brainstorm
npx skills add https://github.com/catlog22/claude-code-workflow --skill brainstorm
Agent 安装分布
Skill 文档
Brainstorm
Unified brainstorming skill combining interactive framework generation, multi-role parallel analysis, and cross-role synthesis into a single entry point with two operational modes.
Architecture Overview
âââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââââ
â /brainstorm â
â Unified Entry Point + Interactive Routing â
âââââââââââââââââââââââââ¬ââââââââââââââââââââââââââââââââââââââ
â
âââââââââââ´ââââââââââ
â â
âââââââââââââââââââ ââââââââââââââââââââ
â Auto Mode â â Single Role Mode â
â (èªå¨æ¨¡å¼) â â (åè§è²åææ¨¡å¼) â
ââââââââââ¬âââââââââ ââââââââââ¬ââââââââââ
â â
ââââââââââ¼âââââââââ â
â â â â
Phase 2 Phase 3 Phase 4 Phase 3
Artifacts NÃRole Synthesis 1ÃRole
(7æ¥) Analysis (8æ¥) Analysis
å¹¶è¡ (4æ¥)
Data Flow:
Auto Mode:
Phase 2 (artifacts) â guidance-specification.md + selected_roles[]
â Phase 3 (N Ã role-analysis) â {role}/analysis*.md (immutable)
â Phase 4 (synthesis) â feature-specs/ + feature-index.json + synthesis-changelog.md
Single Role Mode:
Phase 3 (1 Ã role-analysis) â {role}/analysis*.md
Key Design Principles
- Dual-Mode Routing: Interactive mode selection via AskUserQuestion, with parameter-based auto-detection
- Progressive Phase Loading: Phase files loaded on-demand via
Ref:markers, not all at once - Task Attachment/Collapse: Sub-tasks attached during phase execution, collapsed after completion
- Session Continuity: All phases share session state via workflow-session.json
- Auto-Continue Execution: Phases chain automatically without user intervention between them
Auto Mode
When --yes or -y: Auto-select auto mode, skip interactive routing question, auto-select recommended roles, skip all clarification questions, use default answers.
Execution Flow
Phase 1: Mode Detection & Interactive Routing
Ref: phases/01-mode-routing.md
Parse arguments, detect mode from flags/parameters, or ask user via AskUserQuestion.
Mode Detection Rules:
- If
--yesor-yflag present â Auto Mode (no question asked) - If first arg matches a known role name â Single Role Mode (no question asked)
- If
--sessionflag present without role name â Ask user - Otherwise â Ask user via AskUserQuestion
Output: execution_mode (“auto” | “single-role”), parsed parameters
Auto Mode Execution (execution_mode = “auto”)
Phase 2: Interactive Framework Generation
Ref: phases/02-artifacts.md
Seven-phase interactive workflow: Context collection â Topic analysis â Role selection â Role questions â Conflict resolution â Final check â Generate specification.
Input: topic description, –count N, –yes flag Output: guidance-specification.md, workflow-session.json (selected_roles[], session_id)
TodoWrite: Attach 7 sub-tasks (Phase 0-5), execute sequentially, collapse on completion.
Phase 3: Parallel Role Analysis
Ref: phases/03-role-analysis.md
Execute role analysis for EACH selected role in parallel.
Input: selected_roles[] from Phase 2, session_id, guidance-specification.md Output: {role}/analysis*.md for each role
Parallel Execution: Launch N role-analysis calls simultaneously (one message with multiple Skill invokes). Each role with --skip-questions flag.
For ui-designer: append --style-skill {package} if provided.
TodoWrite: Attach N parallel sub-tasks, execute concurrently, collapse on completion.
Phase 4: Synthesis Integration
Ref: phases/04-synthesis.md
Six-phase synthesis: Discovery â File discovery â Cross-role analysis â User interaction â Spec generation (single agent, sequential) + Conditional review â Finalization. Role analysis files are read-only (never modified). Spec is the final synthesis artifact.
Input: session_id from Phase 2, all role analysis files from Phase 3 (read-only) Output: feature-specs/, feature-index.json, synthesis-changelog.md
TodoWrite: Attach synthesis sub-tasks, execute sequentially, collapse on completion.
Single Role Mode Execution (execution_mode = “single-role”)
Phase 3: Single Role Analysis
Ref: phases/03-role-analysis.md
Execute role analysis for ONE specified role with optional interactive context gathering.
Input: role_name, –session, –update, –include-questions, –skip-questions, –style-skill Output: {role}/analysis*.md
TodoWrite: Attach 4 sub-tasks (Detection â Context â Agent â Validation), execute sequentially.
