Workflow Optimizer

by TravisLeeeeee · development · python, git, api, performance, skill

import pandas as pd import numpy as np from datetime import datetime, timedelta from dataclasses import dataclass from typing import Dict, List, Optional, Tuple import matplotlib.pyplot as plt import seaborn as sns @dataclass class ProcessStep: name: str duration_minutes: float cost_per_hour: float error_rate: float automation_potential: float # 0-1 scale bottleneck_severity: int # 1-5 scale user_satisfaction: float # 1-10 scale @dataclass class WorkflowMetrics: total_cycle_time: float act...

Source: https://github.com/TravisLeeeeee/awesome-openclaw-personas

Install

git clone https://github.com/TravisLeeeeee/awesome-openclaw-personas

Tags: python, git, api, performance, skill

⭐ 94 GitHub stars · Source: skillsdirectory

About development MCP servers and Claude skills

development MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.

Workflow Optimizer is one of hundreds of development entries indexed on Skiln. Browse the full development category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.

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Frequently asked questions

How do I install Workflow Optimizer?

Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.

Which clients support Workflow Optimizer?

Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.

Is Workflow Optimizer free?

The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.