Borrowing it
Nothing to install: this file belongs to DanielSuo117/velocitai. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/DanielSuo117/velocitai/main/AGENTS.mdgit clone --depth 1 https://github.com/DanielSuo117/velocitaiWrote 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/danielsuo117/velocitai/agents-md)<a href="https://agentmods.dev/instructions/danielsuo117/velocitai/agents-md"><img src="https://agentmods.dev/badge/instructions/danielsuo117/velocitai/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.
<a href="https://agentmods.dev/instructions/danielsuo117/velocitai/agents-md"><img src="https://agentmods.dev/badge/instructions/danielsuo117/velocitai/agents-md.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00495 | $0.00495 |
| Opus 5.5 | $0.00198 | $0.00198 |
| Sonnet 5.5 | $0.00099 | $0.00099 |
| Haiku 4.5 | $0.00049 | $0.00049 |
Grade A, and why
velocitai 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.
What it actually says
VelocitAI — Agent 使用说明
本文件是 GitHub Copilot CLI 及其他读取 AGENTS.md 的代理的入口文件。
这是什么？
VelocitAI 是一套针对 Python + Playwright + pytest POM 项目的 UI 自动化代理治理框架（Agent Harness）。 它提供技能（how-to 操作指南）、规则（must/must-not 强制约束）和自我进化机制。
技能与规则体系
- 技能位于
skills/目录 —— 每个子目录包含一个SKILL.md，提供分步操作说明。 - 规则位于
rules/目录 —— 包含反模式和最佳实践的强制约束。 - 路由技能为
skills/SKILL.md—— 负责编排多个子技能。
核心约束
- 运行测试前必须向用户确认
--env=pre或--env=prod，不得自行默认。 - 禁止自动提交或自动推送。列出变更并建议 commit message，由用户执行。
- 文档与代码冲突时，询问用户哪一方正确。
路由表
完整的任务到技能的路由映射，请参见 CLAUDE.md。
工具映射
| Claude Code 工具 | Copilot CLI 对应工具 |
|---|---|
| Skill | skill |
| Read | read_file |
| Edit | edit_file |
| Write | write_file |
| Bash | run_command |
| Grep | search |
| Glob | glob |
自我进化机制
完成任务或遇到问题后，将经验持久化：
- How-to（操作经验）→
skills/<主题>/SKILL.md - Must/Must-not（约束规则）→
rules/<规则域>/<规则>.md - 项目事实 →
docs/<文件>.md
写入前必须先过落库闸门：检索去重 → 每条规则带触发条件与失败现象 → 新建 skill/rule 先向用户提案。完整条款见 rules/agent-behavior/evolution-gate.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.
- 1mo ago Changed · +2 lines · +59 tokens per session 215a0aa185a5
- 1mo ago First seen · 44 lines · 436 tokens per session scan A f1b0f6451cdb
velocitai AGENTS.md is an instructions file published in the GitHub repository DanielSuo117/velocitai (158 stars, last pushed 1mo ago), licensed MIT. It adds 495 tokens to every session, about $0.0020 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.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deno copilot-instructions.md
Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.