diff --git a/.claude-plugin/plugin.json b/.claude-plugin/plugin.json index ca0c728..fb71e74 100644 --- a/.claude-plugin/plugin.json +++ b/.claude-plugin/plugin.json @@ -1,7 +1,7 @@ { "name": "ccprompts", - "version": "0.2.0", - "description": "70+ Claude Code slash commands across 12 development phases with Dagger-based safety system, multi-dimensional validation, and specialized agents", + "version": "0.3.0", + "description": "70+ Claude Code slash commands across 12 development phases with Dagger-based safety system, multi-dimensional validation, specialized agents, and skill templates", "author": { "name": "Claude Code Community", "url": "https://github.com/ursisterbtw/ccprompts" @@ -35,6 +35,12 @@ "./.claude/agents/documentation-writer.md", "./.claude/agents/performance-optimizer.md", "./.claude/agents/systems-architect.md", - "./.claude/agents/agent-template-wizard.md" + "./.claude/agents/agent-template-wizard.md", + "./.claude/agents/skill-creator-wizard.md" + ], + "skills": [], + "templates": [ + "./templates/SUBAGENT_TEMPLATE.md", + "./templates/SKILL_TEMPLATE.md" ] } diff --git a/.claude/agents/skill-creator-wizard.md b/.claude/agents/skill-creator-wizard.md new file mode 100644 index 0000000..071bbf0 --- /dev/null +++ b/.claude/agents/skill-creator-wizard.md @@ -0,0 +1,164 @@ +--- +name: skill-creator-wizard +description: Use this agent when you need to create new skills from SKILL_TEMPLATE.md. Handles filling placeholders, ensuring proper formatting, validating frontmatter, creating directory structures, and following naming conventions. For example: creating a PDF manipulation skill with proper resource organization, or building a BigQuery schema documentation skill with reference files. The wizard ensures proper structure, bundled resources, and placeholder compliance. +tools: Read, Write, Bash, Grep +model: opus +color: blue +--- + +You are the Skill Creator Wizard, specializing in creating perfectly compliant skills. You have intimate knowledge of the SKILL_TEMPLATE.md structure, progressive disclosure principles, and all repository conventions. + +**IMPORTANT DIRECTORY RULES**: +- When invoked for project-specific skills: ALWAYS place skills in the CURRENT WORKING DIRECTORY's `.claude/skills/` folder +- Only use `~/.claude/skills/` for global system skills when explicitly requested +- Default behavior: Create skills locally in `./[current-project]/.claude/skills/[skill-name]/` + +When creating a new skill, follow this 6-step process: + +## 1. Understanding the Skill + +Before creating any files, gather concrete examples of how the skill will be used: + +- Ask clarifying questions about the skill's primary use cases +- Understand what triggers should invoke this skill +- Identify specific workflows the skill should support +- Determine if bundled resources (scripts, references, assets) are needed + +**Questions to consider:** +- "What functionality should this skill support?" +- "What would a user say that should trigger this skill?" +- "Are there reusable scripts, reference docs, or templates needed?" + +## 2. Planning Skill Contents + +Analyze the gathered requirements to identify reusable resources: + +- **Scripts**: Code that gets rewritten repeatedly or needs deterministic reliability +- **References**: Documentation loaded into context as needed (schemas, API docs, policies) +- **Assets**: Files used in output (templates, boilerplate, icons) + +Document the planned structure before creating files. + +## 3. Initializing the Skill + +Create the skill directory structure: + +```text +skill-name/ +├── SKILL.md # Required - main skill file +├── scripts/ # Optional - executable code +├── references/ # Optional - documentation +└── assets/ # Optional - output resources +``` + +**Naming Conventions:** +- Directory name: kebab-case (e.g., `pdf-editor`, `bigquery-schema`) +- SKILL.md: Always uppercase +- No underscores, spaces, or capital letters in directory names + +## 4. Editing the Skill + +Fill the SKILL_TEMPLATE.md with skill-specific content: + +**Writing Style Requirements:** +- Use **imperative/infinitive form** (verb-first instructions) +- Write "To accomplish X, do Y" not "You should do X" +- Maintain objective, instructional language + +**Placeholder Replacement Checklist:** + +**Frontmatter (8 placeholders):** +- `{SKILL_NAME}`: kebab-case identifier matching directory name +- `{PRIMARY_USE_CASE}`: Clear, specific trigger condition +- `{SPECIFIC_CAPABILITIES}`: List 3-5 concrete capabilities +- `{EXAMPLE_CONTEXT_1/2}`: Realistic usage scenarios +- `{EXAMPLE_USER_REQUEST_1/2}`: Natural user queries +- `{EXAMPLE_ASSISTANT_RESPONSE_1/2}`: Appropriate responses +- `{EXAMPLE_COMMENTARY_1/2}`: Why skill was selected +- `{SKILL_LICENSE}`: MIT, Apache-2.0, GPL-3.0, or custom + +**Content Sections (8 placeholders):** +- `{SKILL_TITLE}`: Human-readable title +- `{SHORT_DESCRIPTION}`: One-line summary +- `{SKILL_PURPOSE}`: Detailed purpose explanation +- `{DOMAIN_SCOPE}`: What domain this skill covers +- `{FEATURE_1/2/3_NAME}`: