Imported from jeremylongshore/tons-of-skills-marketplace (skills/.curated/fondo-performance-tuning/SKILL.md). Install upstream with npx skills add jeremylongshore/tons-of-skills-marketplace --skill fondo-performance-tuning. Copyright stays with the author (MIT).

Fondo Performance Tuning

Overview

Speed up Fondo workflows: faster month-end close (target: 15 days), reduced back-and-forth with CPA team, and efficient data export processing.

Prerequisites

• A named finance owner, approved close calendar, data-access policy, and aggregate baseline for close time and exception volume.
• Synthetic/sample data for workflow tests; real financial records remain in the approved accounting environment.

Output

Produce an operational receipt with period, aggregate bottleneck metrics, approved workflow change, owner, verification date, and unresolved exceptions. Do not include account numbers, transactions, tax documents, or credentials.

Error Handling

• Pause automation when an import, categorization, or reconciliation result is incomplete or unexpected; route it to the finance owner.
• Do not replace professional review with an automated classification or calculator result.
• Redact all financial data in performance diagnostics and roll back changes that harm accuracy or auditability.

Examples

Use a fictional month of aggregate expenses to test a categorization workflow. Compare only close duration and exception count, then have the authorized finance reviewer approve the result before changing a live process.

Instructions

Faster Month-End Close

Auto-Categorization Rules

Dashboard > Settings > Categorization Rules

Examples:
  "AWS" → Cloud Infrastructure (R&D)
  "GitHub" → Software Tools (R&D)
  "Gusto" → Payroll
  "WeWork" → Office/Rent
  "United Airlines" → Travel
  "Uber Eats" → Meals (50% deductible)

Batch CPA Communication

Instead of replying to each question individually:

1. Set aside 30 minutes weekly (e.g., Monday AM)
2. Open Dashboard > Messages > Open Items
3. Answer all outstanding questions in one session
4. This reduces close time by 3-5 days

Efficient Data Exports

// Cache Fondo exports to avoid repeated downloads
const CACHE_DIR = '.cache/fondo';
const CACHE_TTL = 24 * 60 * 60 * 1000;  // 24 hours

async function getCachedExport(reportType: string, dateRange: string) {
  const cacheKey = `${reportType}-${dateRange}.csv`;
  const cachePath = `${CACHE_DIR}/${cacheKey}`;

  if (fs.existsSync(cachePath)) {
    const stat = fs.statSync(cachePath);
    if (Date.now() - stat.mtimeMs < CACHE_TTL) {
      return fs.readFileSync(cachePath, 'utf-8');
    }
  }
  // Download fresh from Dashboard > Reports > Export
  console.log(`Cache miss: download ${reportType} for ${dateRange} from Fondo Dashboard`);
  return null;
}

Resources

• Fondo Dashboard

Next Steps

For cost optimization, see fondo-cost-tuning.