The single entry skill for building agents that build — the meta layer above any one agent app. It locates the task on the lifecycle × concern map (plan → compose → orchestrate → loop → audit → economize → evolve) and delegates to one of 14 specialist spokes. The cross-cutting decision every spoke turns on — eval-first execution with a default-deny autonomy boundary — lives in ai-agents-meta-core; read it before wiring an autonomous loop, granting tools, or routing by model cost.
AI Agents Meta Orchestrator is a community-contributed Claude Code skill in the workflow-orchestration sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/ai-agents-meta-orchestrator/ and loads when your prompt matches the skill's trigger.
When to invoke it: USE WHEN a user is designing, building, operating, or hardening an LLM-agent system but hasn't named the specific concern.
The AI Agents Meta Orchestrator Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 161,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
mkdir -p ~/.claude/skills/ai-agents-meta-orchestrator curl -L https://claudskills.com/skills/ai-agents-meta-orchestrator/SKILL.md \ -o ~/.claude/skills/ai-agents-meta-orchestrator/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/ai-agents-meta-orchestrator/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/ai-agents-meta-orchestrator/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\ai-agents-meta-orchestrator\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
SKILL.md from the source repository to ~/.claude/skills/ai-agents-meta-orchestrator/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. AI Agents Meta Orchestrator is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.If you reference this skill in a blog post, paper, or documentation, you can cite it as:
@misc{ai-agents-meta-orchestrator-2026,
author = {Sheshiyer},
title = {AI Agents Meta Orchestrator [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/ai-agents-meta-orchestrator/}
}Grade A · scanned 2026-07-27 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
Browse all Engineering skills in the ClaudSkills registry, or explore these other picks from the same category:
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SKILL.md files, not affiliated with, endorsed by, or sponsored by Anthropic.