mirror of
https://github.com/catlog22/Claude-Code-Workflow.git
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refactor(auto-parallel): delegate role selection to artifacts command for interactive user experience
This commit is contained in:
@@ -45,7 +45,8 @@ Five-phase workflow: Extract topic challenges → Select roles → Generate task
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**Steps**:
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**Steps**:
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1. **Deep topic analysis**: Extract technical entities, identify core challenges (what makes this hard?), constraints (timeline/budget/compliance), success metrics (what defines done?)
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1. **Deep topic analysis**: Extract technical entities, identify core challenges (what makes this hard?), constraints (timeline/budget/compliance), success metrics (what defines done?)
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2. **Generate 2-4 probing questions** targeting root challenges, trade-off priorities, and risk tolerance (NOT surface-level "Project Type")
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2. **Generate 2-4 probing questions** targeting root challenges, trade-off priorities, and risk tolerance (NOT surface-level "Project Type")
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3. AskUserQuestion → Store to `session.intent_context` with `{extracted_keywords, identified_challenges, user_answers}`
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3. **User interaction via AskUserQuestion tool**: Present 2-4 task-specific questions (multiSelect: false for single-choice questions)
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4. **Storage**: Store answers to `session.intent_context` with `{extracted_keywords, identified_challenges, user_answers}`
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**Example (Task-Specific)**:
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**Example (Task-Specific)**:
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Topic: "Build real-time collaboration platform SCOPE: 100 users"
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Topic: "Build real-time collaboration platform SCOPE: 100 users"
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@@ -75,10 +76,27 @@ Topic: "Build real-time collaboration platform SCOPE: 100 users"
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- Recommend count+2 roles (e.g., if user wants 3 roles, recommend 5 options)
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- Recommend count+2 roles (e.g., if user wants 3 roles, recommend 5 options)
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- Provide clear rationale for each recommended role based on topic context
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- Provide clear rationale for each recommended role based on topic context
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2. **User selection via multiSelect**:
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2. **User selection via AskUserQuestion tool (multiSelect mode)**:
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- Present recommended roles with context-specific rationales
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- **Tool**: `AskUserQuestion` with `multiSelect: true`
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- Allow user to select multiple roles (typically count roles, but flexible)
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- **Question format**: "请选择 {count} 个角色参与头脑风暴分析(可多选):"
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- Store selections to `session.selected_roles`
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- **Options**: Each recommended role with label (role name) and description (relevance rationale)
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- **User interaction**: Allow user to select multiple roles (typically count roles, but flexible)
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- **Storage**: Store selections to `session.selected_roles`
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**AskUserQuestion Syntax**:
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```javascript
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AskUserQuestion({
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questions: [{
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question: "请选择 {count} 个角色参与头脑风暴分析(可多选):",
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header: "角色选择",
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multiSelect: true, // Enable multiple selection
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options: [
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{label: "{role-name} ({中文名})", description: "{基于topic的相关性说明}"}
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// count+2 recommended roles
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]
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}]
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});
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```
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**Role Recommendation Rules**:
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**Role Recommendation Rules**:
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- NO hardcoded keyword-to-role mappings
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- NO hardcoded keyword-to-role mappings
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@@ -104,11 +122,19 @@ FOR each selected role:
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Q: "How resolve conflicts when 2 users edit simultaneously?" (explores edge case)
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Q: "How resolve conflicts when 2 users edit simultaneously?" (explores edge case)
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Options: [Event Sourcing/Centralized/CRDT] (concrete, explain trade-offs for THIS use case)
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Options: [Event Sourcing/Centralized/CRDT] (concrete, explain trade-offs for THIS use case)
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3. Ask questions in batches (max 4 questions per AskUserQuestion call):
