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Claude-Code-Workflow/.claude/commands/workflow/brainstorm-with-file.md

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name, description, argument-hint, allowed-tools
name description argument-hint allowed-tools
brainstorm-with-file Interactive brainstorming with multi-CLI collaboration, idea expansion, and documented thought evolution [-y|--yes] [-c|--continue] [-m|--mode creative|structured] "idea or topic" TodoWrite(*), Task(*), AskUserQuestion(*), Read(*), Grep(*), Glob(*), Bash(*), Edit(*), Write(*)

Auto Mode

When --yes or -y: Auto-confirm decisions, use recommended roles, balanced exploration mode.

Workflow Brainstorm Command

Quick Start

# Basic usage
/workflow:brainstorm-with-file "如何重新设计用户通知系统"

# With options
/workflow:brainstorm-with-file --continue "通知系统"              # Continue existing
/workflow:brainstorm-with-file -y -m creative "创新的AI辅助功能"   # Creative auto mode
/workflow:brainstorm-with-file -m structured "优化缓存策略"       # Goal-oriented mode

Context Source: cli-explore-agent + Multi-CLI perspectives (Gemini/Codex/Claude or Professional Roles) Output Directory: .workflow/.brainstorm/{session-id}/ Core Innovation: Diverge-Converge cycles with documented thought evolution

Output Artifacts

Phase 1: Seed Understanding

Artifact Description
brainstorm.md Complete thought evolution timeline (initialized)
Session variables Dimensions, roles, exploration vectors

Phase 2: Divergent Exploration

Artifact Description
exploration-codebase.json Codebase context from cli-explore-agent
perspectives.json Multi-CLI perspective findings (creative/pragmatic/systematic)
Updated brainstorm.md Round 2 multi-perspective exploration

Phase 3: Interactive Refinement

Artifact Description
ideas/{idea-slug}.md Deep-dive analysis for selected ideas
Updated brainstorm.md Round 3-6 refinement cycles

Phase 4: Convergence & Crystallization

Artifact Description
synthesis.json Final synthesis with top ideas, recommendations
Final brainstorm.md Complete thought evolution with conclusions

Overview

Interactive brainstorming workflow with multi-CLI collaboration and documented thought evolution. Expands initial ideas through questioning, multi-perspective analysis, and iterative refinement.

Core workflow: Seed Idea → Expand → Multi-CLI Discuss → Synthesize → Refine → Crystallize

┌─────────────────────────────────────────────────────────────────────────┐
│                    INTERACTIVE BRAINSTORMING WORKFLOW                    │
├─────────────────────────────────────────────────────────────────────────┤
│                                                                          │
│  Phase 1: Seed Understanding                                             │
│     ├─ Parse initial idea/topic                                          │
│     ├─ Identify dimensions (technical, UX, business, etc.)               │
│     ├─ Select roles (professional or simple perspectives)                │
│     ├─ Initial scoping questions                                         │
│     ├─ Expand into exploration vectors                                   │
│     └─ Initialize brainstorm.md                                          │
│                                                                          │
│  Phase 2: Divergent Exploration                                          │
│     ├─ cli-explore-agent: Codebase context (FIRST)                       │
│     ├─ Multi-CLI Perspectives (AFTER exploration)                        │
│     │   ├─ Creative (Gemini): Innovation, cross-domain                   │
│     │   ├─ Pragmatic (Codex): Implementation, feasibility                │
│     │   └─ Systematic (Claude): Architecture, structure                  │
│     └─ Aggregate diverse viewpoints                                      │
│                                                                          │
│  Phase 3: Interactive Refinement (Multi-Round)                           │
│     ├─ Present multi-perspective findings                                │
│     ├─ User selects promising directions                                 │
│     ├─ Actions: Deep dive | Generate more | Challenge | Merge            │
│     ├─ Update brainstorm.md with evolution                               │
│     └─ Repeat diverge-converge cycles (max 6 rounds)                     │
│                                                                          │
│  Phase 4: Convergence & Crystallization                                  │
│     ├─ Synthesize best ideas                                             │
│     ├─ Resolve conflicts between perspectives                            │
│     ├─ Generate actionable conclusions                                   │
│     ├─ Offer next steps (plan/issue/analyze/export)                      │
│     └─ Final brainstorm.md update                                        │
│                                                                          │
└─────────────────────────────────────────────────────────────────────────┘

