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mx-data-explore

mx-data-explore is a skill for Claude Code from miXshift/mx-claude-plugin. It costs 134 tokens per session (9,237 once invoked), scanned A, original, no licence file.

A read-only tool for querying MixShift’s MySQL data warehouse, a database used for reporting and analysis, and exporting samples or results as CSV files. It covers Amazon advertising, sales operations, orders, inventory, and catalogue data.

In plain words
What is it for?
It helps run ad-hoc queries, inspect samples, and export data about Sponsored Ads, DSP, Seller Central, Vendor Central, revenue, orders, inventory, and product catalogue dimensions.
Why use it?
It avoids writing separate queries for each investigation and keeps exploratory work from changing the underlying data.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the mixshift-ai plugin — 34 skills, 1 hook shipped together

not rated 2repo changed 16d ago A scan 134 tokens custom licence

Good fit It helps run ad-hoc queries, inspect samples, and export data about Sponsored Ads, DSP, Seller Central, Vendor Central, revenue, orders, inventory, and product catalogue dimensions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/mixshift/mx-claude-plugin/mx-data-explore
View source ↗ miXshift/mx-claude-plugin
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add miXshift/mx-claude-plugin --skill mx-data-explore
Clone the repo
git clone --depth 1 https://github.com/miXshift/mx-claude-plugin

Made for: Claude Code.

Or install mixshift-ai, the plugin that ships this one along with the rest of its 34 skills, 1 hook.

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 mx-data-explore

README.md
[![agentmods](https://agentmods.dev/badge/skills/mixshift/mx-claude-plugin/mx-data-explore/github.svg)](https://agentmods.dev/skills/mixshift/mx-claude-plugin/mx-data-explore)
Your own site
<a href="https://agentmods.dev/skills/mixshift/mx-claude-plugin/mx-data-explore"><img src="https://agentmods.dev/badge/skills/mixshift/mx-claude-plugin/mx-data-explore/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 mx-data-explore

Your own site · 80×15
<a href="https://agentmods.dev/skills/mixshift/mx-claude-plugin/mx-data-explore"><img src="https://agentmods.dev/badge/skills/mixshift/mx-claude-plugin/mx-data-explore.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 134 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 9,237 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.
Origin unknown 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 $0.00134 $0.09237
Opus 5.5 $0.00054 $0.03695
Sonnet 5.5 $0.00027 $0.01847
Haiku 4.5 $0.00013 $0.00924

Measured 16d ago against content hash 0a9ca7407135, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

mx-data-explore 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 16d 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.

plugins/mixshift-ai/skills/mx-data-explore/SKILL.md · 520 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 16d ago Changed · +1 lines 0a9ca7407135
  2. 17d ago Changed · +13 lines 3cfa38413cf6
  3. 28d ago Changed · +21 lines 03b44287f005
  4. 1mo ago Changed · +1 lines 904e61fcb7a0
  5. 1mo ago Changed · +7 lines de79966a3b8e
  6. 1mo ago Changed f7b604c95f6e
  7. 2mo ago First seen · 477 lines · 134 tokens per session scan A 5b69af45a258

Subscribe to this mod's changes

mx-data-explore is a skill published in the GitHub repository miXshift/mx-claude-plugin (2 stars, last pushed yesterday), with no licence file. It adds 134 tokens to every session and 9,237 once invoked, about $0.0005 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 2026-08-31.

Analytics and metricsDatabases
Related

mx-data-explore compared with skills from other repositories

mx-data-explore next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
mx-data-exploremiXshift/mx-claude-pluginSkill2yesterdaynoneA134Claude Code
create-prprisma/ormSkill48kyesterdayApache-2.0A48Claude Code, Codex
schema-explorationlangchain-ai/deepagentsSkill31ktodayMITA57Claude Code, Codex
atlas-mssqlariga/atlasSkill8.8k2d agoApache-2.0A163Claude Code
ha-data-storesshiwenwen/hope-agentSkill1.9ktodayMITA115Claude Code, Codex
nornicdb-cypher-queriesorneryd/NornicDBSkill924todayMITA79Claude Code, Codex
volcengine-rds-postgresqlbytedance/agentkit-samplesSkill484yesterdayApache-2.0A63Claude Code, Codex