Atlas / Skills / jeremylongshore / Maintainx Cost Tuning

Maintainx Cost TuningSAFE

skills/jeremylongshore/maintainx-cost-tuning

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
1.11.0
Hosts
2 documented
License
MIT
Stars
2,824
01

Overview

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Read from source at commit 4f83675ca38aOBSERVED · 2026-10-09
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
cursormentioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: maintainx-cost-tuning
description: 'Optimize MaintainX API usage for cost efficiency.

  Use when managing API costs, optimizing request volume,

  or implementing cost-effective integration patterns with MaintainX.

  Trigger with phrases like "maintainx cost", "maintainx billing",

  "reduce maintainx usage", "maintainx api costs", "maintainx optimization".

  '
allowed-tools: Read, Write, Edit, Bash(npm:*)
version: 1.11.0
license: MIT
author: Jeremy Longshore <[email protected]>
tags:
- saas
- maintainx
- api
- cost-optimization
compatibility: Designed for Claude Code
---
# MaintainX Cost Tuning

## Overview

Reduce MaintainX API request volume and optimize costs through caching, webhook-driven sync, request batching, and smart polling strategies.

## Prerequisites

- MaintainX integration deployed and working
- Redis or in-memory cache available
- Baseline API usage metrics

## Instructions

### Step 1: Request Volume Tracking

```typescript
// src/cost/usage-tracker.ts

class ApiUsageTracker {
  private counts: Map<string, number> = new Map();
  private startTime = Date.now();

  record(endpoint: string) {
    const key = endpoint.split('?')[0]; // Strip query params
    this.counts.set(key, (this.counts.get(key) || 0) + 1);
  }

  report() {
    const elapsed = (Date.now() - this.startTime) / 1000 / 60; // minutes
    console.log(`\n=== API Usage Report (${elapsed.toFixed(1)} min) ===`);
    const sorted = [...this.counts.entries()].sort((a, b) => b[1] - a[1]);
    for (const [endpoint, count] of sorted) {
      const rate = (count / elapsed).toFixed(1);
      console.log(`  ${endpoint}: ${count} calls (${rate}/min)`);
    }
    console.log(`  TOTAL: ${[...this.counts.values()].reduce((a, b) => a + b, 0)} calls`);
  }
}

export const tracker = new ApiUsageTracker();
// Report every 10 minutes
setInterval(() => tracker.report(), 600_000);
```

### Step 2: Response Caching

```typescript
// src/cost/cached-client.ts

interface CacheEntry<T> {
  data: T;
  expiresAt: number;
}

class CachedMaintainXClient {
  private cache = new Map<string, CacheEntry<any>>();
  private client: MaintainXClient;

  // TTL per resource type (in seconds)
  private ttl: Record<string, number> = {
    '/users': 300,       // 5 min - users rarely change
    '/locations': 300,   // 5 min - locations are static
    '/assets': 120,      // 2 min - assets change infrequently
    '/workorders': 30,   // 30 sec - work orders change often
    '/teams': 600,       // 10 min - teams are very static
  };

  constructor(client: MaintainXClient) {
    this.client = client;
  }

  async get<T>(endpoint: string, params?: any): Promise<T> {
    const cacheKey = `${endpoint}:${JSON.stringify(params || {})}`;
    const cached = this.cache.get(cacheKey);

    if (cached && cached.expiresAt > Date.now()) {
      console.log(`[CACHE HIT] ${endpoint}`);
      return cached.data;
    }

    const basePath = '/' + endpoint.split('/').filter(Boolean)[0];
    const ttlSec = this.ttl[basePath] || 60;

    const data = await this.client.request('GET', endpoint, undefined, params);
    this.cache.set(cacheKey, {
      data,
      expiresAt: Date.now() + ttlSec * 1000,
    });

    tracker.record(endpoint);
    return data as T;
  }

  invalidate(pattern: string) {
    for (const key of this.cache.keys()) {
      if (key.startsWith(pattern)) {
        this.cache.delete(key);
      }
    }
  }
}
```

### Step 3: Webhook-Driven Sync (Replace Polling)

Polling every 30 seconds costs thousands of requests/day per endpoint. Webhooks reduce this to near zero.

```typescript
// Before: Polling (expensive)
// Calculation: 1 request every 30 sec = 2 req/min * 60 min * 24 hr = ~2880 req/day
setInterval(async () => {
  const { workOrders } = await client.getWorkOrders({ status: 'OPEN' });
  await syncToLocalDb(workOrders);
}, 30_000);

// After: Webhook-driven (near zero cost)
app.post('/webhooks/maintainx', async (req, res) => {
  const { event, data } = req.body;
  if (event === 'workorder.updated' || event === 'workorder.created') {
    await upsertWorkOrder(data);  // Only sync what changed
  }
  res.status(200).json({ ok: true });
});
```

**Cost savings**: From thousands of daily polling requests to ~50 req/day (webhook-driven deltas only).

### Step 4: Smart Polling with Conditional Requests

When webhooks are not available, reduce unnecessary fetches:

```typescript
// Only fetch if data has changed since last check
async function smartPoll(client: MaintainXClient, state: { lastModified?: string }) {
  const response = await client.getWorkOrders({
    updatedAtGte: state.lastModified || new Date(0).toISOString(),
    limit: 100,
  });

  if (response.workOrders.length === 0) {
    console.log('No changes since last poll');
    return [];
  }

  state.lastModified = new Date().toISOString();
  return response.workOrders;
}
```

### Step 5: Request Deduplication

```typescript
// Deduplicate concurrent identical requests
const inFlight = new Map<string, Promise<any>>();

async function deduplicatedGet(client: MaintainXClient, endpoint: string): Promise<any> {
  if (inFlight.has(endpoint)) {
    return inFlight.get(endpoint)!;
  }

  const promise = client.request('GET', endpoint);
  inFlight.set(endpoint, promise);

  try {
    return await promise;
  } finally {
    inFlight.delete(endpoint);
  }
}
```

## Output

- API usage tracking with per-endpoint request counts
- Response caching with resource-specific TTLs
- Webhook-driven sync replacing expensive polling loops
- Smart polling with `updatedAtGte` filter for change detection
- Request deduplication preventing concurrent identical calls

## Error Handling

| Issue | Cause | Solution |
|-------|-------|----------|
| Stale cache data | TTL too long for volatile resources | Reduce TTL for `/workorders` to 15-30s |
| Webhook delivery failures | Endpoint down or unreachable | Fall back to polling with longer interval |
| Cache memory growth | No eviction policy | Set max 
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-09 · audit v0.4.1 · source sha 4f83675ca38afull audit observations/trust-audit/skill/jeremylongshore__maintainx-cost-tuning.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-094f83675ca38aSAFEB89first audit
06

Questions

What does the Maintainx Cost Tuning skill do?

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Is Maintainx Cost Tuning safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Maintainx Cost Tuning access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Maintainx Cost Tuning work with?

Its documentation mentions claude-code and cursor. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (4f83675ca38a), read on 2026-10-09. The repository is watched, and a new audit runs when it changes — this is the first audit.

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