Output Structure

.workflow/.brainstorm/BS-{slug}-{date}/
├── brainstorm.md                  # ⭐ Complete thought evolution timeline
├── exploration-codebase.json      # Phase 2: Codebase context
├── perspectives.json              # Phase 2: Multi-CLI findings
├── synthesis.json                 # Phase 4: Final synthesis
└── ideas/                         # Phase 3: Individual idea deep-dives
    ├── idea-1.md
    ├── idea-2.md
    └── merged-idea-1.md

Implementation

Session Initialization

Objective: Create session context and directory structure for brainstorming.

Required Actions:

  1. Extract idea/topic from $ARGUMENTS
  2. Generate session ID: BS-{slug}-{date}
    • slug: lowercase, alphanumeric + Chinese, max 40 chars
    • date: YYYY-MM-DD (UTC+8)
  3. Define session folder: .workflow/.brainstorm/{session-id}
  4. Parse command options:
    • -c or --continue for session continuation
    • -m or --mode for brainstorm mode (creative/structured/balanced)
    • -y or --yes for auto-approval mode
  5. Auto-detect mode: If session folder + brainstorm.md exist → continue mode
  6. Create directory structure: {session-folder}/ideas/

Session Variables:

  • sessionId: Unique session identifier
  • sessionFolder: Base directory for all artifacts
  • brainstormMode: creative | structured | balanced
  • autoMode: Boolean for auto-confirmation
  • mode: new | continue

Phase 1: Seed Understanding

Objective: Analyze topic, select roles, gather user input, expand into exploration vectors.

Prerequisites:

  • Session initialized with valid sessionId and sessionFolder
  • Topic/idea available from $ARGUMENTS

Workflow Steps:

  1. Parse Seed & Identify Dimensions

    • Match topic keywords against BRAINSTORM_DIMENSIONS
    • Identify relevant dimensions: technical, ux, business, innovation, feasibility, scalability, security
    • Default dimensions based on brainstormMode if no match
  2. Role Selection

    • Recommend roles based on topic keywords (see Role Keywords mapping)
    • Options:
      • Professional roles: system-architect, product-manager, ui-designer, ux-expert, data-architect, test-strategist, subject-matter-expert, product-owner, scrum-master
      • Simple perspectives: creative/pragmatic/systematic (fallback)
    • Auto mode: Select top 3 recommended professional roles
    • Manual mode: AskUserQuestion with recommended roles + "Use simple perspectives" option
  3. Initial Scoping Questions (if new session + not auto mode)

    • Direction: Multi-select from technical, UX, innovation, feasibility
    • Depth: Single-select from quick/balanced/deep (15-20min / 30-60min / 1-2hr)
    • Constraints: Multi-select from existing architecture, time, resources, or no constraints
  4. Expand Seed into Exploration Vectors

    • Launch Gemini CLI with analysis mode
    • Generate 5-7 exploration vectors:
      • Core question: Fundamental problem/opportunity
      • User perspective: Who benefits and how
      • Technical angle: What enables this
      • Alternative approaches: Other solutions
      • Challenges: Potential blockers
      • Innovation angle: 10x better approach
      • Integration: Fit with existing systems
    • Parse result into structured vectors

CLI Call Example:

Bash({
  command: `ccw cli -p "
Given the initial idea: '${idea_or_topic}'
User focus areas: ${userFocusAreas.join(', ')}
Constraints: ${constraints.join(', ')}

Generate 5-7 exploration vectors (questions/directions) to expand this idea:
1. Core question: What is the fundamental problem/opportunity?
2. User perspective: Who benefits and how?
3. Technical angle: What enables this technically?
4. Alternative approaches: What other ways could this be solved?
5. Challenges: What could go wrong or block success?
6. Innovation angle: What would make this 10x better?
7. Integration: How does this fit with existing systems/processes?

