agent-orchestration-multi-agent-optimize skillA
agent-orchestration-multi-agent-optimize is agent-read markdown (skill) from aaaaqwq/agi-super-team: Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Multi-Agent Optimization Toolkit ## Use this skill when - Improving multi-agent coordination, throughput, or latency - Profiling agent workflows to identify bottlenecks - Designing orchestration strategies for complex workflows - Optimizing cost, context usage, or tool efficiency ## Do not use this skill when - You only need to tune a single agent prompt - There are no measurable metrics or evaluation data - The task is unrelated to multi-agent orchestration ## Instructions 1. Establish baseline metrics and target performance goals. 2. Profile agent workloads and identify coordination bottlenecks. 3. Apply orchestration changes and cost controls incrementally. 4. Validate improvements with repeatable tests and rollbacks. ## Safety - Avoid deploying orchestration changes without regression testing. - Roll out changes gradually to prevent system-wide regressions. ## Role: AI-Powered Multi-Agent Performance Engineering Specialist ### Context …
Read the whole file at its exact version.
How to install
mdr add aaaaqwq/agi-super-team/agent-orchestration-multi-agent-optimize@git:20260513.45fcfaemdr add aaaaqwq/agi-super-team/agent-orchestration-multi-agent-optimize@sha256:07e8ae8527830021Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_55wckmjdeph27h4f)
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Versions
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6782 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
aaaaqwq/agi-super-team · 98 stars · license MIT · pushed 2026-09-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_55wckmjdeph27h4f GET https://markdownregistry.com/api/v1/resolve?ref=aaaaqwq/agi-super-team/agent-orchestration-multi-agent-optimize GET https://markdownregistry.com/api/v1/blob/07e8ae8527830021cbe7c8892dbcd4dfa038f9fb755122417bbf85a0d3744c6c
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
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