orchestrate — for Claude Code orchestrate, steadywrk, community, for Claude Code, ide skills, oh-my-ag agent:spawn, language, Native, Adaptation, subagents

v1.0.0
GitHub

このスキルについて

適した場面: Ideal for AI agents that need claude code native adaptation. ローカライズされた概要: Automatic parallel multi-agent orchestration (includes Review Loop) # /orchestrate Claude Code Native Adaptation Spawn .claude/agents/ subagents via Task tool instead of CLI (oh-my-ag agent:spawn).

機能

Claude Code Native Adaptation
Spawn .claude/agents/ subagents via Task tool instead of CLI (oh-my-ag agent:spawn).
Task tool returns synchronously, so no polling needed.
Check if .agents/plan.json exists
If not: Guide user to run /plan first

# Core Topics

for Claude Code oh-my-ag agent:spawn language Native Adaptation subagents
karimalsalah karimalsalah
[0]
[0]
Updated: 3/21/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reference-Only Page Review Score: 8/11

This page remains useful for teams, but Killer-Skills treats it as reference material instead of a primary organic landing page.

Original recommendation layer Concrete use-case guidance Explicit limitations and caution
Review Score
8/11
Quality Score
37
Canonical Locale
en
Detected Body Locale
en

適した場面: Ideal for AI agents that need claude code native adaptation. ローカライズされた概要: Automatic parallel multi-agent orchestration (includes Review Loop) # /orchestrate Claude Code Native Adaptation Spawn .claude/agents/ subagents via Task tool instead of CLI (oh-my-ag agent:spawn).

このスキルを使用する理由

推奨ポイント: orchestrate helps agents claude code native adaptation. Automatic parallel multi-agent orchestration (includes Review Loop) # /orchestrate Claude Code Native Adaptation Spawn .claude/agents/ subagents via Task tool instead of CLI (oh-my-ag agent:spawn).

おすすめ

適した場面: Ideal for AI agents that need claude code native adaptation.

↓ 実現可能なユースケース for orchestrate

ユースケース: Applying Claude Code Native Adaptation
ユースケース: Applying Spawn .claude/agents/ subagents via Task tool instead of CLI (oh-my-ag agent:spawn)
ユースケース: Applying Task tool returns synchronously, so no polling needed

! セキュリティと制限

  • 制約事項: Requires repository-specific context from the skill documentation
  • 制約事項: Works best when the underlying tools and dependencies are already configured

Why this page is reference-only

  • - Current locale does not satisfy the locale-governance contract.
  • - The underlying skill quality score is below the review floor.

Source Boundary

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

After The Review

Decide The Next Action Before You Keep Reading Repository Material

Killer-Skills should not stop at opening repository instructions. It should help you decide whether to install this skill, when to cross-check against trusted collections, and when to move into workflow rollout.

Install Path

Start With Installation And Validation

If this skill is worth continuing with, the next step is to confirm the install command, CLI write path, and environment validation.
Trusted Recheck

Cross-Check Against Trusted Picks

If you are still comparing multiple skills or vendors, go back to the trusted collection before amplifying repository noise.
Workflow

Move To Workflow Collections For Team Rollout

When the goal shifts from a single skill to team workflows, approvals, and repeatable execution, move into workflow collections.
Labs Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is orchestrate?

適した場面: Ideal for AI agents that need claude code native adaptation. ローカライズされた概要: Automatic parallel multi-agent orchestration (includes Review Loop) # /orchestrate Claude Code Native Adaptation Spawn .claude/agents/ subagents via Task tool instead of CLI (oh-my-ag agent:spawn).

How do I install orchestrate?

Run the command: npx killer-skills add karimalsalah/steadywrk/orchestrate. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for orchestrate?

Key use cases include: ユースケース: Applying Claude Code Native Adaptation, ユースケース: Applying Spawn .claude/agents/ subagents via Task tool instead of CLI (oh-my-ag agent:spawn), ユースケース: Applying Task tool returns synchronously, so no polling needed.

Which IDEs are compatible with orchestrate?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for orchestrate?

制約事項: Requires repository-specific context from the skill documentation. 制約事項: Works best when the underlying tools and dependencies are already configured.

↓ How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add karimalsalah/steadywrk/orchestrate. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use orchestrate immediately in the current project.

! Reference-Only Mode

This page remains useful for installation and reference, but Killer-Skills no longer treats it as a primary indexable landing page. Read the review above before relying on the upstream repository instructions.

Upstream Repository Material

The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.

Upstream Source

orchestrate

Install orchestrate, an AI agent skill for AI agent workflows and automation. Review the use cases, limitations, and setup path before rollout.

