Claude-Code-Workflow brainstorm-with-file
Interactive brainstorming with documented thought evolution, multi-perspective analysis, and iterative refinement. Serial execution with no agent delegation.
git clone https://github.com/catlog22/Claude-Code-Workflow
T=$(mktemp -d) && git clone --depth=1 https://github.com/catlog22/Claude-Code-Workflow "$T" && mkdir -p ~/.claude/skills && cp -r "$T/.codex/skills/brainstorm-with-file" ~/.claude/skills/catlog22-claude-code-workflow-brainstorm-with-file && rm -rf "$T"
.codex/skills/brainstorm-with-file/SKILL.mdCodex Brainstorm-With-File Prompt
Overview
Interactive brainstorming workflow with documented thought evolution. Expands initial ideas through questioning, inline multi-perspective analysis, external research, and iterative refinement.
Core workflow: Seed Idea → Expand → Multi-Perspective Explore → Research → Refine → Crystallize → Next Step
Key features:
- brainstorm.md: Complete thought evolution timeline
- Multi-perspective analysis: Creative + Pragmatic + Systematic (serial, inline)
- External research: Web search for inspiration, patterns, and best practices via
web.run - Idea expansion: Progressive questioning and exploration
- Diverge-Converge cycles: Generate options then focus on best paths
- Progress tracking:
for real-time phase progress visibilityfunctions.update_plan - Structured handoff: Terminal gate with execution planning, issue creation, or completion
Auto Mode
When
--yes or -y: Auto-confirm exploration decisions, use recommended perspectives, skip interactive scoping.
Quick Start
# Basic usage /codex:brainstorm-with-file TOPIC="How to improve developer onboarding experience" # With perspective selection /codex:brainstorm-with-file TOPIC="New caching strategy" --perspectives=creative,pragmatic,systematic # Continue existing session /codex:brainstorm-with-file TOPIC="caching strategy" --continue # Auto mode (skip confirmations) /codex:brainstorm-with-file -y TOPIC="Plugin architecture ideas"
Target Topic
$TOPIC
Configuration
| Flag | Default | Description |
|---|---|---|
| false | Auto-confirm all decisions |
| false | Continue existing session |
| creative,pragmatic,systematic | Comma-separated perspective list |
| 15 | Maximum ideas to track |
Session ID format:
BS-{YYYY-MM-DD}-{slug}
- slug: lowercase, alphanumeric + CJK characters, max 40 chars
- date: YYYY-MM-DD (UTC+8)
- Auto-detect continue: session folder + brainstorm.md exists → continue mode
Brainstorm Flow
Step 0: Session Setup ├─ Parse topic, flags (--perspectives, --continue, -y) ├─ Generate session ID: BS-{date}-{slug} ├─ Create session folder (or detect existing → continue mode) └─ functions.update_plan (5 phases: Seed → Explore → Refine → Converge → GATE) Step 1: Seed Understanding ├─ Parse topic, identify brainstorm dimensions ├─ Role/perspective selection with user (or auto) ├─ Initial scoping via functions.request_user_input (mode, focus, constraints) ├─ Expand seed into exploration vectors └─ Initialize brainstorm.md Step 2: Divergent Exploration (Inline, No Agents) ├─ Detect codebase → search relevant modules, patterns │ ├─ Run `ccw spec load --category exploration` (if spec system available) │ └─ Use Grep, Glob, Read, mcp__ace-tool__search_context ├─ Multi-perspective analysis (serial, inline) │ ├─ Creative perspective: innovation, cross-domain, challenge assumptions │ ├─ Pragmatic perspective: feasibility, effort, blockers │ └─ Systematic perspective: decomposition, patterns, scalability ├─ External research via web.run (optional — patterns, best practices, inspiration) ├─ Aggregate findings → perspectives.json + research.json ├─ Update brainstorm.md with Round 1 └─ Initial Idea Coverage Check Step 3: Interactive Refinement (Multi-Round, max 6) ├─ Present current ideas and perspectives (Cumulative Context) ├─ Record findings to brainstorm.md BEFORE updating Current Ideas ├─ Gather user feedback via functions.request_user_input ├─ Process response: │ ├─ Deep Dive → deeper inline analysis on selected ideas │ ├─ Diverge → new inline analysis with different angles │ ├─ Challenge → devil's advocate inline analysis │ ├─ Merge → synthesize complementary ideas inline │ ├─ 外部研究 → web.run for external inspiration/validation │ └─ Converge → exit loop for synthesis ├─ Update brainstorm.md with round details └─ Repeat until user selects converge or max rounds Step 4: Convergence & Crystallization ├─ Consolidate all insights → synthesis.json ├─ Update brainstorm.md with final synthesis ├─ Batch top-idea review via functions.request_user_input └─ MANDATORY Terminal Gate: 执行任务 / 产出Issue / 完成 ├─ Execute Task → handoff-spec.json with implementation scope ├─ Create Issue → display issue creation command └─ Done → end workflow
Output Artifacts
Phase 1: Seed Understanding
| Artifact | Purpose |
