humanizer-ru: Instructions file for Codex

AGENTS.md

humanizer-ru AGENTS.md is an instructions file for Codex, OpenCode from Vladimir-Human/humanizer-ru. It costs 606 tokens per session, scanned A, original, MIT.

Repository instructions for humanizer-ru, a tool that removes signs of machine-generated writing from Russian text. They document mirrored files, rules that keep continuous integration checks passing, and validation steps.

In plain words
What is it for?
Editing the Russian-text processing skill, updating its markers and examples, keeping mirrored files synchronized, and running repository validation.
Why use it?
They prevent edits from leaving duplicate copies out of sync or violating the checks used before changes are accepted.

Instructions file for CodexOpenCode

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

This is Vladimir-Human/humanizer-ru's own configuration. It tells Codex and OpenCode how to work on humanizer-ru 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 humanizer-ru configures →

Reuse

Borrowing it

Nothing to install: this file belongs to Vladimir-Human/humanizer-ru. 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/Vladimir-Human/humanizer-ru/main/AGENTS.md
Clone the repo
git clone --depth 1 https://github.com/Vladimir-Human/humanizer-ru

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 humanizer-ru AGENTS.md

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

Your own site · 80×15
<a href="https://agentmods.dev/instructions/vladimir-human/humanizer-ru/agents-md"><img src="https://agentmods.dev/badge/instructions/vladimir-human/humanizer-ru/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 606 This file is loaded in full into every session.
When invoked 606 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 $0.00606 $0.00606
Opus 5.5 $0.00242 $0.00242
Sonnet 5.5 $0.00121 $0.00121
Haiku 4.5 $0.00061 $0.00061

Measured 2d ago against content hash 257a0790713c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

humanizer-ru 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 2d 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 · 43 lines

How it starts

The opening of the file, as written. The whole thing — 43 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AGENTS.md — для агентов, которые правят этот репозиторий

humanizer-ru — навык (Agent Skill), который переписывает русский ИИ-текст по-человечески и сверяет факты. Всё, что получает пользователь, лежит в skills/humanizer-ru/.

Карта

Путь Что это
skills/humanizer-ru/SKILL.md инструкция для агента, главный файл продукта
skills/humanizer-ru/references/ примеры «было → стало» и границы признаков
skills/humanizer-ru/scripts/ check_facts.py, clean_paste.py: только стандартная библиотека Python
eval/ слепое сравнение с другими навыками на русских ИИ-текстах
scripts/ проверка репозитория, проверка скриптов навыка на текстах замеров, сборка архива для Claude.ai
tests/ тесты скриптов и проверки репозитория
.grace/ требования, граф модулей и карта проверок (GRACE)

Правила

  1. Меняешь поведение навыка — прогони сравнение (eval/README.md) хотя бы на dev-наборе и сравни с прошлым итогом. Правка, которая ухудшает итог, не принимается.
  2. SKILL.md держи коротким: новое правило заменяет старое, а не добавляется сверху. Примеры — в references/.
  3. Скрипты навыка без внешних зависимостей. Новый случай — тест в tests/.
  4. Версия меняется одновременно в SKILL.md, .claude-plugin/*.json, .codex-plugin/plugin.json и CHANGELOG; python scripts/check_repo.py это проверяет.
  5. Переводы строк LF, без невидимых символов в файлах навыка.
  6. Не запускать локальные нейросетевые модели (решение владельца).
  7. Меняешь поведение скрипта — обнови контракт в коде и .grace/.

Перед коммитом:

python scripts/check_repo.py
python -m unittest discover -s tests

Меняешь скрипт навыка — ещё python scripts/check_scripts.py --against main: свойства на всех текстах eval/ должны выполняться, а каждую новую ошибку сверки прочитай глазами (ложная тревога на старых правках — дефект скрипта, а не правки).

Версия 3 (исследования, гейты, пакет PyPI, MCP) — в ветке legacy-v3, в main её не возвращать.

Read the full file on GitHub · 43 lines

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. 2d ago Changed · +4 lines · +83 tokens per session 257a0790713c
  2. 12d ago Changed · -93 lines · -1,571 tokens per session fd733e411a40
  3. 1mo ago Changed 72281ce2916d
  4. 1mo ago Changed · -19 tokens per session ea3b3f86befb
  5. 1mo ago Changed · +5 lines · +84 tokens per session d91dc0bd0cd2
  6. 1mo ago Changed · +3 lines · +67 tokens per session 6df75ff1199f
  7. 1mo ago Changed · +9 lines · +167 tokens per session 3d26af7c228b
  8. 1mo ago First seen · 115 lines · 1,795 tokens per session scan A 7e8ee696b60c

Subscribe to this mod's changes

humanizer-ru AGENTS.md is an instructions file published in the GitHub repository Vladimir-Human/humanizer-ru (134 stars, last pushed 2d ago), licensed MIT. It adds 606 tokens to every session, about $0.0024 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.

Related

Other instructions, from other repositories