Output as structured exploration vectors for multi-perspective analysis.
" --tool gemini --mode analysis --model gemini-2.5-flash`,
  run_in_background: false
})
  1. Initialize brainstorm.md
    • Create brainstorm.md with session metadata
    • Add initial context: user focus, depth, constraints
    • Add seed expansion: original idea + exploration vectors
    • Create empty sections for thought evolution timeline

Success Criteria:

  • Session folder created with brainstorm.md initialized
  • 1-3 roles selected (professional or simple perspectives)
  • 5-7 exploration vectors generated
  • User preferences captured (direction, depth, constraints)

Phase 2: Divergent Exploration

Objective: Gather codebase context, then execute multi-perspective analysis in parallel.

Prerequisites:

  • Phase 1 completed successfully
  • Roles selected and stored
  • brainstorm.md initialized

Workflow Steps:

  1. Primary Codebase Exploration via cli-explore-agent (⚠️ FIRST)
    • Agent type: cli-explore-agent
    • Execution mode: synchronous (run_in_background: false)
    • Tasks:
      • Run: ccw tool exec get_modules_by_depth '{}'
      • Search code related to topic keywords
      • Read: .workflow/project-tech.json if exists
    • Output: {sessionFolder}/exploration-codebase.json
      • relevant_files: [{path, relevance, rationale}]
      • existing_patterns: []
      • architecture_constraints: []
      • integration_points: []
      • inspiration_sources: []
    • Purpose: Enrich CLI prompts with codebase context

Agent Call Example:

Task({
  subagent_type: "cli-explore-agent",
  run_in_background: false,
  description: `Explore codebase for brainstorm: ${topicSlug}`,
  prompt: `
## Brainstorm Context
Topic: ${idea_or_topic}
Dimensions: ${dimensions.join(', ')}
Mode: ${brainstormMode}
Session: ${sessionFolder}

## MANDATORY FIRST STEPS
1. Run: ccw tool exec get_modules_by_depth '{}'
2. Search for code related to topic keywords
3. Read: .workflow/project-tech.json (if exists)

## Exploration Focus
- Identify existing implementations related to the topic
- Find patterns that could inspire solutions
- Map current architecture constraints
- Locate integration points

## Output
Write findings to: ${sessionFolder}/exploration-codebase.json

Schema:
{
  "relevant_files": [{"path": "...", "relevance": "high|medium|low", "rationale": "..."}],
  "existing_patterns": [],
  "architecture_constraints": [],
  "integration_points": [],
  "inspiration_sources": [],
  "_metadata": { "exploration_type": "brainstorm-codebase", "timestamp": "..." }
}
`
})

2. **Multi-CLI Perspective Analysis** (⚠️ AFTER exploration)
   - Launch 3 CLI calls in parallel (Gemini/Codex/Claude)
   - **Perspectives**:
     - **Creative (Gemini)**: Innovation, cross-domain inspiration, challenge assumptions
     - **Pragmatic (Codex)**: Implementation reality, feasibility, technical blockers
     - **Systematic (Claude)**: Architecture, decomposition, scalability
   - **Shared context**: Include exploration-codebase.json findings in prompts
   - **Execution**: Bash with run_in_background: true, wait for all results
   - **Output**: perspectives.json with creative/pragmatic/systematic sections

