AutoGPT

审查拉取请求的目的和代码差异，检查正确性、安全性、设计及测试，避免重复已有评论，并将标注严重程度的问题发布到对应代码行。

• 合并前审查拉取请求
• 检查代码变更的安全性
• 查找边界情况的测试缺口

利用Sentry测量数据比较变更前后或不同环境的速度与失败率，考虑统计波动，判定加速、减速、未检测到变化或数据不足，并输出比较结果。

• 比较发布前后的性能
• 验证预览环境与对照环境
• 检查其他操作是否变慢

用于编写、审查和重构React及Next.js代码，按优先级检查数据获取等待、浏览器下载的代码体积和不必要的重新渲染，逐步改善性能。

• 检查React代码的性能问题
• 减少数据获取的等待时间
• 缩小发送到浏览器的JavaScript体积

收集PR审查意见，推进代码修改、提交、回复及讨论串解决，同时持续检查CI失败、合并冲突和新增评论，跟进直至审查事项处理完成。

• 修改PR审查指出的问题
• 回复人工和机器人审查
• 调查并修复推送后的CI失败

反复审查和修复PR，检查未解决的讨论、评论回复、自动检查及合并冲突，并等待延迟到达的评论，将PR整理到可以合并的状态。

• 将PR整理到可合并状态
• 反复修复直到没有新问题
• 处理延迟到达的机器人审查

根据当前分支的前端差异选择测试对象，确认计划后编写验证页面操作和API响应的集成测试，并执行测试、格式整理、代码检查及类型检查。

• 为当前页面修改补充测试
• 验证加载、错误和空数据状态
• 测试表单和弹窗操作

为每个Git分支建立独立的开发文件夹，复制环境配置、安装依赖并生成Prisma client，集中完成并行开发环境的准备工作。

• 为PR准备独立开发环境
• 从dev创建新分支
• 将环境配置复制到新工作目录

在独立工作目录中运行多个Claude Code，统一分配开发任务、监控进度、协助恢复停止的会话，并检查PR测试及评审反馈的处理情况。

• 向多个代理分配开发任务
• 查看进度及空闲worktree
• 恢复停止工作的代理

使用Git工作树为同一仓库建立审查和并行开发目录，创建指定数量的工作分支，配置环境文件、复制branchlet配置并安装依赖。

• 克隆仓库后的初始配置
• 准备并行开发环境
• 创建专用PR审查环境

检查代码变更的测试情况及对现有功能的影响，按仓库模板创建PR，并继续处理评审请求、反馈意见和CI检查。

• 按指定模板创建PR
• 检查现有功能与新功能的测试
• 本地验证受限时请求机器人评审

在运行中的系统上通过浏览器和API验证PR或分支变更，对照界面、接口及存储数据的变化，并附上操作前后截图报告结果。

• 通过浏览器和API完整测试PR
• 对照界面、API及存储数据的变化
• 验证无效输入等异常情况

Use when a strategic partner needs more than an annual plan: one, three, and five-year horizons, a capability scorecard, and executive governance.

中文简介正在准备中。当前显示原文说明。

Draft a procurement decision memo that shows requirements, total cost, evidence gaps, risks, and approvals without selecting or binding.

中文简介正在准备中。当前显示原文说明。

Compare written policies with a named framework's control list and show gaps with evidence.

中文简介正在准备中。当前显示原文说明。

Review a pitch deck for decision flow, source support, internal consistency, clear metrics, and safe investor claims.

中文简介正在准备中。当前显示原文说明。

Define each pipeline stage with an entry rule, an exit rule, and required proof.

中文简介正在准备中。当前显示原文说明。

Use when the user names pricing, packaging, tiers, or discounts, or hands over a price list, competitor pricing, or deal terms: the pricing recommendation with guardrails and mix impact.

中文简介正在准备中。当前显示原文说明。

When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' 'monetization,' 'how much should I charge,' 'my pricing is wrong,' 'pricing page,' 'annual vs monthly,' 'per seat pricing,' 'should I offer a free plan,' 'pricing page teardown,' 'pricing page audit,' 'is my pricing page AI-readable,' or 'can AI read my pricing.' Use this whenever someone is figuring out what to charge, how to structure their plans, or wants to audit a pricing page (for humans and for the AI agents that shortlist tools). For in-app upgrade screens, see paywalls. For offer construction (bonuses, guarantees, value framing, naming) on services/courses/coaching/high-ticket B2B, see offers.

中文简介正在准备中。当前显示原文说明。

Draft a press release with the news first, checkable claims, approved quotes, and a boilerplate.

中文简介正在准备中。当前显示原文说明。

Use when a partner QBR or business review is coming: grade the quarter against benchmarks, co-draft the agenda, ship the pre-read, land the recap.

中文简介正在准备中。当前显示原文说明。

Build a scalable outbound B2B sales machine with specialized roles (SDR, AE, CSM). Use when the user mentions "outbound sales", "Cold Calling 2.0", "cold email sequences", "sales pipeline", "SDR process", "sales development", "build an outbound sales team", or "fill my pipeline". Also trigger when setting up a B2B SaaS sales team from scratch or building a lead-qualification framework to improve close rates. Covers the three lead types (seeds/nets/spears), role specialization, the referral-email method, ANUM qualification, and pipeline math. For offer design, see hundred-million-offers. For persuasion science, see influence-psychology.

中文简介正在准备中。当前显示原文说明。

Prepare an internal approval brief for a price or term request, with policy position, business case, risks, give-get, and named approvers.

中文简介正在准备中。当前显示原文说明。

Use when the user names positioning, messaging, narrative, or value props, or hands over a draft to sharpen: the positioning doc and the message house per audience.

中文简介正在准备中。当前显示原文说明。

Track and analyze portfolio company performance against plan. Ingests monthly/quarterly financial packages (Excel, PDF), extracts KPIs, flags variances to budget, and produces summary dashboards. Use when reviewing portfolio company financials, preparing board materials, or monitoring covenant compliance. Triggers on "review portfolio company", "monthly financials", "how is [company] performing", "covenant check", or "portfolio update".

中文简介正在准备中。当前显示原文说明。