reasoning-trace-optimizer

Name: reasoning-trace-optimizer
Availability: InStock
Author: muratcankoylan

Community

Debug AI agents via reasoning traces.

Software Engineering #context-engineering #prompt-optimization #minimax #agent-debugging #reasoning-trace #interleaved-thinking

Authormuratcankoylan

Version1.0.0

Installs0

System Documentation

What problem does it solve?

Debug and optimize AI agents by analyzing interleaved thinking traces to detect failure patterns and improve prompts.

Core Features & Use Cases

Pattern detection in interleaved thinking traces
Iterative prompt optimization and convergence
Generation of shareable Agent Skills from optimization results
Tool-assisted debugging for long-horizon tasks

Quick Start

Run a trace capture, analyze the results, and generate an optimized prompt.

Dependency Matrix

Required Modules

anthropic>=0.40.0pydantic>=2.0.0rich>=13.0.0python-dotenv>=1.0.0

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: reasoning-trace-optimizer
Download link: https://github.com/muratcankoylan/Agent-Skills-for-Context-Engineering/archive/main.zip#reasoning-trace-optimizer

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.

View Source Repository

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