From windsurf-pack
Optimizes Windsurf AI IDE licensing costs through seat audits, tier-to-role matching, pricing analysis, and credit monitoring for teams.
How this skill is triggered — by the user, by Claude, or both
Slash command
/windsurf-pack:windsurf-cost-tuningThis skill is limited to the following tools:
The summary Claude sees in its skill listing — used to decide when to auto-load this skill
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.
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.
| Plan | Price | Credits/mo | Key Features |
|---|---|---|---|
| Free | $0 | 25 | 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.
# 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:
- Downgrade 3 inactive seats to Free (save $90/mo)
- Offer training to 4 low-usage users
- Review low users after 30 days — downgrade if still low
# Not every team member needs the same tier
seat_allocation:
full_time_developers:
tier: Pro or Teams
features_used: [cascade_write, supercomplete, command, previews]
justification: "Core workflow, high ROI"
code_reviewers:
tier: Free
features_needed: [supercomplete]
justification: "Reading more than writing, occasional completions"
designers:
tier: Free
features_needed: []
justification: "Mainly CSS/HTML, AI less impactful"
contractors_short_term:
tier: Free
justification: "Temporary, not worth Pro investment"
tech_leads:
tier: Pro
features_used: [cascade_chat, code_review]
justification: "Architecture questions, PR review assistance"
function calculateSeatROI(member: {
monthlyCreditsUsed: number;
cascadeTasksCompleted: number;
estimatedHoursSaved: number;
}) {
const seatCostPerMonth = 30; // Teams tier
const hourlyRate = 75; // Average developer hourly rate
const moneySaved = member.estimatedHoursSaved * hourlyRate;
const roi = ((moneySaved - seatCostPerMonth) / seatCostPerMonth) * 100;
return {
moneySaved: `$${moneySaved}`,
roi: `${roi.toFixed(0)}%`,
verdict: roi > 0 ? "KEEP" : "REVIEW",
};
}
// Example: Developer saves 2 hours/month with Cascade
// ROI = ((2 * $75) - $30) / $30 * 100 = 400% ROI
// Clearly worth it.
// Example: Designer uses Supercomplete once/week
// ROI = ((0.25 * $75) - $30) / $30 * 100 = -37% ROI
// Switch to Free tier.
## Reduce Credit Burn Without Reducing Productivity
1. Use SWE-1 Lite for simple tasks (0 credits)
- Quick syntax questions
- Simple explanations
- Basic code navigation help
2. Write better prompts (fewer retries = fewer credits)
- Include file paths, constraints, expected output
- Use @ mentions for context
- One comprehensive prompt > five vague ones
3. Use Workflows for repetitive tasks
- Build once, run many times
- More efficient than ad-hoc Cascade conversations
4. Leverage free features
- Supercomplete (Tab): unlimited on all plans
- Command mode (Cmd+I): unlimited on Pro
- Workspace rules: improve output without extra prompts
5. Team training
- Developers who know Windsurf well use fewer credits
- Share effective prompt examples
- Demonstrate workflow creation
quarterly_review:
week_1: "Export usage analytics from Admin Dashboard"
week_2: "Identify seats with <5 interactions/day for 60+ days"
week_3: "Survey low-usage members: need training or not useful?"
week_4: "Execute changes: downgrade, reallocate, or train"
negotiation_tips:
20_plus_seats: "Request 15-20% volume discount"
50_plus_seats: "Negotiate enterprise tier with custom pricing"
annual_commitment: "15-20% savings over monthly"
competing_tools: "Mention Cursor/Copilot pricing for leverage"
| Issue | Cause | Solution |
|---|---|---|
| Paying for unused seats | No utilization monitoring | Quarterly seat audit |
| Dev resistance to downgrade | Perceived loss of tools | Show usage data, offer training |
| Can't track usage | Analytics not enabled | Contact Windsurf for admin API access |
| Costs growing with team | No seat approval process | Require manager approval for new Pro seats |
| Credits exhausted mid-sprint | No monitoring | Set credit usage alerts in admin dashboard |
echo "Monthly cost estimate:"
echo "Pro seats: $PRO_COUNT x \$15 = \$(($PRO_COUNT * 15))"
echo "Team seats: $TEAM_COUNT x \$30 = \$(($TEAM_COUNT * 30))"
echo "Free seats: $FREE_COUNT x \$0 = \$0"
These features are FREE (no credits) on all plans:
- Supercomplete (Tab completions)
- .windsurfrules (AI context)
- .codeiumignore (indexing control)
- .windsurf/rules/ (workspace rules)
- Cascade Memories (persistent context)
- Extension support (VS Code compatible)
For architecture planning, see windsurf-reference-architecture.
npx claudepluginhub jeremylongshore/claude-code-plugins-plus-skills --plugin windsurf-packExplains Windsurf credit plans, per-model costs, usage monitoring, and optimization strategies to avoid running out of AI credits.
Manages Windsurf enterprise licenses: inventories seats, tracks usage, optimizes costs, generates compliance reports. For admins handling subscriptions and billing.
Creates, edits, and optimizes skills for Claude Code, including drafting, evaluating with test prompts, iterating on performance, and improving skill descriptions for better triggering accuracy.