orchestrator

orchestrator is a skill for Claude Code, Codex from TeamSPWK/nova. It costs 60 tokens per session (8,405 once invoked), scanned A, original, MIT.

An orchestration skill that takes a plain-language development request through design, implementation, checking, and fixes. Orchestration means coordinating several work stages or agents into one process.

In plain words
What is it for?
Use it for complex requests that need multiple agents or a complete cycle from planning and design through coding, verification, and correction.
Why use it?
It removes the need to manually direct each stage of a larger development task and keeps the stages connected.

Skill for Claude CodeCodex

Part of the nova plugin — 14 skills, 19 commands, 6 agents, 5 hooks, 1 MCP server shipped together

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 skills/teamspwk/nova/orchestrator
Any agent
npx skills add TeamSPWK/nova --skill orchestrator
Clone the repo
git clone --depth 1 https://github.com/TeamSPWK/nova

Made for: Claude Code, Codex.

Or install nova, the plugin that ships this one along with the rest of its 14 skills, 19 commands, 6 agents, 5 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.

agentmods badge for orchestrator

README.md
[![agentmods](https://agentmods.dev/badge/skills/teamspwk/nova/orchestrator.svg)](https://agentmods.dev/skills/teamspwk/nova/orchestrator)
Your own site
<a href="https://agentmods.dev/skills/teamspwk/nova/orchestrator"><img src="https://agentmods.dev/badge/skills/teamspwk/nova/orchestrator.svg" alt="Measured on agentmods" height="20"></a>
Per session 60 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 8,405 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. 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 $0.00060 $0.08405
Opus 5 $0.00030 $0.04202
Sonnet 5 $0.00012 $0.01681
Haiku 4.5 $0.00006 $0.00840

Measured 3d ago against content hash 7f4e28f82050, 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 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

| 실제 동작 (curl/playwright) | 생략 | 필수 |
.claude/skills/orchestrator/SKILL.md · 612 lines

How it starts

The opening of the file, as written. The whole thing — 612 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Nova Orchestrator

적용 규칙 (on-demand 로드)

  • docs/nova-rules.md §2 Generator-Evaluator 분리 + 핸드오프 (self_verify 필드)
  • docs/nova-rules.md §6 복잡한 작업의 스프린트 분할 (각 스프린트 완료 = Evaluator 필수)
  • docs/nova-rules.md §10 관찰성 계약 — Phase 전이·스프린트 전환 시 이벤트 기록

관찰성 훅 (v5.12.0+)

Phase 전이 시 (예: Phase A→B, pending→running→completed) 이벤트 기록:

bash hooks/record-event.sh phase_transition "$(jq -cn \
  --arg oid "$ORCHESTRATION_ID" \
  --arg phase "$PHASE_NAME" \
  --arg from "$FROM_STATUS" \
  --arg to "$TO_STATUS" \
  '{orchestration_id:$oid, phase_name:$phase, from_status:$from, to_status:$to}')"

Sprint 전환 시:

bash hooks/record-event.sh sprint_started "{...}"   # 착수
bash hooks/record-event.sh sprint_completed "{...}" # 종료 (verdict 포함)

블로커 감지/해소 시 (§7 분류):

bash hooks/record-event.sh blocker_raised "$(jq -cn --arg t \"$BTYPE\" --arg c \"$CAUSE\" '{blocker_type:$t, cause:$c}')" 2>/dev/null || true
bash hooks/record-event.sh blocker_resolved "$(jq -cn --arg t \"$BTYPE\" --arg r \"$RESOLUTION\" '{blocker_type:$t, resolution:$r}')" 2>/dev/null || true

Safe-default: 실패는 exit 0, 상위 파이프라인 영향 없음.

자연어 한 줄을 받아서 설계→구현→검증→수정 전체 파이프라인을 자동 실행한다.

핵심 원칙

  • 설계가 구현보다 먼저다 (CPS)
  • Generator ≠ Evaluator (역할 분리)
  • 구조화된 프롬프트가 자연어보다 낫다
  • 멀티 프로젝트 병렬 지원

오케스트레이션 추적 (MCP 도구) — 필수 계약

이 섹션은 soft 권고가 아니라 계약이다. 각 Phase 진행 상황은 반드시 MCP 도구로 추적한다. 세션 중단 시 .nova-orchestration.json으로 복구 지점이 되며, 누락 시 Evolve 피드백 루프의 관찰 데이터가 공백이 된다.

시점 MCP 도구 호출 누락 시 영향
Phase 0: 오케스트레이션 등록 orchestration_start — task, complexity, phases 전체 등록 세션 끊기면 복구 불가 + 외부에서 진행 조회 불가
Phase N 시작 orchestration_update — status: "running" 어느 Phase에서 끊겼는지 모름
Phase N 완료 orchestration_update — status: "completed" + result Phase 소요 시간·산출물 메트릭 공백
Phase N 실패 orchestration_update — status: "failed" + result 실패 패턴 분석 불가
상태 확인 orchestration_status — 현재 진행 상황 조회 (조회용, 선택)

Phase 0: 오케스트레이션 등록 (무조건 최우선)

Read the full file on GitHub · 612 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 · 612 lines · 60 tokens per session scan A 7f4e28f82050

Subscribe to this mod's changes

orchestrator is a skill published in the GitHub repository TeamSPWK/nova (2 stars, last pushed 3d ago), licensed MIT. It adds 60 tokens to every session and 8,405 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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