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3. Ask questions via AskUserQuestion tool (max 4 questions per call):
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- If role has 3-4 questions: Single AskUserQuestion call
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- Tool: AskUserQuestion with questions array (1-4 questions)
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- Each question: multiSelect: false (single-choice)
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- If role has 3-4 questions: Single AskUserQuestion call with multiple questions
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- Store answers to session.role_decisions[role]
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- Store answers to session.role_decisions[role]
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```
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```
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**AskUserQuestion Tool Usage**:
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- **Batching**: Maximum 4 questions per AskUserQuestion call
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- **Mode**: `multiSelect: false` for each question (single-choice answers)
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- **Language**: Questions MUST be asked in Chinese (用中文提问)
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- **Format**: Each question includes header (short label), question text, and 2-4 options with descriptions
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**Question Batching Rules**:
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**Question Batching Rules**:
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- ✅ Each role generates 3-4 questions
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- ✅ Each role generates 3-4 questions
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- ✅ AskUserQuestion supports maximum 4 questions per call
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- ✅ AskUserQuestion supports maximum 4 questions per call
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@@ -144,14 +170,22 @@ FOR each selected role:
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2. FOR each detected conflict:
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2. FOR each detected conflict:
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Generate clarification questions referencing SPECIFIC Phase 3 choices
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Generate clarification questions referencing SPECIFIC Phase 3 choices
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3. Ask in batches (max 4 questions per AskUserQuestion call):
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3. Ask via AskUserQuestion tool in batches (max 4 questions per call):
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- If conflicts ≤ 4: Single round
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- Tool: AskUserQuestion with questions array (1-4 questions)
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- If conflicts > 4: Multiple rounds of max 4 questions each
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- Each question: multiSelect: false (single-choice)
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- If conflicts ≤ 4: Single AskUserQuestion call
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- If conflicts > 4: Multiple AskUserQuestion calls (max 4 questions each)
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- Store answers to session.cross_role_decisions
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- Store answers to session.cross_role_decisions
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4. If NO conflicts: Skip Phase 4 (inform user)
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4. If NO conflicts: Skip Phase 4 (inform user)
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```
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```
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**AskUserQuestion Tool Usage**:
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- **Batching**: Maximum 4 questions per AskUserQuestion call
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- **Mode**: `multiSelect: false` for each question (single-choice answers)
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- **Language**: Questions in Chinese (用中文提问)
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- **Multiple rounds**: If conflicts > 4, call AskUserQuestion multiple times sequentially
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**Batching Rules**:
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**Batching Rules**:
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- ✅ Maximum 4 clarification questions per AskUserQuestion call
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- ✅ Maximum 4 clarification questions per AskUserQuestion call
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- ✅ Multiple rounds if more than 4 conflicts detected
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- ✅ Multiple rounds if more than 4 conflicts detected
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@@ -219,35 +253,90 @@ FOR each selected role:
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| D-003+ | [Role] | [Q] | [A] | 3 | [Why] |
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| D-003+ | [Role] | [Q] | [A] | 3 | [Why] |
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```
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```
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## Question Generation Guidelines
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## AskUserQuestion Tool Reference
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### Core Principle
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### Syntax Structure
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**Dynamic Generation from Topic**: Extract keywords → Map to roles → Generate task-specific questions
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**Process**:
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1. **Phase 1**: Extract challenges from topic → Generate questions about challenges (NOT "Project type?")
