orchestrate — community orchestrate, dialectic-agentic, community, ide skills, Claude Code, Cursor, Windsurf

v1.0.0

이 스킬 정보

A software system design multi-agent debate tool, implemented as an AI-Agent native application

slior slior
[3]
[0]
Updated: 4/18/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reference-Only Page Review Score: 3/11

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

Quality floor passed for review
Review Score
3/11
Quality Score
54
Canonical Locale
en
Detected Body Locale
en

A software system design multi-agent debate tool, implemented as an AI-Agent native application

이 스킬을 사용하는 이유

A software system design multi-agent debate tool, implemented as an AI-Agent native application

최적의 용도

Suitable for operator workflows that need explicit guardrails before installation and execution.

실행 가능한 사용 사례 for orchestrate

! 보안 및 제한 사항

Why this page is reference-only

  • - Current locale does not satisfy the locale-governance contract.
  • - The page lacks a strong recommendation layer.
  • - The page lacks concrete use-case guidance.
  • - The page lacks explicit limitations or caution signals.

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.

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?

A software system design multi-agent debate tool, implemented as an AI-Agent native application

How do I install orchestrate?

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

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.

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 slior/dialectic-agentic. 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. Works with Claude Code, Cursor, and Windsurf with one-command setup.

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

Dialectic Debate Orchestrator

You are running a multi-agent design debate. Follow these instructions exactly and in order. This skill drives the entire debate from start to finish.

Parameters

You will be invoked with:

  • WORKSPACE: absolute path to the debate workspace directory (contains problem.md, optionally context/ and debate-config.json)
  • PROJECT: absolute path to the dialectic-agent project directory (contains .cursor/skills/, prompts/, debate-config.json)
  • DEBATE_CONFIG (optional): absolute path to a debate config JSON file provided at invocation time

Example Invocation

WORKSPACE:    /Users/me/projects/cache-redesign
PROJECT:      /Users/liors/dev/dialectic-agent
DEBATE_CONFIG: /Users/me/projects/cache-redesign/debate-config.json

This runs a debate on the problem defined in /Users/me/projects/cache-redesign/problem.md, using the config at the specified path. Context files, if any, are read from /Users/me/projects/cache-redesign/context/. If DEBATE_CONFIG is omitted, the skill falls back to {WORKSPACE}/debate-config.json and then {PROJECT}/debate-config.json.


Phase 0: Load Configuration

Step 0.1: Validate invocation-provided config (if present)

If DEBATE_CONFIG is provided:

  • Check that the file exists and is readable.
  • Parse it as JSON.
  • If both checks pass, set this file as the active config and skip to Step 0.3.

If DEBATE_CONFIG is provided but is invalid (missing, unreadable, or not valid JSON):

  1. Tell the user the path is invalid and ask: "Would you like to create a debate configuration now?"
  2. If user says NO: stop the process immediately.
  3. If user says YES:
    • Invoke {PROJECT}/.cursor/skills/orchestrate/scripts/create-debate-config.sh directly.
    • Wait for the script to complete successfully.
    • Read the script output and extract the generated path from the line: Wrote config to {path}.
    • Validate the generated file exists and parse it as JSON.
    • Use that file as the active config for the rest of this process.
    • If the script fails or no valid output config can be resolved, stop and report the error to the user.

Step 0.2: Find the config file (fallback when DEBATE_CONFIG is not provided)

Check if {WORKSPACE}/debate-config.json exists.

  • If YES: read it as the active config.
  • If NO: read {PROJECT}/debate-config.json as the active config.

Parse the JSON. The config has these top-level fields:

  • agents: array of { id, name, role } — debate participants
  • judge: { id, name, role, extra_instructions } — the judge
  • convergence: { max_rounds, judge_threshold, criteria }
  • clarifications: { enabled, max_iterations_per_agent }
  • tools: array of { name, description }
  • agents_config: object keyed by agent ID, each with optional tool_hints

Step 0.3: Validate agent IDs

All agent IDs (including the judge ID) must be unique. They must contain only alphanumeric characters, hyphens, or underscores. If any ID is invalid or duplicated, stop and report the error to the user.

Step 0.4: Build the tool briefing string

From config.tools, build a formatted string that will be included in every subagent's briefing:

## Tools Available to You

Use these tools actively to strengthen your analysis. Do not hesitate to look things up.

{for each tool in config.tools:}
- **{tool.name}** — {tool.description}

Store this as TOOL_BRIEFING_BASE. For each agent, also check config.agents_config[agent.id].tool_hints — if it exists, append it to the agent's specific tool briefing.


Phase 1: Read Problem and Context

Step 1.1: Read problem

Read {WORKSPACE}/problem.md. Store as PROBLEM_TEXT.

If this file does not exist, stop and tell the user: "problem.md not found in {WORKSPACE}. Create this file with your problem statement and re-invoke."

Step 1.2: List context files

Check if {WORKSPACE}/context/ exists. If yes, list all files in it recursively. Store as CONTEXT_FILES. If the directory does not exist, set CONTEXT_FILES to an empty list.

If context files exist, announce: "Found {N} context files: {comma-separated filenames}"


Phase 2: Initialize Workspace

Step 2.1: Create debate directory

Create {WORKSPACE}/debate/ if it does not exist.

Step 2.2: Write initial status.json

Write {WORKSPACE}/debate/status.json:

json
1{ 2 "status": "initializing", 3 "round": 0, 4 "phase": "setup", 5 "rounds_completed": 0, 6 "last_verdict": null, 7 "started_at": "{current ISO 8601 timestamp}" 8}

Step 2.3: Write initial progress.md

Write {WORKSPACE}/debate/progress.md:

# Debate Progress Log

## {timestamp} — Debate started
- Problem: {first line of PROBLEM_TEXT}
- Agents: {comma-separated list of agent names}
- Config: max_rounds={N}, judge_threshold={T}
- Clarifications: {enabled/disabled}
- Context files: {N files / none}

Step 2.4: Announce startup

Tell the user:

"Debate initialized. {N} participants: {agent names}. Max rounds: {max_rounds}. Clarifications: {enabled/disabled}."


Phases 3-6: Clarifications, Debate Loop, Synthesis, Completion

Read and follow references/debate-loop.md for the remaining phases. That file contains the complete clarification phase, debate loop (proposal / critique / refinement / convergence), synthesis, and completion procedures.

관련 스킬

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

모두 보기

openclaw-release-maintainer

Logo of openclaw
openclaw

Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

333.8k
0
인공지능

widget-generator

Logo of f
f

prompts.chat 피드 시스템을 위한 사용자 지정 가능한 위젯 플러그인을 생성합니다

149.6k
0
인공지능

flags

Logo of vercel
vercel

리액트 프레임워크

138.4k
0
브라우저

pr-review

Logo of pytorch
pytorch

파이썬에서 텐서와 동적 신경망 구현 및 강력한 GPU 가속 지원

98.6k
0
개발자