|---|---|
| Initialized with session metadata, seed expansion, and exploration vectors |
| Session variables | Topic slug, brainstorm mode, dimensions, exploration vectors |
Phase 2: Divergent Exploration
| Artifact | Purpose |
|---|---|
| Codebase context: relevant files, patterns, architecture constraints |
| Individual perspective outputs (creative, pragmatic, systematic) |
| Aggregated findings with synthesis (convergent/conflicting themes) |
Updated | Round 1: Exploration results and multi-perspective analysis |
Phase 3: Interactive Refinement
| Artifact | Purpose |
|---|---|
| Deep-dive analysis for selected ideas |
| Merged idea documents |
Updated | Round 2-6: User feedback, idea selections, refinement cycles |
Phase 4: Convergence & Crystallization
| Artifact | Purpose |
|---|---|
| Final synthesis: top ideas, recommendations, insights |
Final | Complete thought evolution with conclusions |
Recording Protocol
CRITICAL: During brainstorming, the following situations MUST trigger immediate recording to brainstorm.md:
| Trigger | What to Record | Target Section |
|---|---|---|
| Idea generated | Idea content, source perspective, novelty/feasibility ratings | |
| Perspective shift | Old framing → new framing, trigger reason | |
| User feedback | User's original input, which ideas selected/rejected | |
| Assumption challenged | Original assumption → challenge result, survivability | |
| Ideas merged | Source ideas, merged concept, what was preserved/discarded | |
| Scope adjustment | Before/after scope, trigger reason | |
Decision Record Format
> **Decision**: [Description of the decision] > - **Context**: [What triggered this decision] > - **Options considered**: [Alternatives evaluated] > - **Chosen**: [Selected approach] — **Reason**: [Rationale] > - **Rejected**: [Why other options were discarded] > - **Impact**: [Effect on brainstorming direction]
Narrative Synthesis Format
Append after each round update:
### Round N: Narrative Synthesis **Starting point**: Based on previous round's [conclusions/questions], this round explored [starting point]. **Key progress**: [New ideas/findings] [confirmed/refuted/expanded] previous understanding of [topic area]. **Decision impact**: User selected [feedback type], directing brainstorming toward [adjusted/deepened/maintained]. **Current state**: After this round, top ideas are [updated idea rankings]. **Open directions**: [remaining exploration angles for next round]
Implementation Details
Phase 0: Session Initialization
const getUtc8ISOString = () => new Date(Date.now() + 8 * 60 * 60 * 1000).toISOString() // Parse flags const autoYes = $ARGUMENTS.includes('--yes') || $ARGUMENTS.includes('-y') const continueMode = $ARGUMENTS.includes('--continue') const perspectivesMatch = $ARGUMENTS.match(/--perspectives[=\s]([\w,]+)/) const selectedPerspectiveNames = perspectivesMatch ? perspectivesMatch[1].split(',') : ['creative', 'pragmatic', 'systematic'] // Extract topic const topic = $ARGUMENTS.replace(/--yes|-y|--continue|--perspectives[=\s][\w,]+|--max-ideas[=\s]\d+|TOPIC=/g, '').replace(/^["']|["']$/g, '').trim() // Determine project root const projectRoot = functions.exec_command('git rev-parse --show-toplevel 2>/dev/null || pwd').trim() const slug = topic.toLowerCase().replace(/[^a-z0-9\u4e00-\u9fa5]+/g, '-').substring(0, 40) const dateStr = getUtc8ISOString().substring(0, 10) const sessionId = `BS-${dateStr}-${slug}` const sessionFolder = `${projectRoot}/.workflow/.brainstorm/${sessionId}` // Auto-detect continue: session folder + brainstorm.md exists → continue mode // If continue → load brainstorm.md + perspectives, resume from last round functions.exec_command(`mkdir -p ${sessionFolder}`) // Initialize progress tracking (MANDATORY) functions.update_plan([ { id: "phase-1", title: "Phase 1: Seed Understanding", status: "in_progress" }, { id: "phase-2", title: "Phase 2: Divergent Exploration", status: "pending" }, { id: "phase-3", title: "Phase 3: Interactive Refinement", status: "pending" }, { id: "phase-4", title: "Phase 4: Convergence & Crystallization", status: "pending" }, { id: "next-step", title: "GATE: Post-Completion Next Step", status: "pending" } ])
Phase 1: Seed Understanding
Objective: Parse the initial idea, identify exploration vectors, scope preferences, and initialize the brainstorm document.
Step 1.1: Parse Seed & Identify Dimensions
Match topic keywords against brainstorm dimensions (see Dimensions Reference):
// Match topic text against keyword lists from Dimensions Reference // If multiple dimensions match, include all // If none match, default to "technical" and "innovation" const dimensions = identifyDimensions(topic, BRAINSTORM_DIMENSIONS)
Step 1.2: Role Selection
Recommend roles based on topic keywords, then let user confirm or override.
