Agent skill

Maintainx Cost Tuning

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Optimize MaintainX API usage for cost efficiency. An agent skill from jeremylongshore/tons-of-skills-marketplace.

MITAuto-check passedBackend & APIs

Install Maintainx Cost Tuning

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill maintainx-cost-tuning -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace maintainx-cost-tuning --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/maintainx-cost-tuning .claude/skills/maintainx-cost-tuning && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
maintainx-cost-tuning
GitHub stars
2.8k
Token cost
~1.7k tokens
SKILL.md length
217 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Optimize MaintainX API usage for cost efficiency. An agent skill from jeremylongshore/tons-of-skills-marketplace.

  • Works in 5 steps: Request Volume Tracking → Response Caching → Webhook-Driven Sync (Replace Polling) → …
  • Managing API costs
  • SKILL.md covers Overview, Prerequisites, Instructions and Output, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Maintainx Cost Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. 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".

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/implementation-guide.md`). Compatibility notes: Designed for Claude Code

It sits in Backend & APIs, covering Webhooks, Third-party API integration and Caching. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Managing API costs
  • Optimizing request volume
  • Implementing cost-effective integration patterns with MaintainX
  • With phrases like maintainx cost

Example prompts

  • “maintainx cost”
  • “maintainx billing”
  • “reduce maintainx usage”
  • “/maintainx-cost-tuning”

Requirements

  • Node.js
  • Compatibility (from SKILL.md): Designed for Claude Code
  • Pre-approved tools (allowed-tools): Read, Write, Edit, Bash(npm:*)

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Request Volume Tracking
  2. Response Caching
  3. Webhook-Driven Sync (Replace Polling)
  4. Smart Polling with Conditional Requests
  5. Request Deduplication

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Bash(npm:*)

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • getmaintainx.com
    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Designed for Claude Code

    From compatibility in the SKILL.md frontmatter.

Context cost

Maintainx Cost Tuning loads about 1.7k tokens when it runs, and up to ~5k if it reads all its reference files. Until then it costs about 84 tokens; SKILL.md has 217 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~84
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~5k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 217 words, ~1,740 tokens.

Download SKILL.mdSave it as .claude/skills/maintainx-cost-tuning/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
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:*)
compatibility
Designed for Claude Code
version
1.11.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, maintainx, api, cost-optimization

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

IssueCauseSolution
Stale cache dataTTL too long for volatile resourcesReduce TTL for /workorders to 15-30s
Webhook delivery failuresEndpoint down or unreachableFall back to polling with longer interval
Cache memory growthNo eviction policySet max cache size, use LRU eviction
Duplicate webhook eventsMaintainX retriesDeduplicate by event ID (see webhooks skill)

Resources

Next Steps

For architecture patterns, see maintainx-reference-architecture.

Examples

Redis-based cache for production:

typescript
import Redis from 'ioredis';

const redis = new Redis(process.env.REDIS_URL);

async function cachedGet(key: string, ttlSec: number, fetcher: () => Promise<any>) {
  const cached = await redis.get(key);
  if (cached) return JSON.parse(cached);

  const data = await fetcher();
  await redis.setex(key, ttlSec, JSON.stringify(data));
  return data;
}

// Usage
const workOrders = await cachedGet(
  'maintainx:workorders:open',
  30,
  () => client.getWorkOrders({ status: 'OPEN' }),
);

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/.curated/maintainx-cost-tuning of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/implementation-guide.md

Open the folder on GitHubat commit cfae287

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Categories

Questions about Maintainx Cost Tuning

What does Maintainx Cost Tuning do?

Optimize MaintainX API usage for cost efficiency. An agent skill from jeremylongshore/tons-of-skills-marketplace. Maintainx Cost Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Optimize MaintainX API usage for cost efficiency.

When should I use Maintainx Cost Tuning?

Maintainx Cost Tuning fits situations like: managing API costs; optimizing request volume; implementing cost-effective integration patterns with MaintainX; with phrases like maintainx cost.

How do I install Maintainx Cost Tuning in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill maintainx-cost-tuning -a claude-code`. Or copy the skill folder (skills/.curated/maintainx-cost-tuning in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/maintainx-cost-tuning in your project. Claude Code loads it when a task matches its description.

How do I install Maintainx Cost Tuning in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill maintainx-cost-tuning -a codex`. Or copy the skill folder (skills/.curated/maintainx-cost-tuning in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/maintainx-cost-tuning in your project. Codex loads it when a task matches its description.

Can I use Maintainx Cost Tuning in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill maintainx-cost-tuning -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/maintainx-cost-tuning, .gemini/skills/maintainx-cost-tuning, .github/skills/maintainx-cost-tuning and .opencode/skills/maintainx-cost-tuning in your project.

What does Maintainx Cost Tuning need to run?

SKILL.md names no scripts, command-line tools or credentials: Maintainx Cost Tuning is instructions for the agent only. Our summary lists: Node.js. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash(npm:*). Compatibility (from SKILL.md): Designed for Claude Code.

Does Maintainx Cost Tuning access the network?

SKILL.md names 2 domains. As links in the text: getmaintainx.com and github.com. This is read from the text; nothing was executed.

Is Maintainx Cost Tuning safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Maintainx Cost Tuning use?

Maintainx Cost Tuning is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Maintainx Cost Tuning use?

About 1.7k tokens (SKILL.md is roughly 7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.2k tokens, read only when the agent opens those files.

What are the alternatives to Maintainx Cost Tuning?

Skills that share tags, products or a category with Maintainx Cost Tuning: Yalidine Delivery Integration (bighadj22/codflow, 354 stars), Discord Php Bot Security (discord-php/DiscordPHP, 1.1k stars), Ar Io Gateway Operator (ar-io/ar-io-node, 127 stars) and Telegram Development Guide (2025Emma/vibe-coding-cn, 23k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Maintainx Cost Tuning?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.