Airflow State Store
astronomer/agents
Persists task and asset state across retries and DAG runs using Airflow 3.3's AIP-103 key/value stores (taskstatestore, assetstatestore) and the crash-safe ResumableJobMixin.
Data synchronization, ETL patterns, and data management for MaintainX.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill maintainx-data-handling -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace maintainx-data-handling --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-data-handling .claude/skills/maintainx-data-handling && rm -rf skills-srcUse ~/.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/
Install the "maintainx-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/maintainx-data-handling into .claude/skills/maintainx-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "maintainx-data-handling", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/maintainx-data-handlingType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill maintainx-data-handling -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace maintainx-data-handling --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/maintainx-data-handling .agents/skills/maintainx-data-handling && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "maintainx-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/maintainx-data-handling into .agents/skills/maintainx-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "maintainx-data-handling", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill maintainx-data-handling -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace maintainx-data-handling --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/maintainx-data-handling .cursor/skills/maintainx-data-handling && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "maintainx-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/maintainx-data-handling into .cursor/skills/maintainx-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "maintainx-data-handling", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/maintainx-data-handling--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill maintainx-data-handling -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace maintainx-data-handling --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/maintainx-data-handling .gemini/skills/maintainx-data-handling && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "maintainx-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/maintainx-data-handling into .gemini/skills/maintainx-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "maintainx-data-handling", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace maintainx-data-handlingInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill maintainx-data-handling -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/maintainx-data-handling .github/skills/maintainx-data-handling && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "maintainx-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/maintainx-data-handling into .github/skills/maintainx-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "maintainx-data-handling", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill maintainx-data-handling -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace maintainx-data-handling --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/maintainx-data-handling .opencode/skills/maintainx-data-handling && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "maintainx-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/maintainx-data-handling into .opencode/skills/maintainx-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "maintainx-data-handling", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
maintainx-data-handlingData synchronization, ETL patterns, and data management for MaintainX.
Maintainx Data Handling is an agent skill from jeremylongshore/tons-of-skills-marketplace. Data synchronization, ETL patterns, and data management for MaintainX. Use when syncing data between MaintainX and other systems, building ETL pipelines, or managing data consistency. Trigger with phrases like "maintainx data sync", "maintainx etl", "maintainx export", "maintainx data migration", "maintainx data pipeline".
Its SKILL.md is about 1.9k 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 Data & Analytics, covering Data pipelines and ETL and Data warehousing. It works with Google BigQuery. 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.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBash(npm:*)From allowed-tools in the SKILL.md frontmatter.
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.
Links to these hosts (documentation or services it may open):
cloud.google.comcsv.js.orgFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Maintainx Data Handling loads about 1.9k tokens when it runs, and up to ~5.9k if it reads all its reference files. Until then it costs about 87 tokens; SKILL.md has 175 words of instructions outside code blocks.
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.
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.
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 175 words, ~1,880 tokens.
.claude/skills/maintainx-data-handling/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Patterns for synchronizing, transforming, and exporting data between MaintainX and external systems (databases, data warehouses, ERPs).