Professional Roles (recommended based on topic keywords):
| Role | Perspective Focus | Keywords |
|---|---|---|
| system-architect | Architecture, patterns | 架构, architecture, system, 系统, design pattern |
| product-manager | Business value, roadmap | 产品, product, feature, 功能, roadmap |
| ui-designer | Visual design, interaction | UI, 界面, interface, visual, 视觉 |
| ux-expert | User research, usability | UX, 体验, experience, user, 用户 |
| data-architect | Data modeling, storage | 数据, data, database, 存储, storage |
| test-strategist | Quality, testing | 测试, test, quality, 质量, QA |
| subject-matter-expert | Domain knowledge | 领域, domain, industry, 行业, expert |
Simple Perspectives (fallback — always available):
| Perspective | Focus | Best For |
|---|---|---|
| creative | Innovation, cross-domain | Generating novel ideas |
| pragmatic | Implementation, feasibility | Reality-checking ideas |
| systematic | Architecture, structure | Organizing solutions |
Selection Strategy:
- Auto mode: Select top 3 recommended professional roles based on keyword matching
- Manual mode: Present recommended roles + "Use simple perspectives" option
- Continue mode: Use roles from previous session
Step 1.3: Initial Scoping (New Session Only)
For new brainstorm sessions, gather user preferences before exploration (skipped in auto mode or continue mode):
if (!autoYes && !continueMode) { // Single batch: Mode + Focus + Constraints (max 4 questions per call) const scoping = functions.request_user_input({ questions: [ { header: "Mode", // max 12 chars question: "Select brainstorming intensity:", multiSelect: false, options: [ { label: "Balanced (Recommended)", description: "Moderate, 3 perspectives" }, { label: "Creative", description: "Fast, high novelty, 1 perspective" }, { label: "Deep", description: "Comprehensive, 3 perspectives + deep refinement" } ] }, { header: "Focus", question: "Select brainstorming focus areas:", multiSelect: true, options: generateFocusOptions(dimensions) // Dynamic based on dimensions }, { header: "Constraints", question: "Any constraints to consider?", multiSelect: true, options: [ { label: "Existing Arch", description: "Must fit current system" }, { label: "Time Limited", description: "Short implementation timeline" }, { label: "Resource Limited", description: "Limited team/budget" }, { label: "No Constraints", description: "Blue-sky thinking" } ] } ] }) }
Step 1.4: Expand Seed into Exploration Vectors
Generate key questions that guide the brainstorming exploration. Done inline — no agent delegation.
Exploration Vectors:
- Core question: What is the fundamental problem/opportunity?
- User perspective: Who benefits and how?
- Technical angle: What enables this technically?
- Alternative approaches: What other ways could this be solved?
- Challenges: What could go wrong or block success?
- Innovation angle: What would make this 10x better?
- Integration: How does this fit with existing systems/processes?
Analyze the topic inline against user focus areas and constraints to produce 5-7 exploration vectors.
Step 1.5: Initialize brainstorm.md
const brainstormMd = `# Brainstorm Session **Session ID**: ${sessionId} **Topic**: ${topic} **Started**: ${getUtc8ISOString()} **Dimensions**: ${dimensions.join(', ')} **Mode**: ${brainstormMode} ## Table of Contents <!-- TOC: Auto-updated after each round/phase. --> - [Session Context](#session-context) - [Current Ideas](#current-ideas) - [Thought Evolution Timeline](#thought-evolution-timeline) ## Current Ideas <!-- REPLACEABLE BLOCK: Overwrite (not append) after each round with latest ranked ideas. --> > To be populated after exploration. ## Session Context - Focus areas: ${focusAreas.join(', ')} - Perspectives: ${selectedPerspectiveNames.join(', ')} - Constraints: ${constraints.join(', ')} - Mode: ${brainstormMode} ## Exploration Vectors ${explorationVectors.map((v, i) => `${i+1}. ${v}`).join('\n')} ## Initial Decisions > Record why these perspectives and focus areas were selected. --- ## Thought Evolution Timeline > Rounds will be appended below as brainstorming progresses. --- ## Decision Trail > Consolidated critical decisions across all rounds (populated in Phase 4). ` Write(`${sessionFolder}/brainstorm.md`, brainstormMd)
Success Criteria:
- Session folder created with brainstorm.md initialized
- Brainstorm dimensions identified and user preferences captured
- Initial decisions recorded: Perspective selection rationale, excluded options with reasons
- Exploration vectors generated
- 1-3 perspectives selected
Phase 2: Divergent Exploration
Objective: Gather codebase context and execute multi-perspective analysis to generate diverse viewpoints. All exploration done inline — no agent delegation.