Phase Reference Documents (read on-demand when phase executes):
| Phase | Document | Purpose | Used By |
|---|---|---|---|
| 1 | phases/01-mode-routing.md | Parameter parsing, mode detection, interactive routing | Both modes |
| 2 | phases/02-artifacts.md | Interactive framework generation (7 phases) | Auto mode only |
| 3 | phases/03-role-analysis.md | Role-specific analysis generation | Both modes |
| 4 | phases/04-synthesis.md | Cross-role synthesis and feature specs | Auto mode only |
Core Rules
- Start with Mode Detection: First action is Phase 1 (parse args + detect mode)
- Interactive Routing: If mode cannot be determined from args, ASK user via AskUserQuestion
- No Preliminary Analysis: Do not analyze topic before Phase 2 – artifacts handles all analysis
- Parse Every Output: Extract selected_roles from workflow-session.json after Phase 2
- Auto-Continue via TodoList: Check TodoList status to execute next pending phase automatically
- Task Attachment Model: Skill and Task executes attach sub-tasks to current workflow
- â ï¸ CRITICAL: DO NOT STOP: Continuous multi-phase workflow in auto mode. After executing all attached tasks, immediately collapse them and execute next phase
- Parallel Execution: Auto mode Phase 3 attaches multiple agent tasks simultaneously for concurrent execution
- Single Role Independence: Single role mode operates independently without requiring artifacts or synthesis
Input Processing
Parameter Parsing
// Parse from user input (argument string)
const args = parseArguments(user_input);
// Flags
const auto_yes = args.includes('--yes') || args.includes('-y');
const count = extractFlag(args, '--count', 3); // default 3, max 9
const session_id = extractFlag(args, '--session', null);
const update_mode = args.includes('--update');
const include_questions = args.includes('--include-questions');
const skip_questions = args.includes('--skip-questions');
const style_skill = extractFlag(args, '--style-skill', null);
// Role detection
const VALID_ROLES = [
'data-architect', 'product-manager', 'product-owner', 'scrum-master',
'subject-matter-expert', 'system-architect', 'test-strategist',
'ui-designer', 'ux-expert'
];
const first_arg = args[0]; // first non-flag argument
const is_role = VALID_ROLES.includes(first_arg);
// Mode detection
if (auto_yes) {
execution_mode = 'auto';
topic = extractTopic(args);
} else if (is_role) {
execution_mode = 'single-role';
role_name = first_arg;
} else {
execution_mode = null; // Ask user
topic = extractTopic(args);
}
Usage Examples
# Auto mode - full pipeline
/brainstorm "Build real-time collaboration platform" --count 3
/brainstorm -y "GOAL: Build platform SCOPE: 100 users" --count 5
/brainstorm "Design payment system" --style-skill material-design
# Single role mode - individual analysis
/brainstorm system-architect --session WFS-xxx
/brainstorm ux-expert --include-questions
/brainstorm ui-designer --session WFS-xxx --update --style-skill material-design
/brainstorm product-manager --skip-questions
# Ambiguous - will ask interactively
/brainstorm --session WFS-xxx
/brainstorm
Data Flow
Phase 1 (Mode Routing):
Input: user arguments
Output: execution_mode, parsed_params
â
âââââââââ´ââââââââ
Auto Single Role
â â
Phase 2: Phase 3:
Input: topic, count, auto_yes
Output: session_id ââââââââââââââ Input: role_name, session_id
selected_roles[] skip/include questions
guidance-specification.md style_skill
â Output: {role}/analysis*.md
Phase 3:
Input: selected_roles[], session_id
guidance-specification.md
style_skill (for ui-designer)
Output: {role}/analysis*.md (N files, immutable after this point)
â
Phase 4:
Input: session_id, all analysis files (read-only)
Output: feature-specs/F-{id}-{slug}.md
feature-index.json
synthesis-changelog.md
TodoWrite Pattern
Auto Mode Lifecycle
Initial â Phase 1 Mode Routing (completed)
â Phase 2 Artifacts (in_progress)
â 7 sub-tasks ATTACHED (Phase 0-5)
â Execute sequentially
â Sub-tasks COLLAPSED
â Phase 3 Parallel Role Analysis (in_progress)
â N role sub-tasks ATTACHED simultaneously
â Execute concurrently
â Sub-tasks COLLAPSED
â Phase 4 Synthesis (in_progress)
â 8 sub-tasks ATTACHED
â Execute sequentially
â Sub-tasks COLLAPSED
â All completed
Single Role Mode Lifecycle
Initial â Phase 1 Mode Routing (completed)
â Phase 3 Role Analysis (in_progress)
â 4 sub-tasks ATTACHED (Detection â Context â Agent â Validation)
â Execute sequentially
â Sub-tasks COLLAPSED
â Completed
Initial TodoWrite (Auto Mode)
[
{"content": "Phase 1: Mode detection and parameter parsing", "status": "in_progress", "activeForm": "Detecting mode"},
