windsurf-cost-tuning

Optimize Windsurf licensing costs through seat management, tier selection, and credit monitoring. Use when analyzing Windsurf billing, reducing per-seat costs, or implementing usage monitoring and budget controls. Trigger with phrases like "windsurf cost", "windsurf billing", "reduce windsurf costs", "windsurf pricing", "windsurf budget".

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Repositorio: jeremylongshore/tons-of-skills-marketplace
Última actividad en el origen: 19 de agosto de 2026 a las 12:13
Idioma detectado de SKILL.md: inglés
Estrellas: 2677
Forks: 392

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npx skills add https://github.com/jeremylongshore/tons-of-skills-marketplace --skill windsurf-cost-tuning

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langchain-langgraph-human-in-loop

Build LangGraph 1.0 human-in-the-loop approval flows with interrupt_before / interrupt_after and Command(resume=...) — JSON-serializable state, clean resume semantics, and UI wiring for approval decisions. Use when adding an approval gate before an expensive tool call, wiring a Slack/web UI for agent approvals, or debugging a graph that crashes on interrupt. Trigger with "langgraph human in loop", "langgraph interrupt_before", "langgraph approval flow", "Command resume", "langgraph HITL".

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Windsurf Cost Tuning

Overview

Optimize Windsurf AI IDE licensing costs by right-sizing seat allocation, matching plan tiers to actual usage, and monitoring credit consumption. Windsurf charges per seat with different tiers offering different AI capabilities.

Prerequisites

Windsurf Admin dashboard access (Teams or Enterprise)

Team usage data (at least 30 days)

Understanding of team roles and AI usage patterns

Instructions

Step 1: Understand the Pricing Model

Plan

Price

Credits/mo

Key Features

Free

SWE-1 Lite unlimited, basic Supercomplete

Pro

$15/mo

500

All models, Cascade Write, Previews, 5 deploys/day

Teams

$30/user/mo

500/user

Admin controls, shared billing, analytics

Enterprise

Custom ($60+/user)

Custom

SSO, RBAC, audit, self-hosted option

Annual commitment typically saves 15-20% over monthly billing.

Step 2: Audit Seat Utilization

# Export from Admin Dashboard > Analytics > Member Usage seat_audit: total_pro_seats: 20 high_usage: 8 # >20 Cascade interactions/day — power users medium_usage: 5 # 5-20 interactions/day — regular users low_usage: 4 # 1-5 interactions/day — occasional users inactive: 3 # <1 interaction/day — wasting money monthly_cost: 600 # 20 x $30/seat wasted_on_inactive: 90 # 3 x $30/seat actions:

name	windsurf-cost-tuning
description	Optimize Windsurf licensing costs through seat management, tier selection, and credit monitoring. Use when analyzing Windsurf billing, reducing per-seat costs, or implementing usage monitoring and budget controls. Trigger with phrases like "windsurf cost", "windsurf billing", "reduce windsurf costs", "windsurf pricing", "windsurf budget".
allowed-tools	Read, Grep
version	1.11.0
license	MIT
author	Jeremy Longshore <jeremy@intentsolutions.io>
tags	["saas","windsurf","cost-optimization","licensing","teams"]
compatibility	Designed for Claude Code