Step 2.1: Detect Codebase & Explore
const hasCodebase = functions.exec_command(` test -f package.json && echo "nodejs" || test -f go.mod && echo "golang" || test -f Cargo.toml && echo "rust" || test -f pyproject.toml && echo "python" || test -f pom.xml && echo "java" || test -d src && echo "generic" || echo "none" `).trim() if (hasCodebase !== 'none') { // 1. Read project metadata (if exists) // - Run `ccw spec load --category exploration` (load project specs) // - Run `ccw spec load --category debug` (known issues and root-cause notes) // - .workflow/specs/*.md (project conventions) // 2. Search codebase for relevant content // Use: Grep, Glob, Read, or mcp__ace-tool__search_context // Focus on: modules/components, patterns/structure, integration points, config/dependencies // 3. Write findings Write(`${sessionFolder}/exploration-codebase.json`, JSON.stringify({ project_type: hasCodebase, relevant_files: [...], // [{path, relevance, summary}] existing_patterns: [...], // [{pattern, files, description}] architecture_constraints: [...], // Constraints found integration_points: [...], // [{location, description}] key_findings: [...], // Main insights from code search _metadata: { timestamp: getUtc8ISOString(), exploration_scope: '...' } }, null, 2)) }
Step 2.2: Multi-Perspective Analysis (Serial, Inline)
Analyze from each selected perspective. All analysis done inline by the AI — no agents.
Perspective Definitions:
| Perspective | Focus | Tasks |
|---|---|---|
| Creative | Innovation, cross-domain | Think beyond obvious, explore cross-domain inspiration, challenge assumptions, generate moonshot ideas |
| Pragmatic | Implementation reality | Evaluate feasibility, identify existing patterns/libraries, estimate complexity, highlight blockers |
| Systematic | Architecture thinking | Decompose problem, identify architectural patterns, map dependencies, consider scalability |
Serial execution — analyze each perspective sequentially:
const perspectives = ['creative', 'pragmatic', 'systematic'] perspectives.forEach(perspective => { // Analyze inline using exploration-codebase.json as context // Generate ideas from this perspective's focus Write(`${sessionFolder}/perspectives/${perspective}.json`, JSON.stringify({ perspective: perspective, ideas: [ // 3-5 ideas per perspective { title: '...', description: '...', novelty: 1-5, feasibility: 1-5, rationale: '...' } ], key_findings: [...], challenged_assumptions: [...], open_questions: [...], _metadata: { perspective, timestamp: getUtc8ISOString() } }, null, 2)) })
Step 2.3: Aggregate Multi-Perspective Findings
// Update progress functions.update_plan([{ id: "phase-2", title: "Phase 2: Divergent Exploration", status: "in_progress" }]) const synthesis = { session_id: sessionId, timestamp: getUtc8ISOString(), topic, // Individual perspective findings creative: readJson(`${sessionFolder}/perspectives/creative.json`), pragmatic: readJson(`${sessionFolder}/perspectives/pragmatic.json`), systematic: readJson(`${sessionFolder}/perspectives/systematic.json`), // Cross-perspective synthesis synthesis: { convergent_themes: [...], // What all perspectives agree on conflicting_views: [...], // Where perspectives differ unique_contributions: [...] // Insights unique to specific perspectives }, // Aggregated for refinement aggregated_ideas: [...], // Merged and deduplicated ideas from all perspectives key_findings: [...] // Main insights across all perspectives } Write(`${sessionFolder}/perspectives.json`, JSON.stringify(synthesis, null, 2))
Step 2.3b: External Research (Optional)
Search for external inspiration, industry best practices, and prior art to enrich brainstorming context.
// Triggered when: topic involves established patterns, industry trends, or competitive landscape const researchQueries = generateResearchQueries(topic, dimensions) researchQueries.forEach(query => { const results = web.run({ search_query: query }) // Extract: patterns, inspiration, best practices, case studies }) // Write research findings Write(`${sessionFolder}/research.json`, JSON.stringify({ queries: researchQueries, findings: [...], // [{source, insight, relevance_to_topic}] inspiration: [...], // Cross-domain ideas from external sources best_practices: [...], _metadata: { timestamp: getUtc8ISOString() } }, null, 2)) // Merge research findings into perspectives.json synthesis // Update convergent_themes and unique_contributions with external evidence
Step 2.4: Update brainstorm.md
Append Round 1 with exploration results using the Round Documentation Pattern.
Round 1 Sections (Multi-Perspective Exploration):
- Creative Perspective: Novel ideas with novelty/impact ratings
- Pragmatic Perspective: Practical approaches with effort/risk ratings
- Systematic Perspective: Architectural options with tradeoff analysis
- Perspective Synthesis: Convergent themes, conflicts, unique contributions
Step 2.5: Initial Idea Coverage Check
// Check exploration vectors against Round 1 findings appendToBrainstorm(` #### Initial Idea Coverage Check (Post-Exploration) ${explorationVectors.map((vector, i) => { const status = assessCoverage(vector, explorationFindings) return `- ${status.icon} Vector ${i+1}: ${vector} — ${status.detail}` }).join('\n')} > Next rounds will focus on uncovered and in-progress vectors. `)
Success Criteria:
- exploration-codebase.json created with codebase context (if codebase exists)
- perspectives/*.json created for each perspective
- perspectives.json created with aggregated findings and synthesis
- brainstorm.md updated with Round 1 results
- Initial Idea Coverage Check completed
- Key findings recorded with evidence and ratings
Phase 3: Interactive Refinement
Objective: Iteratively refine ideas through multi-round user-guided exploration cycles. Max Rounds: 6. All analysis done inline.
