vibe-autopilot

vibe-autopilot is a skill for Claude Code from xushuodasd/VIBE-Claude-Plugin. It costs 27 tokens per session (2,873 once invoked), scanned A, original, MIT.

A set of instructions for running a development workflow continuously with little or no human intervention. It covers planning, coding, testing, review, and repeated fixes, with work tracked in a task file.

In plain words
What is it for?
Use it for requests for hands-free, around-the-clock development, including task planning, implementation loops, testing, review, and handling repeated failures.
Why use it?
It gives autonomous development work a defined sequence and records progress so the work can continue without relying on conversation memory.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions subagents; mentions Claude Code.

Part of the vibe-claude-plugin plugin — 25 skills, 1 command shipped together

Good fit Use it for requests for hands-free, around-the-clock development, including task planning, implementation loops, testing, review, and handling repeated failures.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/xushuodasd/vibe-claude-plugin/vibe-autopilot
Install

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.

Any agent
npx skills add xushuodasd/VIBE-Claude-Plugin --skill vibe-autopilot
Clone the repo
git clone --depth 1 https://github.com/xushuodasd/VIBE-Claude-Plugin

Made for: Claude Code.

Or install vibe-claude-plugin, the plugin that ships this one along with the rest of its 25 skills, 1 command.

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 vibe-autopilot

README.md
[![agentmods](https://agentmods.dev/badge/skills/xushuodasd/vibe-claude-plugin/vibe-autopilot/github.svg)](https://agentmods.dev/skills/xushuodasd/vibe-claude-plugin/vibe-autopilot)
Your own site
<a href="https://agentmods.dev/skills/xushuodasd/vibe-claude-plugin/vibe-autopilot"><img src="https://agentmods.dev/badge/skills/xushuodasd/vibe-claude-plugin/vibe-autopilot/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 vibe-autopilot

Your own site · 80×15
<a href="https://agentmods.dev/skills/xushuodasd/vibe-claude-plugin/vibe-autopilot"><img src="https://agentmods.dev/badge/skills/xushuodasd/vibe-claude-plugin/vibe-autopilot.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 27 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,873 The whole file, excluding the scripts and references it only reads on demand.
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 $0.00027 $0.02873
Opus 5.5 $0.00011 $0.01149
Sonnet 5.5 $0.00005 $0.00575
Haiku 4.5 $0.00003 $0.00287

Measured 2mo ago against content hash 9de35105d58a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

vibe-autopilot 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.

skills/vibe-autopilot/SKILL.md · 180 lines

How it starts

The opening of the file, as written. The whole thing — 180 lines — stays where its author put it; the contents beside it link to each section on GitHub.

自动驾驶工作流 (Autopilot 24/7)

1. 文档目的

赋予 AI “全自动、不间断”的执行能力。在需求沟通阶段充分提问与确认,但一旦进入正式开发阶段,自动串联所有 VIBE 工作流(编码 -> 测试 -> 审查 -> 迭代),期间禁止停顿等待用户确认,自动采用最优解执行,直到最终交付。

2. 自动驾驶核心法则 (Smart Autopilot)

  • 需求期充分沟通:在需求分析和架构设计阶段,必须主动向用户提问,澄清模糊点,确保方向完全正确。
  • 开发期绝对静默 (NO HUMAN PAUSES):一旦需求确认并进入正式编码阶段(阶段二),禁止提问。除非遇到严重且无法自行解决的环境死锁,否则禁止使用“您看这样可以吗?”、“需要我继续吗?”等话术,遇到分支选择时直接采用最优解。
  • 状态机依赖 (Document as State):禁止依赖大脑记忆!所有的进度、状态必须实时更新到 tasks.md 中。如果感觉上下文变慢或混乱,主动提示用户使用 /clear 清理上下文,随后读取 tasks.md 即可满血复活。
  • 事不过三熔断机制 (Circuit Breaker):在处理报错、跑测试或解决依赖冲突时,如果同一个问题连续尝试修复超过 3 次均失败,必须立即停止死磕!将该任务在 tasks.md 中标记为 [Blocked],记录原因,然后强制跳过,去执行下一个未完成的任务。

3. 24小时全链路循环引擎

当用户触发此工作流时,严格按照以下顺序执行:

阶段一:需求沟通与架构规划(允许且鼓励提问)

  1. 自动执行 vibe-analyze-req:当用户是从头开始一个全新项目时,触发此技能。与用户进行多轮对话,澄清项目背景、核心功能、UI 风格(如深色工业风)等细节。
  2. (如果是已有项目的新需求,则触发 vibe-analyze-new)。
  3. 生成核心文档:确认需求后,生成 PRD(需求文档),并自动执行 vibe-architecture 和 vibe-database 生成架构与数据库文档。
  4. 自动执行 vibe-plan 生成 tasks.md(任务拆解清单)。
  5. 最后一次确认:向用户展示 tasks.md 并询问“是否可以开始全自动开发?”。一旦用户同意,进入阶段二。

阶段二:无人值守编码循环 (Subagent-Driven Loop - 开发期绝对静默)

由于 AI 上下文窗口有限,对于 tasks.md 中的复杂任务,必须采用**子智能体分发(Subagent Delegation)**策略。 读取 tasks.md 中的任务,针对每一个未完成的最小模块任务执行以下死循环(全自动,零打断,遇问题按最优解自动处理):

  1. 工作树隔离 (Git Worktree / Branching):在开始新任务前,建议在一个新的 Git 分支上进行开发,确保主分支的安全。
  2. API契约校验:确认该模块对应的 API 文档已存在,严格按照 API 文档的入参/出参约束进行开发。
  3. 最小模块编码 (企业级分层):
    • 隔离上下文,仅针对当前最小模块生成代码。
    • 严格遵循企业级规范(前端:Components/Hooks/API Clients;后端:Controller/Service/Repository)。
    • 自动触发 vibe-frontend 或 vibe-backend。
  4. 测试与组装:编码完毕后,立即触发 vibe-test 运行单元测试(RED-GREEN-REFACTOR),将通过测试的模块与其他模块进行组装。
    • 如果测试失败:自动修复代码,重新运行。
    • 如果测试成功:进入下一步。
  5. 安全与质量:触发 vibe-security 与 vibe-review 检查当前代码块。
  6. 美化(如果是前端任务):触发 vibe-ui-beautify 注入工业风和“果汁感”动画。
  7. 打勾:在 tasks.md 中将该任务标记为已完成 [x],并提交代码 (Git Commit)。
  8. 继续:自动读取下一个 [ ] 任务,重复阶段二,直至系统拼装完毕。

阶段三:自动交付与文档更新

  1. 端到端真机验证:所有任务完成后,触发 vibe-e2e 启动项目、打开浏览器、逐页验证功能可用性。P0/P1 问题必须修复后才能继续交付。
  2. 自动触发 vibe-api-docs 更新接口文档。
  3. 自动更新 AI_DEVELOPMENT_DOC.md 记录本次无人值守开发过程中的踩坑和经验。
  4. 向用户输出最终的交付总结报告。

Read the full file on GitHub · 180 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. 2mo ago First seen · 180 lines · 27 tokens per session scan A 9de35105d58a

Subscribe to this mod's changes

vibe-autopilot is a skill published in the GitHub repository xushuodasd/VIBE-Claude-Plugin (4 stars, last pushed 4mo ago), licensed MIT. It adds 27 tokens to every session and 2,873 once invoked, about $0.0001 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 2026-08-31.

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