pipelines: Instructions file for Codex

AGENTS.md

pipelines AGENTS.md is an instructions file for Codex, OpenCode from basedosdados/pipelines. It costs 5,206 tokens per session, scanned A, original, no licence file.

Repository instructions for working on basedosdados/pipelines, including its project overview, structure, environment, and Prefect pipelines. Prefect is a tool for building and running data workflows.

In plain words
What is it for?
They help agents understand the codebase, its setup, and how to modify or run its data pipelines.
Why use it?
They give coding agents the project-specific context needed to work consistently in that repository.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md.

This is basedosdados/pipelines's own configuration. It tells Codex and OpenCode how to work on pipelines 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 pipelines configures →

Reuse

Borrowing it

Nothing to install: this file belongs to basedosdados/pipelines. 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/basedosdados/pipelines/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/basedosdados/pipelines

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.

agentmods badge for pipelines AGENTS.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/basedosdados/pipelines/agents-md/github.svg)](https://agentmods.dev/instructions/basedosdados/pipelines/agents-md)
Your own site
<a href="https://agentmods.dev/instructions/basedosdados/pipelines/agents-md"><img src="https://agentmods.dev/badge/instructions/basedosdados/pipelines/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.

agentmods 80×15 button for pipelines AGENTS.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/basedosdados/pipelines/agents-md"><img src="https://agentmods.dev/badge/instructions/basedosdados/pipelines/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 5,206 This file is loaded in full into every session.
When invoked 5,206 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 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 $0.05206 $0.05206
Opus 5.5 $0.02082 $0.02082
Sonnet 5.5 $0.01041 $0.01041
Haiku 4.5 $0.00521 $0.00521

Measured 1mo ago against content hash afb429c41e22, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

pipelines 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 1mo 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 · 387 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 1mo ago Changed · -1 tokens per session afb429c41e22
  2. 1mo ago Changed · +22 lines · +417 tokens per session 86e190afd31e
  3. 1mo ago Changed · +7 lines · +183 tokens per session a201912b6ebd
  4. 2mo ago First seen · 358 lines · 4,607 tokens per session scan A 8f66acfbbf1e

Subscribe to this mod's changes

pipelines AGENTS.md is an instructions file published in the GitHub repository basedosdados/pipelines (52 stars, last pushed yesterday), with no licence file. It adds 5,206 tokens to every session, about $0.0208 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 2026-09-01.

Related

pipelines AGENTS.md compared with instructions from other repositories

pipelines AGENTS.md next to 6 instructions from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
pipelines AGENTS.mdbasedosdados/pipelinesInstructions file52yesterdaynoneA5,206Codex, OpenCode
vscode buildNext.instructions.mdmicrosoft/vscodeInstructions file195kyesterdayMITA9,719GitHub Copilot
next.js AGENTS.mdvercel/next.jsInstructions file143kyesterdayMITA7,461Codex, OpenCode
langchain AGENTS.mdlangchain-ai/langchainInstructions file149kyesterdayMITA4,680Codex, OpenCode
vscode oss-third-party-notices.instructions.mdmicrosoft/vscodeInstructions file195kyesterdayMITA5,516GitHub Copilot
vscode copilot-instructions.mdmicrosoft/vscodeInstructions file195kyesterdayMITA3,093GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harnessInstructions file274k2d agoMITA4,313Codex, OpenCode