Is a Langfuse account required?

Yes, this skill requires Langfuse public and secret keys to track and manage the agent optimization datasets, evaluations, and runs.

How does it handle repository paths?

It automatically resolves the repository root using environment variables, command-line arguments, or by searching parent directories for specific plugin indicators.

What is the primary purpose of this skill?

It provides a standardized wrapper for optimization scripts, allowing you to run Claude-style commands like /optimize directly within your Codex environment.

Does this skill include the optimization logic itself?

No, it acts as a bridge that routes commands to existing helper scripts in the mberto-compound repository for consistent execution.

Agentic Optimization Commands

Name: Agentic Optimization Commands
Author: mberto10

bymberto10

•

데이터 과학 및 ML

Standardizes AI agent tuning by providing a command interface for bootstrapping, running, and monitoring optimization loops in Codex.

This skill serves as a bridge for the Codex environment, offering parity with Claude-style optimization workflows. It wraps complex Python-based helper scripts to provide intuitive commands for agent bootstrapping, local and cloud-based optimization, and status tracking. By normalizing these invocations, it allows developers to focus on refining AI agent performance and datasets through Langfuse-integrated feedback loops without needing to manage manual script execution paths.

주요 기능

01Support for both local and cloud-based optimization iterations

02Command parity for /optimize, /optimize-bootstrap, and /optimize-status

031 GitHub stars

04Seamless integration with Langfuse for tracking and observability

05Standardized preflight checks to ensure environment readiness

06Automated repo root resolution for flexible environment setup

사용 사례

01Running iterative prompt optimizations to improve agent performance

02Bootstrapping a new AI agent evaluation dataset

03Monitoring the progress of long-running cloud-based optimization tasks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add mberto10/mberto-compound agentic-optimization-commands

For use in Claude.ai and ChatGPT

Download Skill