orchestrate — for Claude Code orchestrate, dialectic-agentic, community, for Claude Code, ide skills, WORKSPACE, problem.md, context, debate-config.json, PROJECT

v1.0.0

Über diesen Skill

Geeigneter Einsatz: Ideal for AI agents that need dialectic debate orchestrator. Lokalisierte Zusammenfassung: A software system design multi-agent debate tool, implemented as an AI-Agent native application # Dialectic Debate Orchestrator You are running a multi-agent design debate. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

Funktionen

Dialectic Debate Orchestrator
You will be invoked with:
PROJECT: absolute path to the dialectic-agent project directory (contains .cursor/skills/
DEBATE CONFIG (optional): absolute path to a debate config JSON file provided at invocation time
Example Invocation

# Core Topics

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

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reference-Only Page Review Score: 10/11

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 Quality floor passed for review
Review Score
10/11
Quality Score
64
Canonical Locale
en
Detected Body Locale
en

Geeigneter Einsatz: Ideal for AI agents that need dialectic debate orchestrator. Lokalisierte Zusammenfassung: A software system design multi-agent debate tool, implemented as an AI-Agent native application # Dialectic Debate Orchestrator You are running a multi-agent design debate. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

Warum diese Fähigkeit verwenden

Empfehlung: orchestrate helps agents dialectic debate orchestrator. A software system design multi-agent debate tool, implemented as an AI-Agent native application # Dialectic Debate Orchestrator You are running a

Am besten geeignet für

Geeigneter Einsatz: Ideal for AI agents that need dialectic debate orchestrator.

Handlungsfähige Anwendungsfälle for orchestrate

Anwendungsfall: Applying Dialectic Debate Orchestrator
Anwendungsfall: Applying You will be invoked with:
Anwendungsfall: Applying PROJECT: absolute path to the dialectic-agent project directory (contains .cursor/skills/

! Sicherheit & Einschränkungen

  • Einschraenkung: They must contain only alphanumeric characters, hyphens, or underscores
  • Einschraenkung: Requires repository-specific context from the skill documentation
  • Einschraenkung: 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.

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

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FAQ & Installation Steps

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

? Frequently Asked Questions

What is orchestrate?

Geeigneter Einsatz: Ideal for AI agents that need dialectic debate orchestrator. Lokalisierte Zusammenfassung: A software system design multi-agent debate tool, implemented as an AI-Agent native application # Dialectic Debate Orchestrator You are running a multi-agent design debate. This AI agent skill supports Claude Code, Cursor, and Windsurf workflows.

How do I install orchestrate?

Run the command: npx killer-skills add slior/dialectic-agentic/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: Anwendungsfall: Applying Dialectic Debate Orchestrator, Anwendungsfall: Applying You will be invoked with:, Anwendungsfall: Applying PROJECT: absolute path to the dialectic-agent project directory (contains .cursor/skills/.

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?

Einschraenkung: They must contain only alphanumeric characters, hyphens, or underscores. Einschraenkung: Requires repository-specific context from the skill documentation. Einschraenkung: 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 slior/dialectic-agentic/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

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.

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