Actor-Critic Thinking

Actor-Critic Thinking

aquarius-wing

Analyzes creative works, decisions, and complex scenarios by alternating between empathetic actor and objective critic perspectives. Provides balanced, multi-dimensional evaluations with actionable feedback.

Provides dual-perspective analysis through alternating actor and critic viewpoints for evaluating creative works, strategic decisions, and complex scenarios requiring both empathetic understanding and objective assessment.

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What it does

  • Analyze content from actor (creator) perspective
  • Evaluate work from critic (analyzer) perspective
  • Track rounds of dual-perspective analysis
  • Generate balanced assessments combining empathy and objectivity
  • Provide constructive improvement suggestions
  • Review creative works and strategic decisions

Best for

Creative professionals evaluating artistic workTeams reviewing strategic decisionsPerformance reviews requiring self-reflection and external evaluationCreative processes needing iterative refinement
Dual-perspective methodologyCombines empathetic and analytical viewpointsMulti-dimensional assessments

About Actor-Critic Thinking

Actor-Critic Thinking is a community-built MCP server published by aquarius-wing that provides AI assistants with tools and capabilities via the Model Context Protocol. Actor-Critic Thinking offers a unique dual-perspective approach to analyze creative works and decisions with empathy and It is categorized under ai ml. This server exposes 1 tool that AI clients can invoke during conversations and coding sessions.

How to install

You can install Actor-Critic Thinking in your AI client of choice. Use the install panel on this page to get one-click setup for Cursor, Claude Desktop, VS Code, and other MCP-compatible clients. This server runs locally on your machine via the stdio transport.

License

Actor-Critic Thinking is released under the MIT license. This is a permissive open-source license, meaning you can freely use, modify, and distribute the software.

Tools (1)

actor-critic-thinking

A sophisticated tool for dual-perspective performance analysis through actor-critic methodology. This tool enables comprehensive evaluation of performances, creative works, or decisions by embodying both the performer's mindset and the critic's analytical perspective. Each thought alternates between actor (creative/experiential) and critic (analytical/evaluative) viewpoints, creating a balanced assessment. When to use this tool: - Evaluating artistic performances, creative works, or strategic decisions - Analyzing the gap between intention and execution - Providing constructive feedback that considers both creative vision and technical execution - Reviewing complex scenarios that require both empathy and objectivity - Situations requiring balanced assessment of subjective and objective criteria - Performance reviews that need both self-reflection and external evaluation - Creative processes that benefit from iterative refinement Key features: - Alternates between actor (performer) and critic (evaluator) perspectives - Tracks rounds of dual-perspective analysis - Allows for multiple rounds of actor-critic dialogue - Balances empathetic understanding with objective analysis - Generates nuanced, multi-dimensional assessments - Provides actionable feedback for improvement Parameters explained: - content: Your current analysis content from the specified role perspective - role: Either "actor" (empathetic/creative viewpoint) or "critic" (analytical/evaluative viewpoint) - nextRoundNeeded: True if another round of actor-critic dialogue is needed - thoughtNumber: Current thought number in the sequence (increments with each thought) - totalThoughts: Total number of thoughts planned (must be odd and >= 3) Actor perspective should include: * Understanding intentions, creative choices, emotional context, challenges faced * Self-reflection on performance and decision-making process * Explanation of creative vision and goals Critic perspective should include: * Technical execution analysis, effectiveness evaluation * Audience impact assessment, comparative analysis * Objective feedback and improvement suggestions You should: 1. Start with either actor or critic perspective 2. Alternate between perspectives to maintain balance 3. Continue rounds until comprehensive analysis is achieved 4. Focus on relevant performance aspects 5. Generate balanced assessments that honor both perspectives 6. Provide constructive, actionable feedback 7. Only set nextRoundNeeded to false when analysis is complete

Actor-Critic Thinking MCP Server

A dual-perspective thinking analysis server based on Model Context Protocol (MCP), providing comprehensive performance evaluation through Actor-Critic methodology.

Actor-Critic Thinking Server MCP server

Showcase

demo1-with-thinking.png

Without Actor-Critic Thinking

demo1-without-thinking.png

Features

  • Dual-perspective Analysis: Alternates between actor (creator/performer) and critic (analyzer/evaluator) perspectives
  • Round Tracking: Tracks rounds of dual-perspective analysis
  • Balanced Assessment: Combines empathetic understanding with objective analysis
  • Multi-dimensional Evaluation: Generates nuanced, multi-dimensional assessments
  • Actionable Feedback: Provides constructive improvement suggestions

Use Cases

  • Evaluating artistic performances, creative works, or strategic decisions
  • Analyzing the gap between intention and execution
  • Providing constructive feedback that considers both creative vision and technical execution
  • Reviewing complex scenarios that require both empathy and objectivity
  • Situations requiring balanced assessment of subjective and objective criteria
  • Performance reviews that need both self-reflection and external evaluation
  • Creative processes that benefit from iterative refinement

Parameters

Required Parameters

  • content (string): Current analysis content from the specified role perspective
  • role (string): Perspective role, options:
    • "actor": Actor perspective (empathetic/creative viewpoint)
    • "critic": Critic perspective (analytical/evaluative viewpoint)
  • nextRoundNeeded (boolean): Whether another round of actor-critic dialogue is needed
  • thoughtNumber (integer): Current thought number in the sequence (minimum: 1)
  • totalThoughts (integer): Total number of thoughts planned (must be odd and >= 3)

Role Perspective Guidelines

Actor perspective should include:

  • Understanding intentions, creative choices, emotional context, challenges faced
  • Self-reflection on performance and decision-making process
  • Explanation of creative vision and goals

Critic perspective should include:

  • Technical execution analysis, effectiveness evaluation
  • Audience impact assessment, comparative analysis
  • Objective feedback and improvement suggestions

How to use

{
  "mcpServers": {
    "actor-critic-thinking": {
      "command": "npx",
      "args": ["-y", "mcp-server-actor-critic-thinking"]
    }
  }
}

Installation and Running

# Build the project
npm run build

# Run the server
node dist/index.js

Example Usage

System prompt:

Your task is to generate creative, memorable, and marketable product names based on the provided description and keywords. The product names should be concise (2-4 words), evocative, and easily understood by the target audience. Avoid generic or overly literal names. Instead, aim to create a name that stands out, captures the essence of the product, and leaves a lasting impression.

User prompt:

Description: A noise-canceling, wireless, over-ear headphone with a 20-hour battery life and touch controls. Designed for audiophiles and frequent travelers. Keywords: immersive, comfortable, high-fidelity, long-lasting, convenient

Best Practices

  1. Start with either actor or critic perspective
  2. Alternate between perspectives to maintain balance
  3. Continue rounds until comprehensive analysis is achieved
  4. Focus on relevant performance aspects
  5. Generate balanced assessments that honor both perspectives
  6. Provide constructive, actionable feedback
  7. Only set nextRoundNeeded to false when analysis is complete

Alternatives

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