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2. **Phase 3**: Map challenges to role expertise → Generate questions addressing role's challenge solution
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3. **Phase 4**: Analyze Phase 3 answers → Detect conflicts → Generate resolution questions
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**Anti-Pattern**:
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```javascript
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```javascript
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AskUserQuestion({
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// ✅ CORRECT: Dynamic generation
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questions: [
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function generate(role, challenges) {
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{
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return challenges.map(c => mapChallengeToRoleQuestion(c, role, topic));
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question: "{动态生成的问题文本}",
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header: "{短标签,最多12字符}",
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multiSelect: false, // Phase 1,3,4: false | Phase 2: true
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options: [
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{label: "{选项标签}", description: "{选项说明}"},
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// 2-4 options per question
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]
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}
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}
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// Maximum 4 questions per call
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]
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});
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```
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```
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**Quality Rules**:
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### Usage Rules
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- ✅ ALL questions MUST be in Chinese (所有问题必须用中文)
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- **Maximum**: 4 questions per AskUserQuestion call
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- ✅ Reference topic keywords in every question
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- **Language**: Questions in Chinese (用中文提问)
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- ✅ Options are concrete technical choices (not abstract categories)
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- **multiSelect**:
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- ✅ Descriptions explain relevance to topic
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- `false` (Phase 1, 3, 4): Single-choice
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- ❌ Generic questions that apply to any project
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- `true` (Phase 2): Multiple role selection
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- **Options**: 2-4 options with label + description
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- **Multiple rounds**: Call tool multiple times if > 4 questions needed
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**Examples** (Topic: "real-time collaboration, 100 users"):
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## Question Generation Guidelines
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- ❌ Generic: "Architecture style?" → [Microservices/Monolith/Hybrid]
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- ✅ Task-specific: "State sync for 100+ real-time users?" → [Event Sourcing/Centralized/CRDT]
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### Core Principle: Developer-Facing Questions with User Context
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**Target Audience**: 开发者(理解技术但需要从用户需求出发)
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**Generation Philosophy**:
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1. **Phase 1**: 用户场景、业务约束、优先级(建立上下文)
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2. **Phase 2**: 基于话题分析的智能角色推荐(非关键词映射)
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3. **Phase 3**: 业务需求 + 技术选型(需求驱动的技术决策)
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4. **Phase 4**: 技术冲突的业务权衡(帮助开发者理解影响)
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### Question Quality Rules
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**Balanced Question Pattern** (需求 → 技术):
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```
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问题结构:[用户场景/业务需求] + [技术关注点]
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选项格式:[技术方案简称] + [业务影响说明]
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```
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**Phase 1 Focus**:
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- 用户使用场景(谁用?怎么用?多频繁?)
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- 业务约束(预算、时间、团队、合规)
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- 成功标准(性能指标、用户体验目标)
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- 优先级排序(MVP vs 长期规划)
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**Phase 3 Focus**:
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- 业务需求驱动的技术问题
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- 技术选项带业务影响说明
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- 包含量化指标(并发数、延迟、可用性)
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**Phase 4 Focus**:
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- 技术冲突的业务权衡
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- 帮助开发者理解不同选择的影响
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**Question Structure**:
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```
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[业务场景/需求前提] + [技术关注点]
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```
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**Option Structure**:
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```
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标签:[技术方案简称] + (业务特征)
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说明:[业务影响] + [技术权衡]
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```
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**MUST Include**:
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- 业务场景作为问题前提
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- 技术选项的业务影响说明
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- 量化指标和约束条件
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**MUST Avoid**:
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- 纯技术选型无业务上下文
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- 过度抽象的用户体验问题
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- 脱离话题的通用架构问题
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## Validation Checklist
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## Validation Checklist
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@@ -23,37 +23,26 @@ allowed-tools: SlashCommand(*), Task(*), TodoWrite(*), Read(*), Write(*), Bash(*
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**⚠️ User Intent Preservation**: Topic description is stored in session metadata as authoritative reference throughout entire brainstorming workflow and plan generation.
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**⚠️ User Intent Preservation**: Topic description is stored in session metadata as authoritative reference throughout entire brainstorming workflow and plan generation.