axiosimport { MaintainXClient } from './client';
import { writeFileSync, existsSync, readFileSync } from 'fs';
const SYNC_STATE_FILE = '.maintainx-sync-state.json';
interface SyncState {
lastSyncAt: string;
workOrderCursor?: string;
assetCursor?: string;
}
function loadSyncState(): SyncState {
if (existsSync(SYNC_STATE_FILE)) {
return JSON.parse(readFileSync(SYNC_STATE_FILE, 'utf-8'));
}
return { lastSyncAt: new Date(0).toISOString() };
}
function saveSyncState(state: SyncState) {
writeFileSync(SYNC_STATE_FILE, JSON.stringify(state, null, 2));
}
async function incrementalSync(client: MaintainXClient) {
const state = loadSyncState();
const syncStart = new Date().toISOString();
console.log(`Syncing changes since ${state.lastSyncAt}`);
// Sync work orders updated since last run
let cursor: string | undefined;
let totalWOs = 0;
do {
const response = await client.getWorkOrders({
updatedAtGte: state.lastSyncAt,
limit: 100,
cursor,
});
for (const wo of response.workOrders) {
await upsertWorkOrder(wo); // Your DB write function
totalWOs++;
}
cursor = response.cursor ?? undefined;
} while (cursor);
// Sync assets updated since last run
let assetCursor: string | undefined;
let totalAssets = 0;
do {
const response = await client.getAssets({
updatedAtGte: state.lastSyncAt,
limit: 100,
cursor: assetCursor,
});
for (const asset of response.assets) {
await upsertAsset(asset); // Your DB write function
totalAssets++;
}
assetCursor = response.cursor ?? undefined;
} while (assetCursor);
saveSyncState({ lastSyncAt: syncStart });
console.log(`Synced ${totalWOs} work orders, ${totalAssets} assets`);
}import { createWriteStream } from 'fs';
async function exportWorkOrdersToCSV(client: MaintainXClient, outputPath: string) {
const stream = createWriteStream(outputPath);
stream.write('id,title,status,priority,assignee,asset,location,created_at,completed_at\n');
let cursor: string | undefined;
let count = 0;
do {
const response = await client.getWorkOrders({ limit: 100, cursor });
for (const wo of response.workOrders) {
const row = [
wo.id,
`"${(wo.title || '').replace(/"/g, '""')}"`,
wo.status,
wo.priority,
wo.assignees?.map((a: any) => a.id).join(';') || '',
wo.assetId || '',
wo.locationId || '',
wo.createdAt,
wo.completedAt || '',
].join(',');
stream.write(row + '\n');
count++;
}
cursor = response.cursor ?? undefined;
} while (cursor);
stream.end();
console.log(`Exported ${count} work orders to ${outputPath}`);
}
// Usage
await exportWorkOrdersToCSV(client, 'work-orders-export.csv');import { BigQuery } from '@google-cloud/bigquery';
const bq = new BigQuery({ projectId: 'your-project' });
const dataset = bq.dataset('maintenance');
const table = dataset.table('work_orders');
async function syncToBigQuery(client: MaintainXClient) {
let cursor: string | undefined;
const batch: any[] = [];
do {
const response = await client.getWorkOrders({ limit: 100, cursor });
for (const wo of response.workOrders) {
batch.push({
id: wo.id,
title: wo.title,
status: wo.status,
priority: wo.priority,
asset_id: wo.assetId,
location_id: wo.locationId,
created_at: wo.createdAt,
completed_at: wo.completedAt,
synced_at: new Date().toISOString(),
});
}
cursor = response.cursor ?? undefined;
} while (cursor);
if (batch.length > 0) {
await table.insert(batch);
console.log(`Inserted ${batch.length} rows into BigQuery`);
}
}async function reconcile(client: MaintainXClient, localDb: any) {
const remoteOrders = await paginate(
(cursor) => client.getWorkOrders({ limit: 100, cursor }),
'workOrders',
);
const localOrders = await localDb.query('SELECT id, updated_at FROM work_orders');
const remoteMap = new Map(remoteOrders.map((wo: any) => [wo.id, wo.updatedAt]));
const localMap = new Map(localOrders.map((row: any) => [row.id, row.updated_at]));
const missing = remoteOrders.filter((wo: any) => !localMap.has(wo.id));
const stale = remoteOrders.filter(
(wo: any) => localMap.has(wo.id) && localMap.get(wo.id) < remoteMap.get(wo.id),
);
const orphaned = localOrders.filter((row: any) => !remoteMap.has(row.id));
console.log(`Missing locally: ${missing.length}`);
console.log(`Stale locally: ${stale.length}`);
console.log(`Orphaned locally: ${orphaned.length}`);
return { missing, stale, orphaned };
}| Issue | Cause | Solution |
|---|---|---|
| 429 Rate Limited | Too many requests during sync | Add delays between pages, use p-queue |
| Partial sync failure | Network error mid-pagination | Save cursor state, resume from last position |
| Duplicate rows in BigQuery | Re-running without dedup | Use MERGE or dedup on (id, updated_at) |
| Stale local data | Missed webhook or sync gap | Run full reconciliation, then incremental |
For enterprise access control, see maintainx-enterprise-rbac.
