Files
Claude-Code-Workflow/.claude/commands/workflow/brainstorm/CLAUDE.md
catlog22 5983762810 feat: Add v1.1 update-memory system with dual-mode operations and enhanced documentation
## New Features
- **Dual-mode update-memory commands**: /update-memory-full and /update-memory-related
- **Git-aware change detection**: Intelligent context-aware documentation updates
- **Complexity-adaptive execution**: Auto-delegation to memory-gemini-bridge for complex projects
- **Depth-parallel processing**: Bottom-up execution ensuring proper context propagation
- **Enhanced issue tracking integration**: Complete /workflow:issue:* command set documentation

## New Scripts & Infrastructure
- detect_changed_modules.sh: Git-based change detection with fallback strategies
- get_modules_by_depth.sh: Hierarchical module discovery and organization
- update_module_claude.sh: Core CLAUDE.md update execution engine

## Documentation Updates
- **README.md**: Added comprehensive update-memory system documentation with usage examples
- **README_CN.md**: Complete Chinese localization of new features and technical details
- **Command reference tables**: Updated with new /update-memory-* commands and /workflow:issue:* set
- **Technical highlights**: Enhanced with dual-mode operations and complexity thresholds
- **Usage workflows**: Added detailed examples for different development scenarios

## Technical Improvements
- Streamlined memory-gemini-bridge.md (reduced by 200+ lines)
- Simplified gemini-unified.md workflow documentation
- Added comprehensive CLAUDE.md files for new modules
- Enhanced DMS (Distributed Memory System) with 4-layer hierarchy templates

## Architecture Enhancements
- **Complexity thresholds**: related mode (>15 modules), full mode (>20 modules)
- **Git integration**: Smart change detection with comprehensive status reporting
- **User confirmation workflows**: Clear execution plans with mandatory approval steps
- **Fallback strategies**: Graceful handling of non-git environments

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-09-10 18:15:30 +08:00

5.8 KiB

Module Analysis: workflow:brainstorm

1. Module-specific Implementation Patterns

Role-Based Command Structure

The brainstorm workflow is composed of multiple, distinct "role" commands. Each role is defined in its own Markdown file (e.g., product-manager.md, system-architect.md). This modular design allows for easy extension by adding new role files.

  • Command Naming Convention: Each role is invoked via a consistent command structure: /workflow:brainstorm:<role-name> <topic>.
  • File Naming Convention: The command's <role-name> corresponds directly to the filename (e.g., product-manager.md implements /workflow:brainstorm:product-manager).

Standardized Role Definition Structure

Each role's .md file follows a strict, standardized structure:

  1. Frontmatter: Defines the command name, description, usage, argument-hint, examples, and allowed-tools. All roles consistently use Task(conceptual-planning-agent) and TodoWrite(*).
  2. Role Overview: Defines the role's purpose, responsibilities, and success metrics.
  3. Analysis Framework: References shared principles (brainstorming-principles.md, brainstorming-framework.md) and lists key questions specific to the role's perspective.
  4. Execution Protocol: A multi-phase process detailing session detection, directory creation, task initialization (TodoWrite), and delegation to the conceptual-planning-agent.
  5. Output Specification: Defines the directory structure and file templates for the analysis artifacts generated by the role.
  6. Session Integration: Specifies how the role's output integrates with the parent session state (workflow-session.json).
  7. Quality Assurance: Provides checklists and standards for validating the quality of the role's output.

2. Internal Architecture and Design Decisions

Session-Based Workflow

The entire workflow is stateful and session-based, managed within the .workflow/ directory.

  • State Management: An active session is marked by a .workflow/.active-* file.
  • Output Scaffolding: Each role command creates a dedicated output directory: .workflow/WFS-{topic-slug}/.brainstorming/<role-name>/. This isolates each perspective's artifacts.

"Map-Reduce" Architectural Pattern

The workflow follows a pattern analogous to Map-Reduce:

  • Map Phase: Each individual role command (product-manager, ui-designer, etc.) acts as a "mapper". It takes the input {topic} and produces a detailed analysis from its unique perspective.
  • Reduce Phase: The synthesis command acts as the "reducer". It collects the outputs from all completed roles, integrates them, identifies consensus and conflicts, and produces a single, comprehensive strategic report.

Delegation to conceptual-planning-agent

The core analytical work is not performed by the commands themselves. Instead, they act as templating engines that construct a detailed prompt for the conceptual-planning-agent. This design decision centralizes the complex reasoning and generation logic into a single, powerful tool, while the Markdown files serve as declarative "configurations" for that tool.

3. API Contracts and Interfaces

Command-Line Interface (CLI)

The primary user-facing interface is the set of CLI commands:

  • Role Commands: /workflow:brainstorm:<role-name> <topic>
  • Synthesis Command: /workflow:brainstorm:synthesis (no arguments)

conceptual-planning-agent Contract

The interface with the planning agent is a structured prompt passed to the Task() tool. This prompt consistently contains:

  • ASSIGNED_ROLE / ROLE CONTEXT: Defines the persona for the agent.
  • USER_CONTEXT: Injects user requirements from the session.
  • ANALYSIS_REQUIREMENTS: A detailed, numbered list of tasks for the agent to perform.
  • OUTPUT REQUIREMENTS: Specifies the exact file paths and high-level content structure for the generated artifacts.

Filesystem Contract

The workflow relies on a strict filesystem structure for state and outputs:

  • Session State: .workflow/WFS-{topic-slug}/workflow-session.json is updated by each role to track progress.
  • Role Outputs: Each role must produce a set of .md files in its designated directory (e.g., analysis.md, roadmap.md).
  • Synthesis Input: The synthesis command expects to find these specific output files to perform its function.

4. Module Dependencies and Relationships

  • Internal Dependencies:

    • The synthesis command is dependent on the outputs of all other role commands. It cannot function until one or more roles have completed their analysis.
    • Individual role commands are largely independent of one another.
  • External Dependencies:

    • conceptual-planning-agent: All roles have a critical dependency on this tool for their core logic.
    • Shared Frameworks: All roles include and depend on @~/.claude/workflows/brainstorming-principles.md and @~/.claude/workflows/brainstorming-framework.md, ensuring a consistent analytical foundation.

5. Testing Strategies

This module does not contain automated tests. Validation relies on a set of quality assurance standards defined within each role's Markdown file.

  • Checklist-Based Validation: Each file contains a "Quality Assurance" or "Quality Standards" section with checklists for:
    • Required Analysis Elements: Ensures all necessary components are present in the output.
    • Core Principles: Validates that the analysis adheres to the role's guiding principles (e.g., "User-Centric", "Data-Driven").
    • Quality Metrics: Provides criteria for assessing the quality of the output (e.g., "Requirements completeness", "Feasibility of implementation plan").

This approach serves as a form of manual, requirement-based testing for the output generated by the conceptual-planning-agent.