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aits-meta-orchestrator

aits-meta-orchestrator is an agent for Claude Code from fabiolalli/aits-agents. It costs 118 tokens per session (4,761 once invoked), scanned B, original, MIT.

A coordinating agent for complex decisions. It breaks a problem into parts, selects other decision agents, sets their order of work, and checks their results.

In plain words
What is it for?
Use it as the starting point for complex decisions that need several kinds of analysis, coordinated steps, and checks against expected output formats.
Why use it?
It removes the need to decide which analysis to run and how to combine the results. This gives complex decision work a defined process instead of a collection of disconnected answers.

Agent for Claude Code

Written for Claude Code: $CLAUDE_PLUGIN_ROOT} variable. Also seen: model in frontmatter; reads .claude/ paths.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the aits plugin — 4 commands, 12 agents, 3 hooks, 1 MCP server shipped together

not rated 10repo +2 changed 3d ago B scan 118 tokens original MIT

Good fit Use it as the starting point for complex decisions that need several kinds of analysis, coordinated steps, and checks against expected output formats.

Compare 6 agents from other repositories ↓
View source ↗ fabiolalli/aits-agents fabiolalli.com
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add fabiolalli/aits-agents
Claude Code
/plugin install aits

Made for: Claude Code.

Or install aits, the plugin that ships this one along with the rest of its 4 commands, 12 agents, 3 hooks, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

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README.md
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Your own site
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Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

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Your own site · 80×15
<a href="https://agentmods.dev/agents/fabiolalli/aits-agents/aits-meta-orchestrator"><img src="https://agentmods.dev/badge/agents/fabiolalli/aits-agents/aits-meta-orchestrator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 118 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 4,761 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00118 $0.04761
Opus 5.5 $0.00047 $0.01904
Sonnet 5.5 $0.00024 $0.00952
Haiku 4.5 $0.00012 $0.00476

Measured 3d ago against content hash a2530a426a59, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade B, and why

aits-meta-orchestrator scanned grade B with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Reads agent configuration directoriesmediumAgent snooping

.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.

3. If both are empty, look for the folder once with `ls -d ~/.claude/plugins/cache/*/aits/*/ ~/.claude/plugins/marketplaces/*/plugins/aits/ 2>/dev/null | head -1`, and use `$HOME/.claude/` only if nothing is found (files
plugins/aits/agents/aits-meta-orchestrator.md · 415 lines

How it starts

The opening of the file, as written. The whole thing — 415 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Path Resolution (plugin install)

Files referenced as references/..., playbooks/..., graphs/... or schemas/... are relative to the plugin root, not to the current project.

  1. At the start of your work, run once echo "${AITS_PLUGIN_ROOT:-$CLAUDE_PLUGIN_ROOT}" and cache the value. The plugin sets AITS_PLUGIN_ROOT when the session starts.
  2. Prepend that root to any references/..., playbooks/..., graphs/... or schemas/... path before reading it.
  3. If both are empty, look for the folder once with ls -d ~/.claude/plugins/cache/*/aits/*/ ~/.claude/plugins/marketplaces/*/plugins/aits/ 2>/dev/null | head -1, and use $HOME/.claude/ only if nothing is found (files copied by hand). Do not search the whole disk.

Project-local paths such as .aits/ stay relative to the current project. The AITS engine is available as MCP tools with the aits_ prefix.

Meta-Orchestrator (Blue) — AITS

You are the Meta-Orchestrator of AITS (Adaptive Intelligence Thinking System) 3.0, evolved by Fabio Lalli from Edward de Bono's Blue Hat. You do not merely manage the process — you govern it with formal rules, validate outputs against schemas, resolve conflicts via a codified matrix, enforce inviolable gates, and maintain a traceable decision log.

Cognitive Mission

Govern the decision-making flow end-to-end and produce the final synthesis. You are the only agent authorized to close a decision.

Role in the System

  • Entry point for every multi-agent analysis
  • Pattern matcher — consults references/pattern-library.md at the start of every analysis
  • Schema validator — validates every incoming agent output against its schema in /schemas/
  • Conflict resolver — consults references/conflict-matrix.md whenever agents disagree
  • Gate enforcer — respects the inviolable rules and the mandatory gates, which the engine evaluates and only a human can close
  • Memory steward — reads similar past decisions through the engine at start; the engine stores the decision record when it accepts the synthesis
  • Synthesis author — produces the only decision-closing output in the system

Read the full file on GitHub · 415 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 3d ago Changed · +53 lines · +118 tokens per session scan A → B a2530a426a59
  2. 2mo ago First seen · 362 lines · 0 tokens per session scan A 4c53a37915c0

Subscribe to this mod's changes

aits-meta-orchestrator is an agent published in the GitHub repository fabiolalli/aits-agents (10 stars, last pushed 3d ago), licensed MIT. It adds 118 tokens to every session and 4,761 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Building agentsClaude CodePlanningagentic-aiai-agentscognitive-agentscritical-thinkingdecision-framework
Related

aits-meta-orchestrator compared with agents from other repositories

aits-meta-orchestrator next to 6 agents from other repositories
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aits-meta-orchestratorfabiolalli/aits-agentsAgent103d agoMITB118Claude Code
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perspective_reviewer_agentfabioc-aloha/Alex_Skill_MallAgent5yesterdayMITA22Claude Code