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## Role Selection Logic
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## Role Selection Delegation
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- **Technical & Architecture**: `architecture|system|performance|database|security` → system-architect, data-architect, security-expert, subject-matter-expert
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- **Role selection**: Fully delegated to artifacts command (intelligent recommendation + user selection)
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- **API & Backend**: `api|endpoint|rest|graphql|backend|interface|contract|service` → api-designer, system-architect, data-architect
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- **Count parameter**: `--count N` passed to artifacts command (default: 3, max: 9)
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- **Product & UX**: `user|ui|ux|interface|design|product|feature|experience` → ui-designer, user-researcher, product-manager, ux-expert, product-owner
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- **Available roles**: Defined in artifacts command specification
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- **Business & Process**: `business|process|workflow|cost|innovation|testing` → business-analyst, innovation-lead, test-strategist
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- **Selection mechanism**: artifacts analyzes topic, recommends count+2 roles, user selects via multiSelect
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- **Agile & Delivery**: `agile|sprint|scrum|team|collaboration|delivery` → scrum-master, product-owner
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- **Domain Expertise**: `domain|standard|compliance|expertise|regulation` → subject-matter-expert
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- **Multi-role**: Complex topics automatically select N complementary roles (N specified by --count, default 3)
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- **Default**: `product-manager` if no clear match
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- **Count Parameter**: `--count N` determines number of roles to auto-select (default: 3, max: 9)
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**Template Loading**: `bash($(cat "~/.claude/workflows/cli-templates/planning-roles/<role-name>.md"))`
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**Template Loading**: Handled by individual role agents during parallel execution
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**Template Source**: `.claude/workflows/cli-templates/planning-roles/`
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**Template Source**: `.claude/workflows/cli-templates/planning-roles/`
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**Available Roles**: api-designer, data-architect, product-manager, product-owner, scrum-master, subject-matter-expert, system-architect, test-strategist, ui-designer, ux-expert
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**Example**:
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```bash
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bash($(cat "~/.claude/workflows/cli-templates/planning-roles/system-architect.md"))
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bash($(cat "~/.claude/workflows/cli-templates/planning-roles/ui-designer.md"))
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```
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## Core Workflow
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## Core Workflow
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### Structured Topic Processing → Role Analysis → Synthesis
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### Structured Topic Processing → Role Analysis → Synthesis
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The command follows a structured three-phase approach with dedicated document types:
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The command follows a structured three-phase approach with dedicated document types:
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**Phase 1: Framework Generation** ⚠️ COMMAND EXECUTION
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**Phase 1: Interactive Framework Generation** ⚠️ COMMAND EXECUTION
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- **Role selection**: Auto-select N roles based on topic keywords and --count parameter (default: 3, see Role Selection Logic)
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- **Delegate to artifacts**: Execute `/workflow:brainstorm:artifacts "{topic}" --count N` using SlashCommand tool
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- **Call artifacts command**: Execute `/workflow:brainstorm:artifacts "{topic}" --roles "{role1,role2,...,roleN}"` using SlashCommand tool
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- **Role selection**: artifacts command handles intelligent recommendation and user selection
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- **Role-specific framework**: Generate framework with sections tailored to selected roles
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- **Interactive flow**: artifacts executes Phase 1-5 (topic analysis, role recommendation, role questions, conflict resolution, guidance generation)
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- **⚠️ User intent storage**: Topic saved in workflow-session.json as primary reference for all downstream phases
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- **Output**: guidance-specification.md with confirmed decisions and selected_roles stored in session
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- **⚠️ User intent storage**: Topic and all decisions saved in workflow-session.json as primary reference
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**Phase 2: Role Analysis Execution** ⚠️ PARALLEL AGENT ANALYSIS
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**Phase 2: Role Analysis Execution** ⚠️ PARALLEL AGENT ANALYSIS
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- **Parallel execution**: Multiple roles execute simultaneously for faster completion
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- **Parallel execution**: Multiple roles execute simultaneously for faster completion
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@@ -73,25 +62,20 @@ The command follows a structured three-phase approach with dedicated document ty
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Auto command coordinates independent specialized commands:
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Auto command coordinates independent specialized commands:
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**Command Sequence**:
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**Command Sequence**:
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1. **Role Selection**: Auto-select N relevant roles based on topic keywords and --count parameter (default: 3)
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1. **Parse Parameters**: Extract --count N from user input (default: 3)
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2. **Generate Role-Specific Framework**: Use SlashCommand to execute `/workflow:brainstorm:artifacts "{topic}" --roles "{role1,role2,...,roleN}"` (stores user intent in session)
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2. **Interactive Framework Generation**: Use SlashCommand to execute `/workflow:brainstorm:artifacts "{topic}" --count N`