Auto mode behavior (
--yes):
- Balanced/Deep mode: Run 2 auto-rounds (1× Deep Dive on top 2 ideas, 1× Challenge on top 3 ideas), then auto-converge
- Creative mode: Run 1 auto-round (1× Diverge), then auto-converge
- Skip user direction prompts; auto-select based on idea scores
Cumulative Context Rule: Each round's analysis MUST include ALL prior findings as context. Never analyze in isolation — always build on:
- Previous rounds' ideas and ratings
- User feedback from all prior rounds
- Research findings (if any)
- Challenged assumptions and their outcomes
Record-Before-Continue Rule: MUST write round findings to brainstorm.md BEFORE updating Current Ideas or presenting next interaction.
Step 3.1: Present Findings & Gather User Direction
Current Understanding Summary (Round >= 2, BEFORE presenting new findings):
- Generate 1-2 sentence recap of top ideas and last round's direction
- Example: "Top ideas so far: [idea1], [idea2]. Last round [deepened/challenged/merged]. Here are the latest findings:"
// Update progress functions.update_plan([{ id: "phase-3", title: "Phase 3: Interactive Refinement", status: "in_progress" }]) if (!autoYes) { // Dynamic options based on round context const baseOptions = [ { label: "Deep Dive", description: "Explore selected ideas in detail" }, { label: "Diverge More", description: "Generate more ideas from different angles" }, { label: "Challenge", description: "Devil's advocate — test ideas critically" }, { label: "Merge Ideas", description: "Combine complementary ideas" } ] // Add research option if not yet done or if new angles emerged if (!researchDone || newAnglesEmerged) { baseOptions.push({ label: "外部研究", description: "Search for external inspiration and best practices" }) } // Always include converge as final option baseOptions.push({ label: "Ready to Converge", description: "Sufficient ideas, proceed to synthesis" }) const feedback = functions.request_user_input({ questions: [{ header: "Direction", // max 12 chars question: `Brainstorm round ${round}: What would you like to do next?`, multiSelect: false, options: baseOptions.slice(0, 4) // max 4 options per schema }] }) }
Step 3.2: Process User Response
Recording Checkpoint: Regardless of option selected, MUST record to brainstorm.md:
- User's original choice and expression
- Impact on brainstorming direction
- If direction changed, record a full Decision Record
| Response | Action |
|---|---|
| Deep Dive | Ask which ideas to explore. Inline analysis: elaborate concept, identify requirements/dependencies, analyze challenges, suggest PoC approach, define success metrics. Write to . |
| Diverge More | Inline analysis with different angles: alternative framings, cross-domain inspiration, what-if scenarios, constraint relaxation. Generate new ideas. |
| Challenge | Inline devil's advocate analysis: 3 strongest objections per idea, challenge assumptions, failure scenarios, competitive alternatives, survivability rating (1-5). |
| Merge Ideas | Ask which ideas to merge. Inline synthesis: identify complementary elements, resolve contradictions, create unified concept, preserve strengths. Write to . |
| 外部研究 | Execute with topic-specific queries. Search for: industry patterns, competitive solutions, best practices, academic research. Merge findings into current round. Update . |
| Ready to Converge | Record why concluding. Exit loop → Phase 4. |
Step 3.3: Deep Dive on Selected Ideas
When user selects "deep dive", provide comprehensive inline analysis:
// For each selected idea, analyze inline selectedIdeas.forEach(idea => { const deepDive = { title: idea.title, detailed_description: '...', // Elaborated concept technical_requirements: [...], // Implementation needs dependencies: [...], // What this depends on challenges: [ // Risk/challenge matrix { challenge: '...', severity: 'high|medium|low', mitigation: '...' } ], poc_approach: '...', // Proof-of-concept suggestion success_metrics: [...], // How to measure success source_perspectives: [...] // Which perspectives contributed } Write(`${sessionFolder}/ideas/${ideaSlug}.md`, formatIdeaMarkdown(deepDive)) })
Step 3.4: Devil's Advocate Challenge
When user selects "challenge", perform inline critical analysis:
selectedIdeas.forEach(idea => { const challenge = { idea: idea.title, objections: [...], // 3+ strongest objections challenged_assumptions: [...], // Core assumptions tested failure_scenarios: [...], // When/how this fails alternatives: [...], // Competitive/alternative solutions survivability_rating: 1-5, // How well idea survives challenge strengthened_version: '...' // Improved version post-challenge } // Record in brainstorm.md })
Step 3.5: Merge Multiple Ideas
When user selects "merge", synthesize inline:
const merged = { title: '...', // New merged concept name description: '...', // Unified concept description source_ideas: [...], // Which ideas were merged elements_from_each: [...], // What was taken from each source contradictions_resolved: [...], // How conflicts were handled combined_strengths: [...], // New combined advantages implementation_considerations: '...' } Write(`${sessionFolder}/ideas/merged-idea-${n}.md`, formatMergedIdeaMarkdown(merged))
Step 3.6: Document Each Round
Update brainstorm.md using the Round Documentation Pattern.
