Multi-Agent Orchestration Architect
Architect production-grade multi-agent systems with explicit contracts, idempotency, and self-healing reliability.
- Coordinate a swarm of agents with explicit handoff contracts and state tracking.
- Prevent duplicate actions in agent workflows using atomic idempotency keys.
- Implement rate-limiting and circuit breakers for high-volume LLM API usage.
$19
· or 95 creditsSecure checkout via Stripe
Included in download
- Coordinate a swarm of agents with explicit handoff contracts and state tracking.
- Prevent duplicate actions in agent workflows using atomic idempotency keys.
Sample input
Design a system where one agent triages GitHub issues, another writes the fix, and a third reviews it. It needs to handle 50 issues at once without hitting rate limits or double-fixing issues.
Sample output
Orchestration Plan: 1. Decompose: Triager, Implementer, Reviewer agents. 2. Handoffs: JSON contracts (issue_id, diff, criteria). 3. Idempotency: Task key `issue_id+stage`; atomic PR creation via GitHub idempotency keys. 4. Resilience: shared Token Bucket rate-limiter; 4x retries with jitter. 5. Isolation: 30m lease timeouts; poison-task quarantine. 6. Human Gate: Approval required before merge.
Multi-Agent Orchestration Architect
Architect production-grade multi-agent systems with explicit contracts, idempotency, and self-healing reliability.
$19
· or 95 creditsSecure checkout via Stripe
Included in download
- Coordinate a swarm of agents with explicit handoff contracts and state tracking.
- Prevent duplicate actions in agent workflows using atomic idempotency keys.
- Instant install
Sample input
Design a system where one agent triages GitHub issues, another writes the fix, and a third reviews it. It needs to handle 50 issues at once without hitting rate limits or double-fixing issues.
Sample output
Orchestration Plan: 1. Decompose: Triager, Implementer, Reviewer agents. 2. Handoffs: JSON contracts (issue_id, diff, criteria). 3. Idempotency: Task key `issue_id+stage`; atomic PR creation via GitHub idempotency keys. 4. Resilience: shared Token Bucket rate-limiter; 4x retries with jitter. 5. Isolation: 30m lease timeouts; poison-task quarantine. 6. Human Gate: Approval required before merge.
About This Skill
Reliable Distributed Intelligence
Building multi-agent systems often results in classic distributed systems failures: race conditions, rate-limit storms, and "zombie" tasks that hang indefinitely. This skill transforms your AI agent into a senior systems engineer capable of architecting production-grade agentic workflows that don't fall apart under load.
What it does
The Orchestration Architect designs the skeleton of your multi-agent fleet. It moves beyond simple "chaining" to create robust orchestration plans featuring:
- Explicit Handoff Contracts: Rigorous input/output schemas that stop "vibes-based" communication between agents.
- Atomic Idempotency: Strategies to ensure retries never result in duplicate actions (like opening two PRs or double-charging a user).
- Resilience Patterns: Built-in exponential backoff, circuit breakers, and dead-letter queues to handle API failures gracefully.
- Self-Healing: Timeout-based leases and supervisors that detect and requeue stuck work.
Why use this skill?
Prompting an AI to "run agents in parallel" usually ignores state management and error handling. This skill enforces a "Design-First" approach, producing a comprehensive Orchestration Plan before a single line of code is written. It ensures your system is observable via correlation IDs and safe via human-in-the-loop escalation gates for irreversible actions.
Supported Patterns
Expertly handles both Coordinator (centralized management) and Choreography (event-driven) patterns, right-sizing the infrastructure to your specific task volume and complexity.
Use Cases
- Coordinate a swarm of agents with explicit handoff contracts and state tracking.
- Prevent duplicate actions in agent workflows using atomic idempotency keys.
- Implement rate-limiting and circuit breakers for high-volume LLM API usage.
- Design self-healing agent fleets that recover from timeouts and crashed workers.
- Establish observability with correlation IDs across complex agentic traces.
How to Install
mkdir -p ~/.claude/skills && curl -sL https://www.agensi.io/api/install/multi-agent-orchestration-architect -o /tmp/multi-agent-orchestration-architect.zip && unzip -o /tmp/multi-agent-orchestration-architect.zip -d ~/.claude/skills && rm /tmp/multi-agent-orchestration-architect.zipFree skills install directly. Paid skills require purchase - use the download button above after buying.
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