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dataforseo-brain: Instructions file for Codex

AGENTS.md

dataforseo-brain AGENTS.md is an instructions file for Codex, OpenCode from AgriciDaniel/dataforseo-brain. It costs 299 tokens per session, scanned A, a copy of youtuber AGENTS.md, MIT.

Instructions for DataForSEO Brain, a research system that connects data from DataForSEO, an online search-marketing data service. They define how to read its documents, record evidence, check integrations, and package releases.

In plain words
What is it for?
They guide audits, source tracking, adapter checks, compilation, tests, release packaging, and maintenance of its Obsidian documentation and dashboards. Obsidian is a tool for organizing linked notes.
Why use it?
They prevent unsupported claims and incomplete releases by requiring dated sources, preserved raw material, and verification scripts. They also make clear that the current system is advisory and read-only.

Instructions file for CodexOpenCode

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

This is AgriciDaniel/dataforseo-brain's own configuration. It tells Codex and OpenCode how to work on dataforseo-brain 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 dataforseo-brain configures →

not rated 61repo +2 1mo ago A scan 299 tokens copy · 95% MIT
View source ↗ AgriciDaniel/dataforseo-brain agricidaniel.github.io
Reuse

Borrowing it

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

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 dataforseo-brain AGENTS.md

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

Your own site · 80×15
<a href="https://agentmods.dev/instructions/agricidaniel/dataforseo-brain/agents-md"><img src="https://agentmods.dev/badge/instructions/agricidaniel/dataforseo-brain/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 299 This file is loaded in full into every session.
When invoked 299 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 95% copy Near-identical to another mod 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 $0.00299 $0.00299
Opus 5.5 $0.00120 $0.00120
Sonnet 5.5 $0.00060 $0.00060
Haiku 4.5 $0.00030 $0.00030

Measured 2mo ago against content hash 2b37a13d352e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

dataforseo-brain 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.

Origin

This is a copy

95% identical to youtuber AGENTS.md — 4 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

AGENTS.md · 38 lines

What it actually says

DataForSEO Brain Agent Instructions

The canonical agent entrypoint is SKILL.md; this file exists for agent runtimes that load project-level AGENTS.md instructions.

Read Order

  1. SKILL.md
  2. README.md
  3. docs/OPERATOR_KIT.md
  4. docs/PRODUCT_BOUNDARIES.md
  5. references/product-spec.md
  6. references/source-ledger.json
  7. references/adapter-manifest.json

Operating Rules

  • Do not call this brain market-ready unless scripts/audit_brain.py --require market-ready passes.
  • A scaffold is not a finished brain.
  • Domain-specific claims require dated trustworthy sources.
  • Research evidence must be recorded in references/source-ledger.json.
  • Adapter completion must be recorded in references/adapter-manifest.json.
  • Preserve .raw/ as immutable source material.
  • Keep Obsidian wiki/, CODEX.md, dashboards, canvases, frontmatter, wikilinks, graph hygiene, and source citations healthy.
  • V1 is advisory and read-only unless a future release defines approval and rollback for mutations.

Verification

python -m compileall scripts dataforseo_brain tests
python tests/test_pipeline.py
python scripts/audit_brain.py --json
python scripts/package_release.py --version 0.1.0
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 · 38 lines · 299 tokens per session scan A 2b37a13d352e

Subscribe to this mod's changes

dataforseo-brain AGENTS.md is an instructions file published in the GitHub repository AgriciDaniel/dataforseo-brain (61 stars, last pushed 1mo ago), licensed MIT. It adds 299 tokens to every session, about $0.0012 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 95% identical to youtuber AGENTS.md, differing in 4 lines, and is treated as a copy.

Marketing and SEOResearchdataforseogeoknowledge-baseobsidianseoseo-api
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dataforseo-brain AGENTS.md next to 6 instructions from other repositories
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deepseek-harness AGENTS.mddeepseek-ai/deepseek-harnessInstructions file274k2d agoMITA4,313Codex, OpenCode