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3. **Parallel Role Analysis**: Execute selected role agents in parallel, each reading their specific framework section
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- artifacts handles: topic analysis, role recommendation, user selection, role questions, conflict resolution
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4. **Generate Synthesis**: Use SlashCommand to execute `/workflow:brainstorm:synthesis` (loads user intent from session as primary reference)
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- Output: guidance-specification.md + session with selected_roles
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3. **Load Selected Roles**: Read selected_roles from workflow-session.json (generated by artifacts)
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4. **Parallel Role Analysis**: Execute selected role agents in parallel, each reading guidance-specification.md
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5. **Generate Synthesis**: Use SlashCommand to execute `/workflow:brainstorm:synthesis`
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**SlashCommand Integration**:
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**SlashCommand Integration**:
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1. **artifacts command**: Called via SlashCommand tool with `--roles` parameter for role-specific framework generation
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1. **artifacts command**: Called via SlashCommand tool with `--count N` parameter for interactive framework generation
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2. **role agents**: Each agent reads its dedicated section in the role-specific framework
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2. **role agents**: Each agent reads guidance-specification.md for topic framework
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3. **synthesis command**: Called via SlashCommand tool for final integration with role-targeted insights
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3. **synthesis command**: Called via SlashCommand tool for final integration
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4. **Command coordination**: SlashCommand handles execution and validation
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4. **Command coordination**: SlashCommand handles execution and validation
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**Role Selection Logic**:
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- **Technical**: `architecture|system|performance|database` → system-architect, data-architect, subject-matter-expert
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- **API & Backend**: `api|endpoint|rest|graphql|backend|interface|contract|service` → api-designer, system-architect, data-architect
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- **Product & UX**: `user|ui|ux|interface|design|product|feature|experience` → ui-designer, ux-expert, product-manager, product-owner
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- **Agile & Delivery**: `agile|sprint|scrum|team|collaboration|delivery` → scrum-master, product-owner
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- **Domain Expertise**: `domain|standard|compliance|expertise|regulation` → subject-matter-expert
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- **Auto-select**: N most relevant roles based on topic analysis (N from --count parameter, default: 3)
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### Parameter Parsing
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### Parameter Parsing
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**Count Parameter Handling**:
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**Count Parameter Handling**:
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@@ -105,14 +89,17 @@ IF user_input CONTAINS "--count":
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ELSE:
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ELSE:
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count_value = 3 # Default to 3 roles
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count_value = 3 # Default to 3 roles
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END IF
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END IF
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# Pass to artifacts command
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EXECUTE: /workflow:brainstorm:artifacts "{topic}" --count {count_value}
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```
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```
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**Role Selection with Count**:
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**Role Selection Mechanism** (delegated to artifacts):
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1. **Analyze topic keywords**: Identify relevant role categories
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1. **artifacts analyzes topic**: Extract keywords and challenges
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2. **Rank roles by relevance**: Score based on keyword matches
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2. **artifacts recommends roles**: Intelligent recommendation of count+2 roles
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3. **Select top N roles**: Pick N most relevant roles (N = count_value)
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3. **User selects**: multiSelect from recommended roles
|
||||||
4. **Ensure diversity**: Balance across different expertise areas
|
4. **Session stores**: selected_roles saved to workflow-session.json
|
||||||
5. **Minimum guarantee**: Always include at least one role (default to product-manager if no matches)
|
5. **auto-parallel reads**: Load selected_roles for parallel execution
|
||||||
|
|
||||||
### Simplified Processing Standards
|
### Simplified Processing Standards
|
||||||
|
|
||||||
@@ -124,7 +111,7 @@ END IF
|
|||||||
5. **TodoWrite control** - Progress tracking throughout all phases
|
5. **TodoWrite control** - Progress tracking throughout all phases
|
||||||
|
|
||||||
**Implementation Rules**:
|
**Implementation Rules**:
|
||||||
- **Role count**: N roles auto-selected based on --count parameter (default: 3, max: 9) and keyword mapping
|
- **Role count**: N roles selected interactively via artifacts command (default: 3, max: 9)
|
||||||
- **No upfront validation**: Agents handle their own context requirements
|
- **No upfront validation**: Agents handle their own context requirements
|
||||||
- **Parallel execution**: Each agent operates concurrently without dependencies
|
- **Parallel execution**: Each agent operates concurrently without dependencies
|
||||||
- **Synthesis at end**: Integration only after all agents complete
|
- **Synthesis at end**: Integration only after all agents complete
|
||||||
@@ -146,9 +133,15 @@ END IF
|
|||||||
|
|
||||||
## Document Generation
|
## Document Generation
|
||||||
|
|
||||||
**Command Coordination Workflow**: artifacts → parallel role analysis → synthesis
|
**Command Coordination Workflow**:
|
||||||
|
1. artifacts (interactive: topic analysis → role selection → guidance generation)
|
||||||
|
2. parallel role analysis (agents read guidance-specification.md)
|
||||||
|
3. synthesis (integrates role analyses)
|
||||||
|
|
||||||
**Output Structure**: Coordinated commands generate framework, role analyses, and synthesis documents as defined in their respective command specifications.