Append to Thought Evolution Timeline: User Direction, Decision Log, Ideas Generated/Updated, Analysis Results, Challenged Assumptions, Open Items, Narrative Synthesis.
Replace (not append):
| Section | Update Rule |
|---|---|
| Overwrite with latest ranked idea list |
| Update links to include new Round N sections |
Success Criteria:
- User feedback processed for each round
- brainstorm.md updated with all refinement rounds
- Ideas in
folder for selected deep-divesideas/ - Exit condition reached (user selects converge or max rounds)
Phase 4: Convergence & Crystallization
Objective: Synthesize final ideas, generate conclusions and recommendations, and offer next steps.
Step 4.1: Consolidate Insights
const synthesis = { session_id: sessionId, topic, completed: getUtc8ISOString(), total_rounds: roundCount, top_ideas: [ // Top 5 ranked ideas { title: '...', description: '...', source_perspective: '...', score: 1-10, // Final viability score novelty: 1-5, // Innovation rating feasibility: 1-5, // Implementation feasibility key_strengths: [...], main_challenges: [...], next_steps: [...], review_status: 'accepted|modified|rejected|pending' } ], parked_ideas: [...], // Ideas for future consideration key_insights: [...], // Key learnings from brainstorming recommendations: { primary: '...', // Best path forward alternatives: [...] // Other viable options }, follow_up: [ // Suggested next steps { type: 'implement|research|validate', summary: '...' } ], decision_trail: [ // Consolidated from all phases { round: 1, decision: '...', context: '...', chosen: '...', reason: '...', impact: '...' } ] } Write(`${sessionFolder}/synthesis.json`, JSON.stringify(synthesis, null, 2))
Step 4.2: Final brainstorm.md Update
Synthesis & Conclusions:
- Executive Summary: High-level overview of brainstorming results
- Top Ideas: Ranked list with descriptions and strengths/challenges
- Primary Recommendation: Best path forward with clear rationale
- Alternative Approaches: Other viable options with tradeoff analysis
- Parked Ideas: Future considerations with potential triggers
- Key Insights: Important learnings from the process
Current Ideas (Final):
| Subsection | Content |
|---|---|
| Top Ideas | Ranked by score with strengths/challenges |
| Idea Evolution | How top ideas developed across rounds |
| Key Insights | Valuable learnings for future reference |
Decision Trail:
| Subsection | Content |
|---|---|
| Critical Decisions | Pivotal decisions that shaped the outcome |
| Direction Changes | Timeline of scope/focus adjustments with rationale |
| Trade-offs Made | Key trade-offs and why certain paths were chosen |
Session Statistics: Total rounds, ideas generated, ideas survived challenges, perspectives used, artifacts generated.
Step 4.3: Interactive Top-Idea Review (skip in auto mode)
Batch review of top ideas (max 4 questions per call, so group top ideas accordingly):
// Update progress functions.update_plan([{ id: "phase-4", title: "Phase 4: Convergence & Crystallization", status: "in_progress" }]) if (!autoYes) { // Batch review: up to 4 ideas per functions.request_user_input call const batchSize = 4 for (let batch = 0; batch < rankedIdeas.length; batch += batchSize) { const batchIdeas = rankedIdeas.slice(batch, batch + batchSize) const review = functions.request_user_input({ questions: batchIdeas.map((idea, i) => ({ header: `Idea #${batch + i + 1}`, // max 12 chars question: `"${idea.title}" (score: ${idea.score}). Your decision:`, multiSelect: false, options: [ { label: "Accept", description: "Keep in final recommendations" }, { label: "Modify", description: "Adjust scope or priority" }, { label: "Reject", description: "Remove from recommendations" }, { label: "Accept Rest", description: "Accept all remaining ideas" } ] })) }) // Process: Accept → "accepted" | Modify → gather text → "modified" | Reject → "rejected" // Accept Rest → mark all remaining as "accepted", break outer loop // Record review decisions to brainstorm.md Decision Log + update synthesis.json } }
Review Summary (append to brainstorm.md):
### Top Idea Review Summary | # | Idea | Score | Novelty | Feasibility | Review Status | Notes | |---|------|-------|---------|-------------|---------------|-------| | 1 | [title] | 8 | 4 | 3 | Accepted | | | 2 | [title] | 7 | 5 | 2 | Modified | [notes] | | 3 | [title] | 6 | 3 | 4 | Rejected | [reason] |
Step 4.4: MANDATORY Terminal Gate (Post-Completion Next Step)
CRITICAL: This gate MUST execute. The workflow MUST NOT end without this
functions.request_user_input call.
