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╚═════╝ ╚═╝ ╚═╝╚═╝ ╚═╝╚═╝╚═╝ ╚═══╝╚══════╝ ╚═╝ ╚═════╝ ╚═╝ ╚═╝╚═╝ ╚═╝Entering plan mode - ultrathink enabled███████╗██╗ ██╗██████╗ ███████╗██████╗
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╚═════╝ ╚═╝ ╚═╝╚═╝ ╚═╝╚═╝╚═╝ ╚═══╝╚══════╝ ╚═╝ ╚═════╝ ╚═╝ ╚═╝╚═╝ ╚═╝Entering plan mode - ultrathink enableddocs/plans/YYYY-MM-DD-<topic>-design.mddocs/plans/YYYY-MM-DD-<topic>-design.mddigraph absolute_brainstorm {
rankdir=TB;
node [shape=box];
"Enter plan mode" -> "Deep context scan";
"Deep context scan" -> "Scope assessment";
"Scope assessment" -> "Decompose into sub-projects" [label="too large"];
"Scope assessment" -> "Relentless interview" [label="right-sized"];
"Decompose into sub-projects" -> "Relentless interview" [label="first sub-project"];
"Relentless interview" -> "Genuine fork?" [shape=diamond];
"Genuine fork?" -> "Propose approaches\n(mark Recommended)" [label="yes"];
"Genuine fork?" -> "Next question or\ndesign presentation" [label="no, obvious answer"];
"Propose approaches\n(mark Recommended)" -> "Next question or\ndesign presentation";
"Next question or\ndesign presentation" -> "Relentless interview" [label="more branches"];
"Next question or\ndesign presentation" -> "Confidence self-check" [label="tree resolved"];
"Confidence self-check" -> "Relentless interview" [label="doubts remain"];
"Confidence self-check" -> "Present design sections" [label="100% confident"];
"Present design sections" -> "User approves section?" [shape=diamond];
"User approves section?" -> "Present design sections" [label="no, revise"];
"User approves section?" -> "Write spec to docs/plans/" [label="yes, all sections"];
"Write spec to docs/plans/" -> "Spec review loop\n(subagent, max 3)";
"Spec review loop\n(subagent, max 3)" -> "User reviews spec";
"User reviews spec" -> "Write spec to docs/plans/" [label="changes requested"];
"User reviews spec" -> "User chooses next step" [label="approved"];
}digraph absolute_brainstorm {
rankdir=TB;
node [shape=box];
"Enter plan mode" -> "Deep context scan";
"Deep context scan" -> "Scope assessment";
"Scope assessment" -> "Decompose into sub-projects" [label="too large"];
"Scope assessment" -> "Relentless interview" [label="right-sized"];
"Decompose into sub-projects" -> "Relentless interview" [label="first sub-project"];
"Relentless interview" -> "Genuine fork?" [shape=diamond];
"Genuine fork?" -> "Propose approaches\n(mark Recommended)" [label="yes"];
"Genuine fork?" -> "Next question or\ndesign presentation" [label="no, obvious answer"];
"Propose approaches\n(mark Recommended)" -> "Next question or\ndesign presentation";
"Next question or\ndesign presentation" -> "Relentless interview" [label="more branches"];
"Next question or\ndesign presentation" -> "Confidence self-check" [label="tree resolved"];
"Confidence self-check" -> "Relentless interview" [label="doubts remain"];
"Confidence self-check" -> "Present design sections" [label="100% confident"];
"Present design sections" -> "User approves section?" [shape=diamond];
"User approves section?" -> "Present design sections" [label="no, revise"];
"User approves section?" -> "Write spec to docs/plans/" [label="yes, all sections"];
"Write spec to docs/plans/" -> "Spec review loop\n(subagent, max 3)";
"Spec review loop\n(subagent, max 3)" -> "User reviews spec";
"User reviews spec" -> "Write spec to docs/plans/" [label="changes requested"];
"User reviews spec" -> "User chooses next step" [label="approved"];
}docs/README.mdCLAUDE.md.claude/CONTRIBUTING.mddocs/plans/package.jsonCargo.tomlpyproject.tomldocs/README.mdCLAUDE.md.claude/CONTRIBUTING.mddocs/plans/package.jsonCargo.tomlpyproject.toml"I see you're using Prisma with PostgreSQL (from). I'll design around that."prisma/schema.prisma
“我看到你们使用Prisma搭配PostgreSQL(从中确认),我会基于这个栈进行设计。”prisma/schema.prisma
AskUserQuestionFeature X
- Who is this for? (resolve)
- What's the core interaction? (resolve)
- How does data flow? (resolve)
- What are the edge cases? (resolve)
- What are the error states? (resolve)
- What's the secondary interaction? (resolve)
- How does this integrate with existing system? (resolve)AskUserQuestion功能X
- 面向的用户是谁?(解决)
- 核心交互是什么?(解决)
- 数据流是什么样的?(解决)
- 边缘场景有哪些?(解决)
- 错误状态有哪些?(解决)
- 次要交互是什么?(解决)
- 怎么和现有系统集成?(解决)"Given your existing Express + Prisma stack and the read-heavy access pattern, a new Prisma model with a cached read path is the clear approach. A separate microservice would add complexity without benefit at this scale, and a raw SQL approach would lose Prisma's type safety."
