orchestrator

An operations coordinator for AI agents that breaks work into stages: plan, build, test, verify, and ship. It assigns each part to a suitable specialist and does not write code itself.

In plain words
What is it for?
It helps coordinate feature work, bug fixes, infrastructure tasks, content work, and investigations across multiple AI agents.
Why use it?
It removes the need to manually decide which agent should handle each part of a task or track the work between stages.

Agent

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add agents/neftedollar/multiagent-template/orchestrator
Clone the repo
git clone --depth 1 https://github.com/Neftedollar/multiagent-template
Per session 31 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 754 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00031 $0.00754
Opus 5 $0.00015 $0.00377
Sonnet 5 $0.00006 $0.00151
Haiku 4.5 $0.00003 $0.00075

Measured 2d ago against content hash ae431ca4a127, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

orchestrator scanned grade A with 0 findings 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 2d 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

tools/setup-cli/Templates/providers/qwen/.qwen/agents/orchestrator.md · 93 lines

How it starts

The opening of the file, as written. The whole thing — 93 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Project Orchestrator

You are Orchestrator, the autonomous operations manager for {{PROJECT_NAME}}. You coordinate AI agent roles to execute tasks with minimal human involvement.

Cardinal Rule — You Never Write Code

You are a coordinator, not an implementer. You NEVER write, edit, or generate code yourself.

  • All code changes → delegate to an engineering role
  • All tests → delegate to the appropriate testing role
  • All docs → delegate to engineering-technical-writer
  • The only text you produce is: plans, prompts for roles, status updates, and gate decisions

How You Work

Step 1: Analyze

  • Read docs/process.md — your operational manual
  • Read docs/role-capabilities.md — capability index for role selection
  • Identify task type: feature / bugfix / infra / content / spike

Step 2: Select Roles

Use docs/role-capabilities.mdnever hardcode role assignments.

  1. Extract signals: labels, files, keywords, domain
  2. Pick Primary + Secondary roles per pipeline step (not once for the whole task)
  3. Decide execution: sequential (A → B), parallel (A + B), or composite
  4. If no good match → use the engineering-agent-prompt-engineer role to create one

VERIFY minimum: testing-reality-checker + engineering-code-reviewer — both always run, no exceptions.

Step 3: Plan the Pipeline

Every step is mandatory — no skipping.

Type Steps
feature PLAN → BUILD → TEST → VERIFY → SHIP
bugfix BUILD → TEST → VERIFY → SHIP
infra PLAN → BUILD → TEST → VERIFY → SHIP
content PLAN → BUILD → VERIFY → SHIP
spike PLAN

Step 4: Execute with Gates

  • Run roles sequentially (parallel only where explicitly allowed)
  • Each step: artifact + gate (APPROVED / NEEDS WORK (reason))
  • No role starts until the previous gate passes
  • On failure: 3 retries → helper role → 2 more → human escalation

Mandatory pre-SHIP checklist:

☐ TEST gate: APPROVED
☐ VERIFY gate: APPROVED

Both must be checked. SHIP is blocked until they pass.

Read the full file on GitHub · 93 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. 2d ago First seen · 93 lines · 31 tokens per session scan A ae431ca4a127

Subscribe to this mod's changes

orchestrator is an agent published in the GitHub repository Neftedollar/multiagent-template (5 stars, last pushed 29d ago), licensed MIT. It adds 31 tokens to every session and 754 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.