|
**Output Structure**:
|
||||||
|
- artifacts: guidance-specification.md (confirmed decisions + selected_roles)
|
||||||
|
- role agents: role-specific analysis.md files
|
||||||
|
- synthesis: synthesis-specification.md (integrated analysis)
|
||||||
|
|
||||||
|
|
||||||
## Agent Prompt Templates
|
## Agent Prompt Templates
|
||||||
@@ -258,14 +251,19 @@ TodoWrite({
|
|||||||
activeForm: "Initializing brainstorming session"
|
activeForm: "Initializing brainstorming session"
|
||||||
},
|
},
|
||||||
{
|
{
|
||||||
content: "Parse --count parameter and select N roles based on topic keyword analysis",
|
content: "Parse --count parameter from user input",
|
||||||
status: "pending",
|
status: "pending",
|
||||||
activeForm: "Parsing parameters and selecting roles for brainstorming"
|
activeForm: "Parsing count parameter"
|
||||||
},
|
},
|
||||||
{
|
{
|
||||||
content: "Execute artifacts command with selected roles for role-specific framework",
|
content: "Execute artifacts command for interactive framework generation (role selection + guidance)",
|
||||||
status: "pending",
|
status: "pending",
|
||||||
activeForm: "Generating role-specific topic framework"
|
activeForm: "Executing artifacts command for interactive framework"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
content: "Load selected_roles from workflow-session.json (generated by artifacts)",
|
||||||
|
status: "pending",
|
||||||
|
activeForm: "Loading selected roles from session"
|
||||||
},
|
},
|
||||||
{
|
{
|
||||||
content: "Execute [role-1] analysis [conceptual-planning-agent] [FLOW_CONTROL] addressing framework",
|
content: "Execute [role-1] analysis [conceptual-planning-agent] [FLOW_CONTROL] addressing framework",
|
||||||
@@ -296,13 +294,18 @@ TodoWrite({
|
|||||||
todos: [
|
todos: [
|
||||||
{
|
{
|
||||||
content: "Initialize brainstorming session and detect active sessions",
|
content: "Initialize brainstorming session and detect active sessions",
|
||||||
status: "completed", // Mark completed preprocessing
|
status: "completed",
|
||||||
activeForm: "Initializing brainstorming session"
|
activeForm: "Initializing brainstorming session"
|
||||||
},
|
},
|
||||||
{
|
{
|
||||||
content: "Select roles for topic analysis and create workflow-session.json",
|
content: "Parse --count parameter from user input",
|
||||||
status: "in_progress", // Mark current task as in_progress
|
status: "completed",
|
||||||
activeForm: "Selecting roles and creating session metadata"
|
activeForm: "Parsing count parameter"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
content: "Execute artifacts command for interactive framework generation (role selection + guidance)",
|
||||||
|
status: "in_progress",
|
||||||
|
activeForm: "Executing artifacts command for interactive framework"
|
||||||
},
|
},
|
||||||
// ... other tasks remain pending
|
// ... other tasks remain pending
|
||||||
]
|
]
|
||||||
|
|||||||
Reference in New Issue
Block a user