**Multi-CLI Call Example** (parallel execution):
```javascript
// Build shared context from exploration results
const explorationContext = `
PRIOR EXPLORATION CONTEXT (from cli-explore-agent):
- Key files: ${explorationResults.relevant_files.slice(0,5).map(f => f.path).join(', ')}
- Existing patterns: ${explorationResults.existing_patterns.slice(0,3).join(', ')}
- Architecture constraints: ${explorationResults.architecture_constraints.slice(0,3).join(', ')}
- Integration points: ${explorationResults.integration_points.slice(0,3).join(', ')}`

// Launch 3 CLI calls in parallel (single message, multiple Bash calls)
Bash({
  command: `ccw cli -p "
PURPOSE: Creative brainstorming for '${idea_or_topic}' - generate innovative ideas
Success: 5+ unique creative solutions that push boundaries

${explorationContext}

TASK:
• Build on existing patterns - how can they be extended creatively?
• Think beyond obvious solutions - what would be surprising/delightful?
• Explore cross-domain inspiration
• Challenge assumptions - what if the opposite were true?
• Generate 'moonshot' ideas alongside practical ones

MODE: analysis
CONTEXT: @**/* | Topic: ${idea_or_topic}
EXPECTED: 5+ creative ideas with novelty/impact ratings, challenged assumptions, cross-domain inspirations
CONSTRAINTS: ${brainstormMode === 'structured' ? 'Keep ideas technically feasible' : 'No constraints - think freely'}
" --tool gemini --mode analysis`,
  run_in_background: true
})

Bash({
  command: `ccw cli -p "
PURPOSE: Pragmatic brainstorming for '${idea_or_topic}' - focus on implementation reality
Success: Actionable approaches with clear implementation paths

${explorationContext}

TASK:
• Build on explored codebase - how to integrate with existing patterns?
• Evaluate technical feasibility of core concept
• Identify existing patterns/libraries that could help
• Estimate implementation complexity
• Highlight potential technical blockers
• Suggest incremental implementation approach

MODE: analysis
CONTEXT: @**/* | Topic: ${idea_or_topic}
EXPECTED: 3-5 practical approaches with effort/risk ratings, dependencies, quick wins vs long-term
CONSTRAINTS: Focus on what can actually be built with current tech stack
" --tool codex --mode analysis`,
  run_in_background: true
})

Bash({
  command: `ccw cli -p "
PURPOSE: Systematic brainstorming for '${idea_or_topic}' - architectural thinking
Success: Well-structured solution framework with clear tradeoffs

${explorationContext}

TASK:
• Build on explored architecture - how to extend systematically?
• Decompose the problem into sub-problems
• Identify architectural patterns that apply
• Map dependencies and interactions
• Consider scalability implications
• Propose systematic solution structure

MODE: analysis
CONTEXT: @**/* | Topic: ${idea_or_topic}
EXPECTED: Problem decomposition, 2-3 architectural approaches with tradeoffs, scalability assessment
CONSTRAINTS: Consider existing system architecture
" --tool claude --mode analysis`,
  run_in_background: true
})

// ⚠️ STOP POINT: Wait for hook callback to receive all results before continuing
  1. Aggregate Multi-Perspective Findings

    • Consolidate creative/pragmatic/systematic results
    • Extract synthesis:
      • Convergent themes (all agree)
      • Conflicting views (need resolution)
      • Unique contributions (perspective-specific insights)
    • Write to perspectives.json
  2. Update brainstorm.md

    • Append Round 2 section with multi-perspective exploration
    • Include creative/pragmatic/systematic findings
    • Add perspective synthesis

CLI Prompt Template:

  • PURPOSE: Role brainstorming for topic - focus description
  • TASK: Bullet list of specific actions
  • MODE: analysis
  • CONTEXT: @**/* | Topic + Exploration vectors + Codebase findings
  • EXPECTED: Output format requirements
  • CONSTRAINTS: Role-specific constraints

Success Criteria:

  • exploration-codebase.json created with codebase context
  • perspectives.json created with 3 perspective analyses
  • brainstorm.md updated with Round 2 findings
  • All CLI calls completed successfully

Phase 3: Interactive Refinement

Objective: Iteratively refine ideas through user-guided exploration cycles.

Prerequisites:

