dbt-data-privacy: Instructions file for Codex

AGENTS.md

dbt-data-privacy AGENTS.md is an instructions file for Codex, OpenCode from ubie-oss/dbt-data-privacy. It costs 285 tokens per session, scanned A, original, Apache-2.0.

Project instructions for dbt-data-privacy, a dbt package that uses SQL transformations and reusable macros to protect data in Google BigQuery.

In plain words
What is it for?
Use it when editing privacy macros or transformations, changing generated SQL, or running unit and integration checks for the package.
Why use it?
It defines the repository's supported warehouse, coding boundaries, documentation expectations, and tests needed when behavior changes.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: reads .claude/ paths; mentions AGENTS.md.

This is ubie-oss/dbt-data-privacy's own configuration. It tells Codex and OpenCode how to work on dbt-data-privacy itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything dbt-data-privacy configures →

Reuse

Borrowing it

Nothing to install: this file belongs to ubie-oss/dbt-data-privacy. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/ubie-oss/dbt-data-privacy/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/ubie-oss/dbt-data-privacy

Made for: Codex, OpenCode.

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.

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README.md
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Your own site
<a href="https://agentmods.dev/instructions/ubie-oss/dbt-data-privacy/agents-md"><img src="https://agentmods.dev/badge/instructions/ubie-oss/dbt-data-privacy/agents-md/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.

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Your own site · 80×15
<a href="https://agentmods.dev/instructions/ubie-oss/dbt-data-privacy/agents-md"><img src="https://agentmods.dev/badge/instructions/ubie-oss/dbt-data-privacy/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 285 This file is loaded in full into every session.
When invoked 285 The same file — it is already loaded in full.
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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00285 $0.00285
Opus 5.5 $0.00114 $0.00114
Sonnet 5.5 $0.00057 $0.00057
Haiku 4.5 $0.00028 $0.00028

Measured 2mo ago against content hash 732990260a41, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

dbt-data-privacy AGENTS.md 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.

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.

AGENTS.md · 27 lines

What it actually says

AGENTS.md

Repository Overview

  • This repository is a dbt package for privacy-protecting transformations and macros.
  • BigQuery is the only supported warehouse today.
  • Prefer minimal, focused changes that preserve existing macro behavior and test coverage.

Working Rules

  • Read the nearest README.md, relevant macro files, and existing tests before editing behavior.
  • Keep changes aligned with existing dbt and SQL style in the repository.
  • Do not modify unrelated generated or fixture data unless the task requires it.
  • If public behavior changes, update the relevant documentation in README.md or docs/.

Testing

  • For custom generic data tests (test blocks, dispatch, integration fixtures), follow .claude/skills/dbt-custom-generic-test/SKILL.md.
  • Run tests from the integration_tests directory.
  • For most code changes, run make run-unit-tests.
  • When behavior changes affect generated SQL or dbt execution flows, also run make run-integration-tests when the environment is available.

Repository-Specific Notes

  • Keep .cursor/sandbox.json aligned with the sandbox section of .claude/settings.json when either file changes.
  • GitHub workflow changes should stay consistent with the commands and paths used by this repository's Makefiles and test scripts.
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. 2mo ago First seen · 27 lines · 285 tokens per session scan A 732990260a41

Subscribe to this mod's changes

dbt-data-privacy AGENTS.md is an instructions file published in the GitHub repository ubie-oss/dbt-data-privacy (22 stars, last pushed today), licensed Apache-2.0. It adds 285 tokens to every session, about $0.0011 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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