What is query-superset?

A Windows tool for running limited read-only SQL queries through Apache Superset, a web application for exploring data. It uses Superset's SQL Lab with username-and-password login.

Use it to check connectivity, inspect tables and columns, run SELECT queries, export small results, save query evidence, and diagnose login or permission problems.

It gives an agent a defined way to inspect data without inventing a connection method. It also helps identify when a Superset setup is incompatible, such as when it requires SSO or MFA.

query-superset — Skill for Codex by Bono12138/bonobox

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 Bono12138/bonobox --skill query-superset

Clone the repo

git clone --depth 1 https://github.com/Bono12138/bonobox

Made for: Codex.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/bono12138/bonobox/query-superset/github.svg)](https://agentmods.dev/skills/bono12138/bonobox/query-superset)

Your own site

<a href="https://agentmods.dev/skills/bono12138/bonobox/query-superset"><img src="https://agentmods.dev/badge/skills/bono12138/bonobox/query-superset/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/bono12138/bonobox/query-superset"><img src="https://agentmods.dev/badge/skills/bono12138/bonobox/query-superset.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 73 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 1,338 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 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.

Model	Per session	Once invoked
Fable 5.1	$0.00073	$0.01338
Opus 5.5	$0.00029	$0.00535
Sonnet 5.5	$0.00015	$0.00268
Haiku 4.5	$0.00007	$0.00134

Measured 2mo ago against content hash ca5aacbd8ade, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

query-superset 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 2mo ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/superset_query.py, scripts/test_superset_query.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

tools/superset-query/query-superset/SKILL.md · 98 lines

How it starts

The opening of the file, as written. The whole thing — 98 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Query Superset

Use scripts/superset_query.py as the only query implementation. This release supports Windows, username/password form login, and the legacy synchronous SQL Lab endpoint used by some Superset deployments. Do not claim support for SSO, MFA, API-token login, Power BI, or every Superset version.

1. Check compatibility before setup

Read references/capabilities.md. Confirm all of the following:

the user is on Windows with Python 3.10 or newer;
the user can open Superset and use SQL Lab with their own account;
the deployment accepts username/password form login;
the user knows the SQL Lab database connection ID and default schema;
the organization allows the selected Agent and model to process the intended data.

If the deployment uses SSO, MFA, a custom login form, disables the legacy SQL Lab endpoint, or is not Superset, do not force it through the current client. Diagnose the boundary first. In a separate local branch, an Agent may make the smallest general adaptation or add a separate connector when it can do so without changing the enterprise platform or weakening authentication, TLS, VPN, or permissions. Test the original path and the new path. Record every outcome in a redacted compatibility Issue; prepare a linked Pull Request for a general, minimal, tested code change. If the Agent cannot adapt it safely, the Issue remains the useful result.

2. Configure without exposing credentials

Run in an interactive Windows terminal:

python scripts/superset_query.py configure
python scripts/superset_query.py auth
python scripts/superset_query.py status
python scripts/superset_query.py doctor

auth hides the password while it is typed and stores it with Windows DPAPI. Never ask the user to paste a password, cookie, CSRF token, or session into chat, a project file, an Issue, or Git.

doctor must execute a real SELECT 1. Do not describe the installation as working until it passes. Keep TLS verification enabled. If an internal certificate requires a CA bundle, configure the approved CA file rather than disabling verification.

Read the full file on GitHub · 98 lines

Files

What ships with it

4 files 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.

2mo ago First seen · 98 lines · 73 tokens per session scan A ca5aacbd8ade

Subscribe to this mod's changes

query-superset is a skill published in the GitHub repository Bono12138/bonobox (6 stars, last pushed 1mo ago), licensed MIT. It adds 73 tokens to every session and 1,338 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 2026-08-31.

Analytics and metrics Databases Python ai-agents ai-tools automation mcp model-context-protocol

query-superset next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
query-supersetBono12138/bonobox	Skill	6	1mo ago	MIT	A	73	Codex
api-canvascyanheads/obsidian-mcp-server	Skill	702	7d ago	Apache-2.0	A	85	Claude Code
api-mirrorcyanheads/obsidian-mcp-server	Skill	702	7d ago	Apache-2.0	A	68	Claude Code
python-database-ops0xDarkMatter/claude-mods	Skill	79	7d ago	MIT	A	43	Claude Code
@elad12390/web-research-assistantelad12390/web-research-assistant	Skill	9	10d ago	MIT	A	150	Claude Code, Codex
mcp-tool-developerLiHongwei-cn/lihongwei-cn	Skill	5	29d ago	MIT	A	38	Claude Code, Codex
api-canvascyanheads/pubmed-mcp-server	Skill	167	4d ago	Apache-2.0	A	85	Claude Code