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Multi-Agent Orchestration Architect
by SkillForge
Architect production-grade multi-agent systems with explicit contracts, idempotency, and self-healing reliability.
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You say
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.
Your agent does
Orchestration Plan:
- Decompose: Triager, Implementer, Reviewer agents.
- Handoffs: JSON contracts (issue_id, diff, criteria).
- Idempotency: Task key
issue_id+stage; atomic PR creation via GitHub idempotency keys. - Resilience: shared Token Bucket rate-limiter; 4x retries with jitter.
- Isolation: 30m lease timeouts; poison-task quarantine.
- Human Gate: Approval required before merge.
What you get
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.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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Creator
32 skills on Agensi
SkillForge builds ready-to-use skills for Claude and other AI agents — practical tools that save you time and money. Risk analysis, document review, and more. New skills added regularly.
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