Scheduled sync with cron:
// Run every 15 minutes via cron or node-schedule
import cron from 'node-cron';
cron.schedule('*/15 * * * *', async () => {
console.log('Starting incremental sync...');
await incrementalSync(new MaintainXClient());
});Import work orders from a legacy CMMS CSV:
import { parse } from 'csv-parse/sync';
import { readFileSync } from 'fs';
const rows = parse(readFileSync('legacy-export.csv'), { columns: true });
for (const row of rows) {
await client.createWorkOrder({
title: row['Work Order Name'],
description: row['Description'],
priority: row['Priority'].toUpperCase(),
categories: [row['Type'].toUpperCase()],
});
}© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in skills/.curated/maintainx-data-handling of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Maintainx Data Handling next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Maintainx Data Handling this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Airflow State Storeastronomer/agents | 451 | — | ~6.1k | Automated safety check: Pass | Apache-2.0 | |
| Dbt Model Indexwarpdotdev/oz-skills | 824 | — | ~915 | Automated safety check: Pass | MIT | |
| Erd Studio Setupliam-machine/erd-studio | 165 | — | ~8.6k | Automated safety check: Pass | Custom licence | |
| dbt Incremental ModelsAltimateAI/data-engineering-skills | 128 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Analytics Engineerborghei/Claude-Skills | 891 | — | ~3.4k | Automated safety check: Pass | MIT |
astronomer/agents
Persists task and asset state across retries and DAG runs using Airflow 3.3's AIP-103 key/value stores (taskstatestore, assetstatestore) and the crash-safe ResumableJobMixin.
warpdotdev/oz-skills
Provide a lookup index of dbt models (BigQuery tables) to guide query writing against a data warehouse.
liam-machine/erd-studio
Friendly, step-by-step setup for ERD Studio in an existing dbt project, for people who may be new to dbt or data modelling.
AltimateAI/data-engineering-skills
Helps choose an incremental strategy, design a reliable unique_key and debug failing dbt incremental models, and says when a plain table is the better choice.
borghei/Claude-Skills
Analytics engineering across data modeling, dbt, transformation, and semantic layers.
davila7/claude-code-templates
Build scalable data pipelines, modern data warehouses, and real-time streaming architectures.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Works with
Categories
Data synchronization, ETL patterns, and data management for MaintainX. Maintainx Data Handling is an agent skill from jeremylongshore/tons-of-skills-marketplace. Data synchronization, ETL patterns, and data management for MaintainX.
Maintainx Data Handling fits situations like: syncing data between MaintainX and other systems; building ETL pipelines; managing data consistency; with phrases like maintainx data sync.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill maintainx-data-handling -a claude-code`. Or copy the skill folder (skills/.curated/maintainx-data-handling in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/maintainx-data-handling in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill maintainx-data-handling -a codex`. Or copy the skill folder (skills/.curated/maintainx-data-handling in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/maintainx-data-handling in your project. Codex loads it when a task matches its description.
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-data-handling -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-data-handling, .gemini/skills/maintainx-data-handling, .github/skills/maintainx-data-handling and .opencode/skills/maintainx-data-handling in your project.
SKILL.md names no scripts, command-line tools or credentials: Maintainx Data Handling 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.
SKILL.md names 2 domains. As links in the text: cloud.google.com and csv.js.org. This is read from the text; nothing was executed.
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.
Maintainx Data Handling is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.9k tokens (SKILL.md is roughly 7.5k 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 4k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Maintainx Data Handling: Airflow State Store (astronomer/agents, 451 stars), Dbt Model Index (warpdotdev/oz-skills, 824 stars), Erd Studio Setup (liam-machine/erd-studio, 165 stars) and dbt Incremental Models (AltimateAI/data-engineering-skills, 128 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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.