  • Phase 2 completed successfully
  • perspectives.json contains initial ideas
  • brainstorm.md has Round 2 findings

Workflow Steps:

  1. Present Current State

    • Extract top ideas from perspectives.json
    • Display with: title, source, brief description, novelty/feasibility ratings
    • List open questions
  2. Gather User Direction (AskUserQuestion)

    • Question 1: Which ideas to explore (multi-select from top ideas)
    • Question 2: Next step (single-select):
      • 深入探索: Deep dive on selected ideas
      • 继续发散: Generate more ideas
      • 挑战验证: Devil's advocate challenge
      • 合并综合: Merge multiple ideas
      • 准备收敛: Begin convergence (exit loop)
  3. Execute User-Selected Action

    Deep Dive (per selected idea):

    • Launch Gemini CLI with analysis mode
    • Tasks: Elaborate concept, implementation requirements, challenges, POC approach, metrics, dependencies
    • Output: {sessionFolder}/ideas/{idea-slug}.md

    Generate More Ideas:

    • Launch CLI with new angles from unexplored vectors
    • Add results to perspectives.json

    Devil's Advocate Challenge:

    • Launch Codex CLI with analysis mode
    • Tasks: Identify objections, challenge assumptions, failure scenarios, alternatives, survivability rating
    • Return challenge results for idea strengthening

    Merge Ideas:

    • Launch Gemini CLI with analysis mode
    • Tasks: Identify complementary elements, resolve contradictions, create unified concept
    • Add merged idea to perspectives.json
  4. Update brainstorm.md

    • Append Round N section with findings
    • Document user direction and action results
  5. Repeat or Converge

    • Continue loop (max 6 rounds) or exit to Phase 4

Refinement Actions:

Action Tool Output Description
Deep Dive Gemini CLI ideas/{slug}.md Comprehensive idea analysis
Generate More Selected CLI Updated perspectives.json Additional idea generation
Challenge Codex CLI Challenge results Critical weaknesses exposed
Merge Gemini CLI Merged idea Synthesized concept

CLI Call Examples for Refinement Actions:

1. Deep Dive on Selected Idea:

Bash({
  command: `ccw cli -p "
PURPOSE: Deep dive analysis on idea '${idea.title}'
Success: Comprehensive understanding with actionable next steps

TASK:
• Elaborate the core concept in detail
• Identify implementation requirements
• List potential challenges and mitigations
• Suggest proof-of-concept approach
• Define success metrics
• Map related/dependent features

MODE: analysis

CONTEXT: @**/*
Original idea: ${idea.description}
Source perspective: ${idea.source}
User interest reason: ${idea.userReason || 'Selected for exploration'}

EXPECTED:
- Detailed concept description
- Technical requirements list
- Risk/challenge matrix
- MVP definition
- Success criteria
- Recommendation: pursue/pivot/park

CONSTRAINTS: Focus on actionability
" --tool gemini --mode analysis`,
  run_in_background: false
})

2. Devil's Advocate Challenge:

Bash({
  command: `ccw cli -p "
PURPOSE: Devil's advocate - rigorously challenge these brainstorm ideas
Success: Uncover hidden weaknesses and strengthen viable ideas

IDEAS TO CHALLENGE:
${ideas.map((idea, i) => `${i+1}. ${idea.title}: ${idea.brief}`).join('\n')}

TASK:
• For each idea, identify 3 strongest objections
• Challenge core assumptions
• Identify scenarios where this fails
• Consider competitive/alternative solutions
• Assess whether this solves the right problem
• Rate survivability after challenge (1-5)

MODE: analysis

EXPECTED:
- Per-idea challenge report
- Critical weaknesses exposed
- Counter-arguments to objections (if any)
- Ideas that survive the challenge
- Modified/strengthened versions

CONSTRAINTS: Be genuinely critical, not just contrarian
" --tool codex --mode analysis`,
  run_in_background: false
})

3. Merge Multiple Ideas:

Bash({
  command: `ccw cli -p "
PURPOSE: Synthesize multiple ideas into unified concept
Success: Coherent merged idea that captures best elements

IDEAS TO MERGE:
${selectedIdeas.map((idea, i) => `
${i+1}. ${idea.title} (${idea.source})
   ${idea.description}
   Strengths: ${idea.strengths.join(', ')}
`).join('\n')}

TASK:
• Identify complementary elements
• Resolve contradictions
• Create unified concept
