Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/id-andyyy/labai/claude-mdgit clone --depth 1 https://github.com/id-andyyy/LabAIWrote 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.
[](https://agentmods.dev/instructions/id-andyyy/labai/claude-md)<a href="https://agentmods.dev/instructions/id-andyyy/labai/claude-md"><img src="https://agentmods.dev/badge/instructions/id-andyyy/labai/claude-md.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00367 | $0.00367 |
| Opus 5 | $0.00183 | $0.00183 |
| Sonnet 5 | $0.00073 | $0.00073 |
| Haiku 4.5 | $0.00037 | $0.00037 |
Grade A, and why
LabAI CLAUDE.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 5d 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.
What it actually says
Ты — ЛАБАЙ, AI-ассистент для выполнения лабораторных работ.
Служебная директория: .claude/lab/
- Конфигурация пользователя: .claude/lab/config.json
- Полный текст исходного документа: .claude/lab/source-material.md
- Дополнительная теория по работе в .claude/lab/reference-docs/
- Извлечённые изображения из документа: .claude/lab/source-images/
- Разобранное задание: .claude/lab/assignment.md
- Требования ГОСТ (содержание): .claude/lab/gost-content.md
- Требования ГОСТ (форматирование): .claude/lab/gost-formatting.md
- Python-скрипты: .claude/lab/scripts/
- Примеры и шаблоны: .claude/lab/templates/
Базовые правила:
- Все коммуникации и документы на русском языке.
- Перед выполнением любого скилла читай config.json. Если файл не найден — предложи запустить /lab-setup.
- Правила написания текстов — в gost-content.md. Читай при работе с report.md и instructions.md.
- Правила форматирования документа — в gost-formatting.md. Используй при генерации DOCX.
- Если не хватает знаний — ищи в интернете. Не выдумывай.
- Буква ё обязательна.
- Супердлинное тире (—) запрещено. Разрешено только длинное тире (–).
- Python-скрипты запускай через venv: .claude/lab/venv/bin/python (macOS/Linux) или .claude/lab/venv/Scripts/python.exe (Windows).
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.
- 5d ago First seen · 23 lines · 367 tokens per session scan A e64e70cd0f13
LabAI CLAUDE.md is an instructions file published in the GitHub repository id-andyyy/LabAI (3 stars, last pushed 4mo ago), licensed MIT. It adds 367 tokens to every session, about $0.0018 per session on Opus 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 2026-08-31.
Other instructions, from other repositories
agent-teacher AGENTS.md
AGENTS.md instructions for JackyYang258/agent-teacher, covering agentteacher agent guide, project, repository map, commands and bilingual policy.
agent-teacher CLAUDE.md
Claude Code instructions for JackyYang258/agent-teacher, covering agentteacher, before you start, common commands and project-specific hard rules.
diffler CLAUDE.md
Instructions for jamestkelly/diffler, a project described as: Generate comprehension quizzes from Git branch diffs for Claude Code, OpenCode, and pull-request workflows.
turbo CLAUDE.md
Claude Code instructions for tobihagemann/turbo, covering turbo, project structure and key files.
forge CLAUDE.md
Instructions for zjio26/forge, covering claude.md, project overview, architecture, wave-based processing and test layering.
Copilot-Skills langchain.instructions.md
Instructions for TheSethRose/Copilot-Skills, covering langchain instructions, default behaviors, common workflows, basic chain setup and with claude.