// Update progress — mark phase 4 complete, activate terminal gate functions.update_plan([ { id: "phase-4", title: "Phase 4: Convergence & Crystallization", status: "completed" }, { id: "next-step", title: "GATE: Post-Completion Next Step", status: "in_progress" } ]) const nextStep = functions.request_user_input({ questions: [{ header: "Next Step", // max 12 chars question: "Brainstorming complete. What would you like to do next?", multiSelect: false, options: [ { label: "Execute Task", description: "Build implementation scope and handoff spec from top ideas" }, { label: "Create Issue", description: "Convert top ideas into trackable issues" }, { label: "Done", description: "End workflow, all artifacts saved" } ] }] }) // Handle next step if (nextStep === "Execute Task") { // Build implementation scope from accepted ideas // Step A: Identify scope items from top ideas // Step B: Generate handoff-spec.json with implementation details // Step C: Write handoff-spec.json to session folder Write(`${sessionFolder}/handoff-spec.json`, JSON.stringify({ session_id: sessionId, topic, scope_items: acceptedIdeas.map(idea => ({ title: idea.title, description: idea.description, implementation_approach: idea.next_steps, priority: idea.score >= 8 ? 'high' : idea.score >= 5 ? 'medium' : 'low', estimated_complexity: idea.feasibility <= 2 ? 'high' : idea.feasibility <= 4 ? 'medium' : 'low' })), recommended_workflow: 'workflow-lite-plan or workflow-plan', _metadata: { generated: getUtc8ISOString(), source_session: sessionId } }, null, 2)) // Display: "Handoff spec created. Run /workflow-lite-plan to execute." } else if (nextStep === "Create Issue") { // Display command for user to run manually // "/issue:from-brainstorm ${sessionFolder}" or "/issue:new ..." } // Mark terminal gate complete functions.update_plan([ { id: "next-step", title: "GATE: Post-Completion Next Step", status: "completed" } ])
Success Criteria:
- synthesis.json created with complete synthesis
- brainstorm.md finalized with all conclusions
- Terminal gate executed with user's next-step choice
- If "Execute Task": handoff-spec.json created with implementation scope
- Session complete and all artifacts available
Templates
Round Documentation Pattern
Each round follows this structure in brainstorm.md:
### Round N - [DeepDive|Diverge|Challenge|Merge] (timestamp) #### User Input What the user indicated they wanted to focus on #### Decision Log <!-- Use Decision Record Format from Recording Protocol --> #### Ideas Generated New ideas from this round with ratings #### Analysis Results Detailed findings from this round's analysis - Finding 1 (evidence: file:line or rationale) - Finding 2 (evidence: file:line or rationale) #### Challenged Assumptions - ~~Previous assumption~~ → New understanding - Reason: Why the assumption was wrong #### Open Items Remaining questions or exploration directions #### Narrative Synthesis <!-- Use Narrative Synthesis Format from Recording Protocol -->
brainstorm.md Evolution Summary
- Header: Session ID, topic, start time, dimensions, mode
- Session Context: Focus areas, perspectives, constraints
- Exploration Vectors: Key questions guiding exploration
- Initial Decisions: Why these perspectives and focus areas were selected
- Thought Evolution Timeline: Round-by-round findings
- Round 1: Exploration Results + Decision Log + Narrative Synthesis
- Round 2-N: Current Ideas Summary + User feedback + direction adjustments + new ideas + Decision Log + Narrative Synthesis
- Decision Trail: Consolidated critical decisions across all rounds
- Synthesis & Conclusions: Summary, top ideas, recommendations
- Current Ideas (Final): Consolidated ranked ideas
- Session Statistics: Rounds completed, ideas generated, artifacts produced
Reference
Output Structure
{projectRoot}/.workflow/.brainstorm/BS-{date}-{slug}/ ├── brainstorm.md # Complete thought evolution timeline ├── exploration-codebase.json # Phase 2: Codebase context ├── perspectives/ # Phase 2: Individual perspective outputs │ ├── creative.json │ ├── pragmatic.json │ └── systematic.json ├── perspectives.json # Phase 2: Aggregated findings with synthesis ├── research.json # Phase 2/3: External research findings (if web.run used) ├── synthesis.json # Phase 4: Final synthesis ├── handoff-spec.json # Phase 4: Implementation scope (if "Execute Task" selected) └── ideas/ # Phase 3: Individual idea deep-dives ├── idea-1.md ├── idea-2.md └── merged-idea-1.md
| File | Phase | Description |
|---|---|---|
| 1-4 | Session metadata → thought evolution → conclusions |
| 2 | Codebase context: relevant files, patterns, constraints |
| 2 | Per-perspective idea generation results |
| 2 | Aggregated findings with cross-perspective synthesis |
| 2-3 | External research: patterns, best practices, inspiration |
| 3 | Individual idea deep-dives and merged ideas |
| 4 | Final synthesis: top ideas, recommendations, insights |
| 4 | Implementation scope and handoff (if Execute Task selected) |
Brainstorm Dimensions
| Dimension | Keywords | Description |
|---|---|---|
| technical | 技术, technical, implementation, code, 实现, architecture | Implementation approaches |