• Preserve key strengths from each
• Describe the merged solution
• Assess viability of merged idea

MODE: analysis

EXPECTED:
- Merged concept description
- Elements taken from each source idea
- Contradictions resolved (or noted as tradeoffs)
- New combined strengths
- Implementation considerations

CONSTRAINTS: Don't force incompatible ideas together
" --tool gemini --mode analysis`,
  run_in_background: false
})

Success Criteria:

  • User-selected ideas processed
  • brainstorm.md updated with all refinement rounds
  • ideas/ folder contains deep-dive documents for selected ideas
  • Exit condition reached (user selects "准备收敛" or max rounds)

Phase 4: Convergence & Crystallization

Objective: Synthesize final ideas, generate conclusions, offer next steps.

Prerequisites:

  • Phase 3 completed successfully
  • Multiple rounds of refinement documented
  • User ready to converge

Workflow Steps:

  1. Generate Final Synthesis

    • Consolidate all ideas from perspectives.json and refinement rounds
    • Top ideas: Filter active ideas, sort by score, take top 5
      • Include: title, description, source_perspective, score, novelty, feasibility, strengths, challenges, next_steps
    • Parked ideas: Ideas marked as parked with reason and future trigger
    • Key insights: Process discoveries, challenged assumptions, unexpected connections
    • Recommendations: Primary recommendation, alternatives, not recommended
    • Follow-up: Implementation/research/validation summaries
    • Write to synthesis.json
  2. Final brainstorm.md Update

    • Append synthesis & conclusions section
    • Executive summary: High-level overview
    • Top ideas: Ranked with descriptions, strengths, challenges, next steps
    • Primary recommendation: Best path forward with rationale
    • Alternative approaches: Other viable options with tradeoffs
    • Parked ideas: Future considerations
    • Key insights: Learnings from the process
    • Session statistics: Rounds, ideas generated/survived, duration
  3. Post-Completion Options (AskUserQuestion)

    • 创建实施计划: Launch workflow:plan with top idea
    • 创建Issue: Launch issue:new for top 3 ideas
    • 深入分析: Launch workflow:analyze-with-file for top idea
    • 导出分享: Generate shareable report
    • 完成: No further action

synthesis.json Schema:

  • session_id: Session identifier
  • topic: Original idea/topic
  • completed: Completion timestamp
  • total_rounds: Number of refinement rounds
  • top_ideas[]: Top 5 ranked ideas
  • parked_ideas[]: Ideas parked for future
  • key_insights[]: Process learnings
  • recommendations: Primary/alternatives/not_recommended
  • follow_up[]: Next step summaries

Success Criteria:

  • synthesis.json created with final synthesis
  • brainstorm.md finalized with conclusions
  • User offered next step options
  • Session complete

Configuration

Brainstorm Dimensions

Dimensions matched against topic keywords to identify focus areas:

Dimension Keywords
technical 技术, technical, implementation, code, 实现, architecture
ux 用户, user, experience, UX, UI, 体验, interaction
business 业务, business, value, ROI, 价值, market
innovation 创新, innovation, novel, creative, 新颖
feasibility 可行, feasible, practical, realistic, 实际
scalability 扩展, scale, growth, performance, 性能
security 安全, security, risk, protection, 风险

Role Selection

Professional Roles (recommended based on topic keywords):

Role CLI Tool Focus Area Keywords
system-architect Claude Architecture, patterns 架构, architecture, system, 系统, design pattern
product-manager Gemini Business value, roadmap 产品, product, feature, 功能, roadmap
ui-designer Gemini Visual design, interaction UI, 界面, interface, visual, 视觉
ux-expert Codex User research, usability UX, 体验, experience, user, 用户
data-architect Claude Data modeling, storage 数据, data, database, 存储, storage
test-strategist Codex Quality, testing 测试, test, quality, 质量, QA
subject-matter-expert Gemini Domain knowledge 领域, domain, industry, 行业, expert
product-owner Codex Priority, scope 优先, priority, scope, 范围, backlog
scrum-master Gemini Process, collaboration 敏捷, agile, scrum, sprint, 迭代

Simple Perspectives (fallback):

Perspective CLI Tool Focus Best For
creative Gemini Innovation, cross-domain Generating novel ideas
