orchestrate

orchestrate is a command for coding agents from Ramsbaby/jarvis. It costs 52 tokens per session (493 once invoked), scanned A, original, MIT.

A command that splits a complex task into three parallel roles: research, coding, and validation. Each role handles a separate part of the work before the results are combined.

In plain words
What is it for?
Use it for tasks such as researching and improving a system, adding an API or bot feature with tests, or implementing a change that needs separate analysis and verification. It is not intended for a small single-file edit or a strictly sequential task.
Why use it?
It reduces the need to manage research, implementation, and testing one after another. It also assigns file ownership to reduce conflicts when several agents work at once.

Command

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 commands/ramsbaby/jarvis/orchestrate
Clone the repo
git clone --depth 1 https://github.com/Ramsbaby/jarvis

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.

agentmods badge for orchestrate

README.md
[![agentmods](https://agentmods.dev/badge/commands/ramsbaby/jarvis/orchestrate.svg)](https://agentmods.dev/commands/ramsbaby/jarvis/orchestrate)
Your own site
<a href="https://agentmods.dev/commands/ramsbaby/jarvis/orchestrate"><img src="https://agentmods.dev/badge/commands/ramsbaby/jarvis/orchestrate.svg" alt="Measured on agentmods" height="20"></a>
Per session 52 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 493 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 $0.00052 $0.00493
Opus 5 $0.00026 $0.00246
Sonnet 5 $0.00010 $0.00099
Haiku 4.5 $0.00005 $0.00049

Measured 4d ago against content hash f72b004dec72, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

orchestrate 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 4d 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.

dotfiles/claude/commands/orchestrate.md · 47 lines

What it actually says

/orchestrate — 병렬 멀티에이전트 태스크 실행

복잡한 태스크를 3개 전문 에이전트로 분해해서 병렬 실행합니다.

사용법

/orchestrate <태스크 설명>

실행 단계

1. 태스크 분석

입력된 태스크를 분석해서 3개 독립 서브태스크로 분해하세요:

  • Research: 조사/분석이 필요한 부분 (brave-search, WebFetch)
  • Code: 코드 작성/수정이 필요한 부분 (serena, 파일 편집)
  • Validation: 검증/테스트가 필요한 부분 (Bash 실행, 결과 확인)

2. 파일 소유권 체크

⚠️ 동일 파일을 두 에이전트가 동시에 수정하면 충돌 발생. Code 에이전트에게 수정할 파일 목록을 명시적으로 배정하고, 다른 에이전트는 해당 파일을 Read-only로만 접근.

3. 병렬 실행

3개 Agent 도구 호출을 하나의 메시지에 담아 동시 실행:

  • Research Agent: 조사 담당, 결과를 /tmp/research-result.md 에 저장
  • Code Agent: 구현 담당, 지정된 파일만 수정
  • Validation Agent: 검증 담당, Bash로 테스트 실행

4. 결과 합성

3개 에이전트 결과를 수집해서:

  • 성공/실패 요약
  • Research 인사이트 → Code에 반영된 내용
  • Validation 통과 여부
  • 다음 단계 권장사항

적합한 태스크 예시

  • "RAG 시스템 성능 분석 후 개선점 구현"
  • "Discord bot 명령어 추가 + 테스트"
  • "API 엔드포인트 설계 + 구현 + 통합테스트"

부적합한 태스크

  • 단일 파일 수정 → 그냥 직접 편집
  • 순서가 중요한 태스크 → 순차 실행 사용
  • 30초 이내 완료 가능한 태스크 → 오버킬
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. 4d ago First seen · 47 lines · 52 tokens per session scan A f72b004dec72

Subscribe to this mod's changes

orchestrate is a command published in the GitHub repository Ramsbaby/jarvis (15 stars, last pushed 11d ago), licensed MIT. It adds 52 tokens to every session and 493 once invoked, about $0.0003 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.