Home / analytically-ai / truequery · GitHub

truequery SKILL.md skillA

truequery from analytically-ai/truequery is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add analytically-ai/truequery/truequery@git:20261104.8ff573e

Pins git:20261104.8ff573e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
analytically-ai/truequery
Path
plugin/skills/truequery/SKILL.md
Versions recorded
4
Latest version
git:20261104.8ff573e, committed Nov 4, 2026
First version recorded
Oct 22, 2026
Size
5,427 bytes
Repository stars
10
License
Apache-2.0

TrueQuery data-work partner. Use for building pipelines/models, defining metrics, analyzing data, or reviewing SQL — one standard, checked offline as you work.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# TrueQuery

One standard for data work, checked offline as you work. The checker finds
bugs; you judge the rest. This skill works standalone — no hooks, no
warehouse, no network.

## First move

Most sessions start with `/truequery build …` or `/truequery ask …`,
which follow `flow.md` (look → ask in one call → contract first → build
→ check → receipt → remember). Whatever the command, call
`truequery context [--target <path>]` before touching data code. It returns the project truth (stack, dialect, modes), only the
contracts your target references, and directives (`MODE`,
`CONTRACT_MISSING`: no contract for that table; `CONTEXT_STALE`: no
`DATA.md`, so suggest `/truequery init`). Obey them; don't reload them.

## Invocation

`/truequery <command> …` routes on the first word (`build`, `ask`,
`metric`, `analyze`, `review`, `init`, `harden`, `hooks`). If the harness
installs the skill namespaced and only accepts `/truequery:build`,
that form works too — same procedures. `model`, `ingest` and
`orchestrate` are aliases that preset `build`'s intent.

## Principles

1. A silently wrong number is worse than a loud error. Prefer checks
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add analytically-ai/truequery/truequery@sha256:a2268e076d1d6ba2

The line at the top of this page pins the label git:20261104.8ff573e, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_yxayaty7azqonl7w.svg)](https://markdownregistry.com/a/art_yxayaty7azqonl7w)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 4 versions of this file, between Oct 22, 2026 and Nov 4, 2026, about one every 4 days.

versioncommittedcommitsizeaudit
git:20261104.8ff573e latest2026-11-04 8ff573e 5,427 BA view · diff
git:20261027.2929e1b2026-10-27 2929e1b 5,371 BA view · diff
git:20261026.33264562026-10-26 3326456 5,397 BA view · diff
git:20261022.6b9e14a2026-10-22 6b9e14a 5,381 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5427 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

analytically-ai/truequery · 10 stars · license Apache-2.0 · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_yxayaty7azqonl7w
GET https://markdownregistry.com/api/v1/resolve?ref=analytically-ai/truequery/truequery
GET https://markdownregistry.com/api/v1/blob/a2268e076d1d6ba2ba63d26a22d26ccef67d215fb3605ac1fb8a688d8badddb5

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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