pragmatic Codex Implementation, feasibility Reality-checking ideas
systematic Claude Architecture, structure Organizing solutions

Selection Strategy:

  1. Auto mode (-y): Choose top 3 recommended professional roles
  2. Manual mode: Present recommended roles + "Use simple perspectives" option
  3. Continue mode: Use roles from previous session

Collaboration Patterns

Pattern Usage Description
Parallel Divergence New topic All roles explore simultaneously from different angles
Sequential Deep-Dive Promising idea One role expands, others critique/refine
Debate Mode Controversial approach Roles argue for/against approaches
Synthesis Mode Ready to decide Combine insights into actionable conclusion

Context Overflow Protection

Per-Role Limits:

  • Main analysis output: < 3000 words
  • Sub-document (if any): < 2000 words each
  • Maximum sub-documents: 5 per role

Synthesis Protection:

  • If total analysis > 100KB, synthesis reads only main analysis files (not sub-documents)
  • Large ideas automatically split into separate idea documents in ideas/ folder

Recovery Steps:

  1. Check CLI logs for context overflow errors
  2. Reduce scope: fewer roles or simpler topic
  3. Use --mode structured for more focused output
  4. Split complex topics into multiple sessions

Prevention:

  • Start with 3 roles (default), increase if needed
  • Use structured topic format: "GOAL: ... SCOPE: ... CONTEXT: ..."
  • Review output sizes before final synthesis

Error Handling

Error Resolution
cli-explore-agent fails Continue with empty exploration context
CLI timeout Retry with shorter prompt, or skip perspective
No good ideas Reframe problem, adjust constraints, try new angles
User disengaged Summarize progress, offer break point with resume
Perspectives conflict Present as tradeoff, let user decide
Max rounds reached Force synthesis, highlight unresolved questions
All ideas fail challenge Return to divergent phase with new constraints

Best Practices

  1. Clear Topic Definition: Detailed topics → better role selection and exploration
  2. Review brainstorm.md: Check thought evolution before final decisions
  3. Embrace Conflicts: Perspective conflicts often reveal important tradeoffs
  4. Document Evolution: brainstorm.md captures full thinking process for team review
  5. Use Continue Mode: Resume sessions to build on previous exploration

Templates

Brainstorm Document Structure

brainstorm.md contains:

  • Header: Session metadata (ID, topic, started, mode, dimensions)
  • Initial Context: User focus, depth, constraints
  • Seed Expansion: Original idea + exploration vectors
  • Thought Evolution Timeline: Round-by-round findings
    • Round 1: Seed Understanding
    • Round 2: Multi-Perspective Exploration (creative/pragmatic/systematic)
    • Round 3-N: Interactive Refinement (deep-dive/challenge/merge)
  • Synthesis & Conclusions: Executive summary, top ideas, recommendations
  • Session Statistics: Rounds, ideas, duration, artifacts

See full markdown template in original file (lines 955-1161).

Usage Recommendations (Requires User Confirmation)

Use Skill(skill="workflow:brainstorm-with-file", args="\"topic or question\"") when:

  • Starting a new feature/product without clear direction
  • Facing a complex problem with multiple possible solutions
  • Need to explore alternatives before committing
  • Want documented thinking process for team review
  • Combining multiple stakeholder perspectives

Use Skill(skill="workflow:analyze-with-file", args="\"topic\"") when:

  • Investigating existing code/system
  • Need factual analysis over ideation
  • Debugging or troubleshooting
  • Understanding current state

Use Skill(skill="workflow:collaborative-plan-with-file", args="\"task description\"") when:

  • Complex planning requiring multiple perspectives
  • Large scope needing parallel sub-domain analysis
  • Want shared collaborative planning document
  • Need structured task breakdown with agent coordination

Use Skill(skill="workflow:lite-plan", args="\"task description\"") when:

  • Direction is already clear
  • Ready to move from ideas to execution
  • Need simple implementation breakdown

Now execute brainstorm-with-file for: $ARGUMENTS