| ux | 用户, user, experience, UX, UI, 体验, interaction | User-facing design ideas |
| business | 业务, business, value, ROI, 价值, market | Business model innovations |
| innovation | 创新, innovation, novel, creative, 新颖 | Breakthrough ideas |
| feasibility | 可行, feasible, practical, realistic, 实际 | Realistic approaches |
| scalability | 扩展, scale, growth, performance, 性能 | Large-scale solutions |
| security | 安全, security, risk, protection, 风险 | Security considerations |
Brainstorm Perspectives
| Perspective | Focus | Best For |
|---|---|---|
| Creative | Innovation, cross-domain inspiration, challenging assumptions | Generating novel and surprising ideas |
| Pragmatic | Implementation feasibility, effort estimates, blockers | Reality-checking ideas |
| Systematic | Problem decomposition, patterns, scalability, architecture | Organizing and structuring solutions |
Brainstorm Modes
| Mode | Intensity | Perspectives | Description |
|---|---|---|---|
| Creative | High novelty | 1 perspective | Fast, focus on novel ideas |
| Balanced | Mixed | 3 perspectives | Moderate, balanced exploration (default) |
| Deep | Comprehensive | 3 perspectives + deep refinement | Thorough multi-round investigation |
Collaboration Patterns
| Pattern | Usage | Description |
|---|---|---|
| Parallel Divergence | New topic | All perspectives explored serially for comprehensive coverage |
| Sequential Deep-Dive | Promising idea | One perspective elaborates, others critique |
| Debate Mode | Controversial approach | Inline analysis arguing for/against |
| Synthesis Mode | Ready to decide | Inline synthesis combining insights from all perspectives |
Context Overflow Protection
Per-Perspective Limits:
- Main analysis output: < 3000 words
- Sub-document (if any): < 2000 words each
- Maximum sub-documents: 5 per perspective
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:
- Check outputs for truncation or overflow
- Reduce scope: fewer perspectives or simpler topic
- Use structured brainstorm mode for more focused output
- Split complex topics into multiple sessions
Error Handling
| Situation | Action | Recovery |
|---|---|---|
| No codebase detected | Normal flow, pure topic brainstorming | Proceed without exploration-codebase.json |
| Codebase search fails | Continue with available context | Note limitation in brainstorm.md |
| Web research fails | Continue without external findings | Note in brainstorm.md, rely on inline analysis |
| Research conflicts with ideas | Present as competing evidence | Let user decide which direction to pursue |
| No good ideas | Reframe problem or adjust constraints | Try new exploration angles |
| Perspectives conflict | Present as tradeoff options | Let user select preferred direction |
| Max rounds reached (6) | Force synthesis phase | Highlight unresolved questions |
| Session folder conflict | Append timestamp suffix | Create unique folder |
| User timeout | Save state, show resume command | Use to resume |
Best Practices
Core Principles
- No code modifications: This skill is strictly read-only. It produces analysis and idea documents but NEVER modifies source code.
- Record Decisions Immediately: Capture decisions as they happen using the Decision Record format
- Evidence-Based: Ideas referencing codebase patterns should include file:line evidence
- Embrace Conflicts: Perspective conflicts often reveal important tradeoffs
Before Starting
- Clear Topic Definition: Detailed topics lead to better dimension identification
- User Context: Understanding preferences helps guide brainstorming intensity
- Scope Understanding: Being clear about time/scope expectations sets correct exploration level
During Brainstorming
- Review Perspectives: Check all perspective results before refinement rounds
- Document Assumptions: Track what you think is true for correction later
- Use Continue Mode: Resume sessions to build on previous exploration
- Iterate Thoughtfully: Each refinement round should meaningfully advance ideas
- Track Idea Evolution: Document how ideas changed across rounds
Documentation Practices
- Timeline Clarity: Use clear timestamps for traceability
- Evolution Tracking: Document how ideas developed and morphed
- Multi-Perspective Synthesis: Document convergent/conflicting themes
- Action Items: Generate specific, implementable recommendations
When to Use
Use brainstorm-with-file when:
- Generating new ideas and solutions for a topic
- Need multi-perspective exploration of possibilities
- Want documented thought evolution showing how ideas develop
- Exploring creative solutions before committing to implementation
- Need diverge-converge cycles to refine ideas
Consider alternatives when:
- Analyzing existing code/architecture → use
analyze-with-file - Specific bug diagnosis needed → use
debug-with-file - Complex planning with requirements → use
collaborative-plan-with-file - Ready to implement → use
lite-plan
Now start brainstorming for topic: $TOPIC
IMPORTANT: This skill is brainstorming-only. It produces analysis, perspectives, and synthesis documents but NEVER executes code, modifies source files, or auto-launches other skills. All follow-up actions require user to manually run the suggested commands.