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brainstorm-with-file

Interactive brainstorming with documented thought evolution, multi-perspective analysis, and iterative refinement. Serial execution with no agent delegation.

Quellinformationen

Repository
catlog22/Claude-Code-Workflow
Letzte Quellaktivität
16. April 2026 um 07:20
Erkannte Sprache von SKILL.md
Englisch
Sterne
2.128
Forks
166

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SKILL.md
Quellanweisungen · Schreibgeschützte Vorschau
name
brainstorm-with-file
description
Interactive brainstorming with documented thought evolution, multi-perspective analysis, and iterative refinement. Serial execution with no agent delegation.
argument-hint
TOPIC="<idea or topic>" [--perspectives=creative,pragmatic,systematic] [--max-ideas=<n>]
# Codex 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**: `functions.update_plan` for real-time phase progress visibility - **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 ```bash # 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 | |------|---------|-------------| | `-y, --yes` | false | Auto-confirm all decisions | | `--continue` | false | Continue existing session | | `--perspectives` | creative,pragmatic,systematic | Comma-separated perspective list | | `--max-ideas` | 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 | |----------|---------| | `brainstorm.md` | Initialized with session metadata, seed expansion, and exploration vectors | | Session variables | Topic slug, brainstorm mode, dimensions, exploration vectors | ### Phase 2: Divergent Exploration | Artifact | Purpose | |----------|---------| | `exploration-codebase.json` | Codebase context: relevant files, patterns, architecture constraints | | `perspectives/*.json` | Individual perspective outputs (creative, pragmatic, systematic) | | `perspectives.json` | Aggregated findings with synthesis (convergent/conflicting themes) | | Updated `brainstorm.md` | Round 1: Exploration results and multi-perspective analysis | ### Phase 3: Interactive Refinement | Artifact | Purpose | |----------|---------| | `ideas/{idea-slug}.md` | Deep-dive analysis for selected ideas | | `ideas/merged-idea-{n}.md` | Merged idea documents | | Updated `brainstorm.md` | Round 2-6: User feedback, idea selections, refinement cycles | ### Phase 4: Convergence & Crystallization | Artifact | Purpose | |----------|---------| | `synthesis.json` | Final synthesis: top ideas, recommendations, insights | | Final `brainstorm.md` | 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 | `#### Ideas Generated` | | **Perspective shift** | Old framing → new framing, trigger reason | `#### Decision Log` | | **User feedback** | User's original input, which ideas selected/rejected | `#### User Input` | | **Assumption challenged** | Original assumption → challenge result, survivability | `#### Challenged Assumptions` | | **Ideas merged** | Source ideas, merged concept, what was preserved/discarded | `#### Decision Log` | | **Scope adjustment** | Before/after scope, trigger reason | `#### Decision Log` | ### Decision Record Format ```markdown > **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: ```markdown ### 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 ```javascript 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](#brainstorm-dimensions)): ```javascript // 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**: 1. **Auto mode**: Select top 3 recommended professional roles based on keyword matching 2. **Manual mode**: Present recommended roles + "Use simple perspectives" option 3. **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): ```javascript 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" } ]
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