“基于你们现有的Express + Prisma技术栈和读多写少的访问模式,新增带缓存读路径的Prisma模型是最明确的方案。单独的微服务会在当前规模下增加不必要的复杂度,而原生SQL方案会失去Prisma的类型安全能力。”
docs/plans/YYYY-MM-DD-<topic>-design.mddocs/plans/YYYY-MM-DD-<topic>-design.mdAgent tool (general-purpose):
description: "Review spec document"
prompt: |
You are a spec document reviewer. Verify this spec is complete and ready
for implementation planning.
Spec to review: [SPEC_FILE_PATH]
| Category | What to Look For |
|------------- |---------------------------------------------------------------|
| Completeness | TODOs, placeholders, "TBD", incomplete sections |
| Consistency | Internal contradictions, conflicting requirements |
| Clarity | Requirements ambiguous enough to cause building the wrong thing|
| Scope | Focused enough for a single plan |
| YAGNI | Unrequested features, over-engineering |
Only flag issues that would cause real problems during implementation.
Approve unless there are serious gaps.
Output format:
## Spec Review
**Status:** Approved | Issues Found
**Issues (if any):**
- [Section X]: [specific issue] - [why it matters]
**Recommendations (advisory, do not block approval):**
- [suggestions]Agent tool (general-purpose):
description: "Review spec document"
prompt: |
You are a spec document reviewer. Verify this spec is complete and ready
for implementation planning.
Spec to review: [SPEC_FILE_PATH]
| Category | What to Look For |
|------------- |---------------------------------------------------------------|
| Completeness | TODOs, placeholders, "TBD", incomplete sections |
| Consistency | Internal contradictions, conflicting requirements |
| Clarity | Requirements ambiguous enough to cause building the wrong thing|
| Scope | Focused enough for a single plan |
| YAGNI | Unrequested features, over-engineering |
Only flag issues that would cause real problems during implementation.
Approve unless there are serious gaps.
Output format:
## Spec Review
**Status:** Approved | Issues Found
**Issues (if any):**
- [Section X]: [specific issue] - [why it matters]
**Recommendations (advisory, do not block approval):**
- [suggestions]"Spec written to. Please review it and let me know if you want to make any changes before we proceed."<path>
“规范已写入,请您评审,如果需要修改请告知我,我们再调整后推进后续流程。”<path>
"Spec is approved and we're both 100% confident in the design. Now it's time to build.
- A) Absolute-human (Recommended) - hand off to absolute-human for AI-native execution with task decomposition, parallel waves, and TDD. It's purpose-built to take a validated spec and execute it.
