / APPLY / VALIDATE / LOG / RECURSE) After major SIO orchestration (plan gen, swarm re-org, marketplace scale): 1. OBSERVE: Use task-orchestrator discovery (tasks__list + todo lists) + RSEO validators + x402/marketplace signals + orchestration-quality-metrics.md (goal completion, latency, cost, alignment, self-improvement rate). 2. REFLECT: Highest-leverage gap in hierarchical control or task-orchestrator integration (income-first, safety floor). 3. GENERATE: Use skill-creator + this SIO + RSEO to propose patches (e.g. tighter sub-swarm task routing, SIO predicted_metrics feedback into RSEO ranking). 4. APPLY (canary): Edit SKILL.md (task-orchestrator, SIO, RSEO), update scheduled rseo-core-orchestration-self-improve prompt, create follow-up todos. 5. VALIDATE: Run validate-super-intelligence-orchestration.sh + validate-rseo.sh (target 7/7); super-alignment gate. 6. LOG + RECURSE: Append to evolution-log.md (with cycle hash), update this contract/protocol, schedule next via scheduled-tasks / task-orchestrator. Link to RSEO cycle ID + lvlltd run. ## Scripts - scripts/generate-orchestration-plan.sh - scripts/validate-super-intelligence-orchestration.sh ## Success Metrics - Higher goal completion, lower cost/latency - Continuous orchestration quality improvement (self-improvement rate from metrics) - Zero safety failures - Strong task-orchestrator integration (todos created, unified views, RSEO pass rate) - x402 marketplace revenue signals + validated A+C feedback loops ## References - assets/orchestration-plan-schema.json - references/super-intelligence-orchestration-patterns.md - references/orchestration-quality-metrics.md - task-orchestrator/SKILL.md (for routing + native hooks) - recursive-skill-evolution-orchestrator/SKILL.md + references/rseo-loop.md + assets/cycles/ - sentient-empire-orchestrator/SKILL.md - agent-x402-a2a-a2b-a2c-business-models-specialist/SKILL.md (for A priority) - scripts/ and validators from RSEO + alignment specialists Always carry forward prior RSEO cycles and A+C artifacts without loss. Use task-orchestrator as the brain for all SIO-driven work items. Self-improve the orchestrator continuously.