SKILL.md
Readonly
Upstream Repository Material
The section below is imported from the upstream repository and should be treated as secondary evidence. Use the Killer-Skills review above as the primary layer for fit, risk, and installation decisions.
Supporting Evidence

/orchestrate

Claude Code Native Adaptation

Spawn .claude/agents/ subagents via Task tool instead of CLI (oh-my-ag agent:spawn). Task tool returns synchronously, so no polling needed.

Step 1: Load Plan

  • Check if .agents/plan.json exists
  • If not: Guide user to run /plan first

Step 2: Initialize Session

  1. Load .agents/config/user-preferences.yaml
  2. Response language follows language setting in .agents/config/user-preferences.yaml
  3. Generate session ID (format: session-YYYYMMDD-HHMMSS)
  4. Show agent routing (based on skill-routing.md)

Step 3: Spawn Agents (Parallel Task tool calls)

Spawn agents by priority tier:

  • Multiple Task tool calls in same message = true parallel execution
  • Each agent: Use .claude/agents/{agent}.md definition
  • Include in prompt: Task description, API contract, context
  • Include API contracts from .agents/skills/_shared/api-contracts/ if they exist
  • Load only task-relevant context (check codebase structure around affected domains)

Agent mapping:

DomainSubagent File
backend.claude/agents/backend-impl.md
frontend.claude/agents/frontend-impl.md
mobile.claude/agents/mobile-impl.md
db.claude/agents/db-impl.md
qa.claude/agents/qa-reviewer.md
debug.claude/agents/debug-investigator.md
pm.claude/agents/pm-planner.md

Step 4: Monitoring

Task tool returns results directly → No polling needed. Check status, files changed, issues in each agent result.

Step 5: Agent-to-Agent Review Loop (Native Loop)

Main agent directly controls this loop. Maintain iteration counter.

iteration = 0
MAX_SELF = 3, MAX_CROSS = 2, MAX_TOTAL = 5

LOOP:
  iteration += 1
  if iteration > MAX_TOTAL → FORCE_COMPLETE (include quality warning)

  [1] Self-Review:
      Check self-review section in implementation agent results
      PASS → Proceed to [2]
      FAIL (self_count < MAX_SELF) → Re-spawn Task tool (with feedback) → LOOP
      FAIL (self_count >= MAX_SELF) → Force proceed to [2]

  [2] Automated Verification:
      Run lint/type-check/tests via Bash tool
      PASS → Proceed to [3]
      FAIL → Feed output back to agent as correction context (max 2 retries) → re-run [2]
      FAIL (retries exhausted) → Proceed to [3] with verification failure noted

  [3] Cross-Review:
      Spawn `qa-reviewer` subagent via Task tool
      Parse QA results: PASS / FAIL
      PASS → ACCEPT
      FAIL (cross_count < MAX_CROSS) → Feedback format:
        ## Review Feedback (iteration {n}/{MAX_TOTAL})
        **Reviewer**: qa-reviewer
        **Verdict**: FAIL
        **Issues**: [Specific file:line references]
        **Fix instruction**: [How to fix]
      → Re-spawn implementation agent Task tool (include feedback) → LOOP
      FAIL (cross_count >= MAX_CROSS) → Report to user with review history

Step 6: Collect Results

After all agents complete:

  • Collect .agents/results/result-{agent}.md
  • Organize completed/failed tasks, changed files, remaining issues

Step 7: Final Report

Session summary:

  • Completed tasks
  • Failed tasks (if failed after retries, include error details)
  • Next step suggestions: Manual fix, re-run specific agent, /review QA

$ARGUMENTS

関連スキル

Looking for an alternative to orchestrate or another community skill for your workflow? Explore these related open-source skills.

すべて表示

openclaw-release-maintainer

Logo of openclaw
openclaw

ローカライズされた概要: 🦞 # OpenClaw Release Maintainer Use this skill for release and publish-time workflow. It covers ai, assistant, crustacean workflows. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

★ 333.8k
⑂ 0
AI

widget-generator

Logo of f
f

ローカライズされた概要: Generate customizable widget plugins for the prompts.chat feed system # Widget Generator Skill This skill guides creation of widget plugins for prompts.chat . It covers ai, artificial-intelligence, awesome-list workflows. This AI agent skill supports Claude Code, Cursor, and Windsurf

★ 149.6k
⑂ 0
AI

flags

Logo of vercel
vercel

ローカライズされた概要: The React Framework # Feature Flags Use this skill when adding or changing framework feature flags in Next.js internals. It covers blog, browser, compiler workflows. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

★ 138.4k
⑂ 0
ブラウザ

pr-review

Logo of pytorch
pytorch

ローカライズされた概要: Usage Modes No Argument If the user invokes /pr-review with no arguments, do not perform a review . It covers autograd, deep-learning, gpu workflows. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

★ 98.6k
⑂ 0
開発者