- B) Writing plans - create a detailed implementation plan first, then execute manually
- C) Direct implementation - start building right away without the absolute-human workflow
- D) Something else - your call"
“规范已获批,我们双方都100%认可设计方案,现在可以开始开发了。
- A) Absolute-human (推荐) - 交给absolute-human做AI原生开发,包含任务拆分、并行执行和TDD。它就是为执行经过验证的规范而设计的。
- B) 编写开发计划 - 先创建详细的开发计划,再手动执行
- C) 直接开发 - 不使用absolute-human工作流,直接开始搭建
- D) 其他 - 您可以自定义后续步骤"
AskUserQuestionAskUserQuestionAskUserQuestionAskUserQuestiondocs/docs/plans/docs/docs/plans/AskUserQuestionAskUserQuestionAskUserQuestiondocs/docs/plans/docs/docs/plans/AskUserQuestion| Anti-Pattern | Better Approach |
|---|---|
| Asking questions the codebase can answer | Search code first - check configs, existing patterns, test files before every question |
| Batching multiple questions in one message | One question at a time, always. Break complex topics into sequential questions |
| Printing questions as plain text output | Always use the |
| Skipping docs/ and README before starting | Always read all available documentation before the first question |
| Proposing fake alternatives when the answer is obvious | Present the single right answer with rationale; only show options at genuine forks |
| Accepting vague answers without follow-up | Dig deeper - "what do you mean by that?" is always valid |
| Asking about implementation before purpose | Always resolve "why" and "what" before "how" |
| Not exploring error/edge case branches | Every design tree has an error handling branch - walk it |
| Jumping to code before spec approval | Hard gate: no code, no scaffolding, no implementation until spec is approved |
| Presenting options without a (Recommended) marker | Every option set must have a clear recommendation with rationale |
| Using normal thinking when ultrathink is required | Ultrathink on every decision, every question, every proposal - no exceptions |
| Advancing when the AI has private doubts | Stop, ultrathink, and either resolve the doubt yourself or surface it as a question |
| Presenting the plan without self-verification | Always run a confidence self-check on every decision before presenting the design |
| Treating exit options as equal | Recommend absolute-human as the default execution path - it's purpose-built for this |
| Decomposing too late | Flag multi-system scope immediately, don't spend 10 questions refining details of an unscoped project |
| Auto-invoking the next skill without asking | Flexible exit - always let the user choose what happens after spec approval |
| 反模式 | 更好的做法 |
|---|---|
| 询问代码库可以回答的问题 | 每次提问前先搜索代码:检查配置、现有模式、测试文件 |
| 一条消息里打包多个问题 | 永远一次只提一个问题,把复杂主题拆分为连续的问题 |
| 把问题打印为纯文本输出 | 始终使用 |
| 启动前跳过docs/和README | 第一个问题前始终读取所有可用文档 |
| 答案明确时提供虚假的替代选项 | 给出唯一正确答案并说明理由;仅在真正有分歧时提供选项 |
| 接受模糊的答案不追问 | 深入询问:“你说的这个具体是什么意思?”永远是合理的 |
| 确定目标前就询问实现方案 | 先解决“为什么”和“做什么”,再解决“怎么做” |
| 不探索错误/边缘场景分支 | 每个设计树都有错误处理分支,要遍历到 |
| 规范获批前就开始写代码 | 硬性规则:获批前不写代码、不搭脚手架、不做任何开发动作 |
| 展示选项不标记(推荐) | 每组选项都要有明确的推荐方案和理由 |
| 需要ultrathink时使用普通思考 | 每项决策、每个问题、每个方案都用ultrathink,没有例外 |
| AI有隐忧时仍然推进 | 停下来做ultrathink,要么自己解决顾虑,要么作为问题提出来 |
| 不做自我验证就展示方案 | 展示设计前始终对每项决策做信心自检 |
| 把所有退出选项视为同等优先级 | 推荐absolute-human作为默认执行路径,它就是为这个场景设计的 |
| 太晚才做范围拆分 | 立刻标记多系统的大范围需求,不要花10个问题去细化未做范围梳理的项目 |
| 不询问就自动调用下一个技能 | 灵活退出:规范获批后始终让用户选择后续动作 |
references/interview-playbook.mdreferences/spec-writing.mdreferences/approach-analysis.mdreferences/interview-playbook.mdreferences/spec-writing.mdreferences/approach-analysis.mdOn first activation of this skill in a conversation: check which companion skills are installed by running. Compare the results against thels ~/.claude/skills/ ~/.agent/skills/ ~/.agents/skills/ .claude/skills/ .agent/skills/ .agents/skills/ 2>/dev/nullfield in this file's frontmatter. For any that are missing, mention them once and offer to install:recommended_skillsnpx skills add AbsolutelySkilled/AbsolutelySkilled --skill <name>Skip entirely ifis empty or all companions are already installed.recommended_skills
在对话中首次激活本技能时:运行检查已安装的配套技能。将结果和本文件前置元数据中的ls ~/.claude/skills/ ~/.agent/skills/ ~/.agents/skills/ .claude/skills/ .agent/skills/ .agents/skills/ 2>/dev/null字段对比。如果有缺失的技能,告知用户一次并提供安装命令:recommended_skillsnpx skills add AbsolutelySkilled/AbsolutelySkilled --skill <name>如果为空或者所有配套技能都已安装,跳过本步骤。recommended_skills