{"content": "Phase 2: Interactive Framework Generation", "status": "pending", "activeForm": "Generating framework"},
{"content": "Phase 3: Parallel Role Analysis", "status": "pending", "activeForm": "Executing parallel analysis"},
{"content": "Phase 4: Synthesis Integration", "status": "pending", "activeForm": "Executing synthesis"}
]
Initial TodoWrite (Single Role Mode)
[
{"content": "Phase 1: Mode detection and parameter parsing", "status": "in_progress", "activeForm": "Detecting mode"},
{"content": "Phase 3: Single role analysis for {role_name}", "status": "pending", "activeForm": "Executing role analysis"}
]
Session Management
â¡ FIRST ACTION: Check .workflow/active/ for existing sessions
Multiple Sessions Support:
- Different Claude instances can have different brainstorming sessions
- If multiple sessions found, prompt user to select
- If single session found, use it
- If no session exists:
- Auto mode: Create
WFS-[topic-slug] - Single role mode: ERROR if no session (must run auto mode first)
- Auto mode: Create
Session Continuity: All phases share session state via workflow-session.json
Available Roles
| Role ID | Title | Focus Area |
|---|---|---|
data-architect |
æ°æ®æ¶æå¸ | Data models, storage strategies, data flow |
product-manager |
产åç»ç | Product strategy, roadmap, prioritization |
product-owner |
产åè´è´£äºº | Backlog management, user stories, acceptance criteria |
scrum-master |
ææ·æç» | Process facilitation, impediment removal |
subject-matter-expert |
é¢åä¸å®¶ | Domain knowledge, business rules, compliance |
system-architect |
ç³»ç»æ¶æå¸ | Technical architecture, scalability, integration |
test-strategist |
æµè¯çç¥å¸ | Test strategy, quality assurance |
ui-designer |
UIè®¾è®¡å¸ | Visual design, mockups, design systems |
ux-expert |
UXä¸å®¶ | User research, information architecture, journey |
Role Selection: Auto mode â handled by artifacts (Phase 2). Single role mode â user specifies directly.
Output Structure
.workflow/active/WFS-{topic}/
âââ workflow-session.json # Session metadata ONLY
âââ .process/
â âââ context-package.json # Phase 0 output (auto mode)
âââ .brainstorming/
âââ guidance-specification.md # Framework (Phase 2, auto mode)
âââ feature-index.json # Feature index (Phase 4, auto mode, feature_mode)
âââ synthesis-changelog.md # Synthesis decisions audit trail (Phase 4, auto mode)
âââ feature-specs/ # Feature specs (Phase 4, auto mode, feature_mode)
â âââ F-001-{slug}.md
â âââ F-00N-{slug}.md
âââ {role}/ # Role analyses (IMMUTABLE after Phase 3)
â âââ {role}-context.md # Interactive Q&A responses
â âââ analysis.md # Main/index document
â âââ analysis-cross-cutting.md # Cross-feature (feature_mode)
â âââ analysis-F-{id}-{slug}.md # Per-feature (feature_mode)
âââ synthesis-specification.md # Integration (Phase 4, non-feature_mode only)
Error Handling
| Error | Recovery | Mode |
|---|---|---|
| Invalid role name | Show valid roles list, ask again | Single Role |
| No active session | Auto mode: create new. Single role: error with guidance | Both |
| Role selection failure | Default to product-manager | Auto |
| Agent execution failure | Agent-specific retry with minimal dependencies | Both |
| Template loading issues | Graceful degradation | Both |
| Synthesis conflicts | Highlight disagreements without forced resolution | Auto |
| Context overflow (>100KB) | Read only analysis.md index files | Auto |
Context Overflow Protection:
- Per-role limits: < 3000 words main, < 2000 words sub-docs, max 5 sub-docs
- Synthesis protection: If total > 100KB, read only
analysis.md(not sub-documents) - Recovery: reduce scope (–count 2) â use –summary-only â manual synthesis
Coordinator Checklist
Pre-Phase Actions:
- Read Phase document via
Ref:marker - Verify prerequisites (session exists, required files present)
- Mark phase as
in_progressin TodoWrite - Attach sub-tasks if applicable
Post-Phase Actions:
- Validate phase outputs exist
- Collapse sub-tasks to phase summary
- Mark phase as
completedin TodoWrite - Auto-continue to next pending phase (auto mode)
- Report completion (single role mode)
Related Commands
Prerequisites:
/workflow:session:start– Start a new workflow session (optional, brainstorm creates its own)
Follow-ups (after brainstorm completes):
/workflow:plan --session {sessionId}– Generate implementation plan/workflow:brainstorm:synthesis --session {sessionId}– Run synthesis standalone (if skipped)
Reference Information
Template Source: ~/.ccw/workflows/cli-templates/planning-roles/
Style SKILL Packages: .claude/skills/style-{package-name}/