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/lucas-ren/ai-studio/agents-mdgit clone --depth 1 https://github.com/Lucas-Ren/ai-studioWrote 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/lucas-ren/ai-studio/agents-md)<a href="https://agentmods.dev/instructions/lucas-ren/ai-studio/agents-md"><img src="https://agentmods.dev/badge/instructions/lucas-ren/ai-studio/agents-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 | $0.00083 | $0.00083 |
| Opus 5 | $0.00042 | $0.00042 |
| Sonnet 5 | $0.00017 | $0.00017 |
| Haiku 4.5 | $0.00008 | $0.00008 |
Grade A, and why
ai-studio 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 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- ai-studio CLAUDE.md — 92% identical, 2 lines differ
What it actually says
AI 制片厂 — Codex 入口
系统规则统一由
_System/AI_Studio_Core.md管理。请勿直接修改本文件。 个人偏好请写入User_Overrides.local.md（新用户请复制User_Overrides.md重命名）。
@_System/AI_Studio_Core.md @User_Overrides.local.md
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 · 8 lines · 83 tokens per session scan A 933812b67451
ai-studio AGENTS.md is an instructions file published in the GitHub repository Lucas-Ren/ai-studio (5 stars, last pushed 1mo ago), licensed MIT. It adds 83 tokens to every session, about $0.0004 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
content-factory AGENTS.md
Instructions for mikeshu2001/content-factory, covering content factory - инструкция для агента, главный принцип, что не делать, где искать правила and настройка под проект.
agi-in-md CLAUDE.md
Instructions for Cranot/agi-in-md, covering agi in md, the compression taxonomy, key results, foundation (rounds 1-24) and levels 8-13 (rounds 25-26).
claude-skills-library AGENTS.md
AGENTS.md instructions for frankxai/claude-skills-library, covering repository instructions, classification, agent rules, class-specific guidance and handoff.
Djordjes-Claude-Setup CLAUDE.md
Claude Code instructions for DjordjeMojsilovic/Djordjes-Claude-Setup, a project described as: My personal Claude setup – 11 custom skills, CLAUDE.md config and a complete prompting guide for vibe coding and multi-agent workflows.
skeleton AGENTS.md
AGENTS.md instructions for alexwoo-awso/skeleton, covering agents.md, project overview, architecture, key integration points and development commands.
skeleton CLAUDE.md
Claude Code instructions for alexwoo-awso/skeleton, covering claude.md, project overview, architecture, key integration points and development commands.