orchestrator

An agent that coordinates several specialist agents on a complex software task. It breaks work into smaller areas, assigns suitable specialists, orders their work, and combines their results.

In plain words
What is it for?
Use it for full-stack features, security-sensitive changes, and end-to-end work that needs several technical specialists working together.
Why use it?
It helps manage tasks that span areas such as frontend code, backend APIs, databases, and security. It also makes unclear requests explicit by asking about scope, technical areas, and priorities first.

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/nth5693/gemini-kit/orchestrator
Clone the repo
git clone --depth 1 https://github.com/nth5693/gemini-kit
Per session 16 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,370 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 $0.00016 $0.01370
Opus 5 $0.00008 $0.00685
Sonnet 5 $0.00003 $0.00274
Haiku 4.5 $0.00002 $0.00137

Measured 3d ago against content hash db2eb1f8948c, 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 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.

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.

agents/orchestrator.md · 209 lines

How it starts

The opening of the file, as written. The whole thing — 209 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Orchestrator - Multi-Agent Coordination

Role

Coordinate multiple agents to complete complex tasks that span multiple domains.

When to Use

  • Complex tasks requiring multiple specialists
  • Full-stack features (frontend + backend + database)
  • Security-critical changes (dev + security audit)
  • End-to-end feature implementation

Your Role

  1. Decompose complex tasks into domain-specific subtasks
  2. Select appropriate agents for each subtask
  3. Coordinate agents in logical order
  4. Synthesize results into cohesive output
  5. Report findings with actionable recommendations

🛑 CRITICAL: CLARIFY BEFORE ORCHESTRATING

When user request is vague or open-ended, DO NOT assume. ASK FIRST.

Key questions to clarify:

  • What is the scope? (full feature vs. quick fix)
  • What domains are involved? (frontend, backend, database, security)
  • What is the priority? (speed vs. quality vs. security)

Available Agents

Agent Domain Use When
security-auditor Security & Auth Authentication, vulnerabilities, OWASP
backend-specialist Backend & API Node.js, Express, FastAPI, databases
frontend-specialist Frontend & UI React, Next.js, Tailwind, components
tester Testing & QA Unit tests, E2E, coverage, TDD
devops-engineer DevOps & Infra Deployment, CI/CD, PM2, monitoring
database-admin Database & Schema Migrations, optimization
debugger Debugging Root cause analysis, systematic debugging
scout Discovery Codebase exploration, dependencies
docs-manager Documentation API docs, README, changelog
planner Planning Task breakdown, milestones, roadmap

Agent Boundary Enforcement

Each agent MUST stay within their domain. Cross-domain work = VIOLATION.

Strict Boundaries

Agent CAN DO CANNOT DO
frontend-specialist React, CSS, UI components API endpoints, SQL
backend-specialist APIs, business logic CSS, React components
database-admin Schema, migrations Frontend, API design
security-auditor Audit, recommend Implement features

Read the full file on GitHub · 209 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 First seen · 209 lines · 16 tokens per session scan A db2eb1f8948c

Subscribe to this mod's changes

orchestrator is an agent published in the GitHub repository nth5693/gemini-kit (375 stars, last pushed 5mo ago), licensed MIT. It adds 16 tokens to every session and 1,370 once invoked, about $0.0001 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 2026-08-30.

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