demo-data

demo-data is a skill for Claude Code from mendixlabs/mxcli. It costs 66 tokens per session (4,637 once invoked), scanned A, original, Apache-2.0.

Instructions for inserting test or demo records directly into a Mendix application's PostgreSQL database. Mendix is a low-code platform, and PostgreSQL is a database system.

In plain words
What is it for?
Use it to read database settings, inspect schemas or row counts, insert bulk demo data, and create correct Mendix IDs and relationships.
Why use it?
It lets you prepare data before the app's screens exist and handle imports that would be impractical through the Mendix interface.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

Needs its repository: it reads a path above its own folder, which exists only inside the repository. The line is [verify-with-oql](../verify-with-oql/SKILL.md)..

Good fit Use it to read database settings, inspect schemas or row counts, insert bulk demo data, and create correct Mendix IDs and relationships.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/mendixlabs/mxcli
agentmods
npx agentmods add skills/mendixlabs/mxcli/demo-data

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for demo-data

README.md
[![agentmods](https://agentmods.dev/badge/skills/mendixlabs/mxcli/demo-data/github.svg)](https://agentmods.dev/skills/mendixlabs/mxcli/demo-data)
Your own site
<a href="https://agentmods.dev/skills/mendixlabs/mxcli/demo-data"><img src="https://agentmods.dev/badge/skills/mendixlabs/mxcli/demo-data/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for demo-data

Your own site · 80×15
<a href="https://agentmods.dev/skills/mendixlabs/mxcli/demo-data"><img src="https://agentmods.dev/badge/skills/mendixlabs/mxcli/demo-data.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 66 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,637 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00066 $0.04637
Opus 5.5 $0.00026 $0.01855
Sonnet 5.5 $0.00013 $0.00927
Haiku 4.5 $0.00007 $0.00464

Measured 5d ago against content hash 2844c613e93b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

demo-data scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/skills/mendix/demo-data/SKILL.md · 500 lines

How it starts

The opening of the file, as written. The whole thing — 500 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Find it fast

sed -n '<from>,<to>p' SKILL.md one section rather than reading the file; ./mxcli syntax <topic> answers how do I write this for a fraction of either.

lines section
28-33 Purpose
34-42 When to Use This Skill
43-76 Step 1: Get Database Settings
77-103 Step 2: Connect to the Database
104-165 Step 3: Understand the Mendix ID System
166-253 Step 4: Check Association Storage and Optimistic Locking
254-355 Step 5: Insert Demo Data
356-401 Important Caveats
402-447 Quick Reference
448-494 Automated Alternative: IMPORT FROM
495-499 Related Skills

Skill: Connect to Application Database and Generate Demo Data

Purpose

Connect directly to the Mendix application's PostgreSQL database from a devcontainer and insert demo data — bypassing the runtime. Covers reading DB settings, understanding Mendix's internal ID system, and safely inserting rows with correct IDs and association links.

When to Use This Skill

  • User asks to seed or populate the database with test/demo data
  • User needs data in the app before the UI is built
  • User wants to inspect the database directly (schema, row counts, etc.)
  • Bulk data import that is impractical through the Mendix UI

Step 1: Get Database Settings

Use mxcli to read the project's configured database connection:

./mxcli -p <project>.mpr -c "list settings;"

Example output:

| configuration 'Default' | PostgreSql, localhost:5434, db=mxcli2-dev, http=8080 |

For full credentials (username, password):

./mxcli -p <project>.mpr -c "describe settings;"

Example output:

mdl 1;
alter settings configuration 'Default' (
  DatabaseType: 'PostgreSql',
  DatabaseUrl: 'localhost:5434',
  DatabaseName: 'mxcli2-dev',
  DatabaseUserName: 'mendix',
  DatabasePassword: 'mendix',
  HttpPortNumber: 8080
);

Read the full file on GitHub · 500 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago Changed · +20 lines 2844c613e93b
  2. 14d ago Changed · +2 lines 1fd05fc53922
  3. 15d ago Changed · +1 lines da01d8002dfa
  4. 1mo ago First seen · 477 lines · 66 tokens per session scan A 479fbf4ff63e

Subscribe to this mod's changes

demo-data is a skill published in the GitHub repository mendixlabs/mxcli (130 stars, last pushed yesterday), licensed Apache-2.0. It adds 66 tokens to every session and 4,637 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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