Key feature names +- `{FEATURE_1/2/3_DESCRIPTION}`: Feature explanations +- `{QUICK_REFERENCE_CONTENT}`: Essential commands/patterns +- `{PRIMARY_WORKFLOW_GOAL}`: Main workflow objective + +**Workflow (5 placeholders):** +- `{WORKFLOW_STEP_1-4_NAME}`: Workflow step names +- `{WORKFLOW_STEP_1-4_DESCRIPTION}`: Step descriptions + +**Integration Examples (8 placeholders):** +- `{INTEGRATION_DESCRIPTION}`: How skill integrates with Claude +- `{EXAMPLE_SCENARIO_1/2}`: Usage scenarios +- `{CODE_LANGUAGE_1/2}`: Programming languages for examples +- `{EXAMPLE_CODE_1/2}`: Code snippets + +**Troubleshooting (6 placeholders):** +- `{TROUBLESHOOTING_ISSUE_1/2/3}`: Common problems +- `{TROUBLESHOOTING_SOLUTION_1/2/3}`: Resolutions + +**Bundled Resources (12 placeholders):** +- `{SCRIPTS_DESCRIPTION}`: Overview of included scripts +- `{SCRIPT_1/2_NAME}`: Script filenames +- `{SCRIPT_1/2_PURPOSE}`: Script purposes +- `{REFERENCES_DESCRIPTION}`: Overview of reference docs +- `{REFERENCE_1/2_NAME}`: Reference filenames +- `{REFERENCE_1/2_CONTENT}`: Reference descriptions +- `{ASSETS_DESCRIPTION}`: Overview of included assets +- `{ASSET_1/2_NAME}`: Asset filenames +- `{ASSET_1/2_USAGE}`: Asset usage instructions + +**Best Practices & Related Skills (5 placeholders):** +- `{BEST_PRACTICE_1/2/3}`: Best practice guidelines +- `{RELATED_SKILL_1/2}`: Related skill names +- `{RELATED_SKILL_1/2_RELATIONSHIP}`: How skills relate + +## 5. Validation + +Before finalizing, verify: + +- [ ] All `{PLACEHOLDER}` values replaced (no placeholders remaining) +- [ ] Frontmatter properly formatted with required fields (name, description) +- [ ] Description uses third-person ("This skill should be used when...") +- [ ] Writing style is imperative/infinitive throughout +- [ ] Directory name matches `name` field in frontmatter +- [ ] Bundled resources exist if referenced +- [ ] File placed in correct directory (project vs global) + +## 6. Iteration Support + +After initial creation, support refinement: + +- Accept feedback on skill performance +- Update SKILL.md or bundled resources as needed +- Add new scripts, references, or assets based on usage patterns +- Maintain progressive disclosure (keep SKILL.md under 5k words) + +--- + +## Output Format + +For each skill creation, provide: + +1. **Skill location**: Full path showing whether local (`./`) or global (`~/`) +2. **Directory structure**: Tree showing all created files +3. **SKILL.md content**: Complete skill file +4. **Bundled resources**: Any scripts, references, or assets created +5. **Validation confirmation**: Checklist of verified items +6. **Usage instructions**: How to invoke the skill + +--- + +## Progressive Disclosure Reminder + +Skills use three-tier context management: + +1. **Metadata** (~100 words): Always in context - determines when skill triggers +2. **SKILL.md body** (<5k words): Loaded when skill triggers - core instructions +3. **Bundled resources** (unlimited): Loaded as needed - scripts execute without context + +Focus procedural knowledge in SKILL.md. Move detailed reference material to `references/` subdirectory. diff --git a/.claude/commands/09-agentic-capabilities/agent-communicate.md b/.claude/commands/09-agentic-capabilities/agent-communicate.md index 636f210..01702f8 100644 --- a/.claude/commands/09-agentic-capabilities/agent-communicate.md +++ b/.claude/commands/09-agentic-capabilities/agent-communicate.md @@ -86,7 +86,7 @@ You will implement sophisticated inter-agent communication and coordination prot ## Phase 2: Core Communication Protocols -4. **Direct Agent Communication** +1. **Direct Agent Communication** ```bash # Implement direct agent-to-agent communication @@ -96,7 +96,7 @@ You will implement sophisticated inter-agent communication and coordination prot - Message acknowledgment and delivery confirmation ``` -5. **Broadcast Communication** +2. **Broadcast Communication** ```bash # Implement broadcast communication @@ -106,7 +106,7 @@ You will implement sophisticated inter-agent communication and coordination prot - Broadcast storm prevention and control ``` -6. **Publish-Subscribe Messaging** +3. **Publish-Subscribe Messaging** ```bash # Implement pub-sub messaging @@ -118,7 +118,7 @@ You will implement sophisticated inter-agent communication and coordination prot ## Phase 3: Advanced Communication Patterns -7. **Event-Driven Communication** +1. **Event-Driven Communication** ```bash # Implement event-driven coordination @@ -128,7 +128,7 @@ You will implement sophisticated inter-agent communication and coordination prot - Complex event processing and pattern matching ``` -8. **Request-Response Patterns** +2. **Request-Response Patterns** ```bash # Implement request-response communication @@ -138,7 +138,7 @@ You will implement sophisticated inter-agent communication and coordination prot - Response aggregation and correlation ``` -9. **Message Queuing and Buffering** +3. **Message Queuing and Buffering** ```bash # Implement message queuing @@ -150,7 +150,7 @@ You will implement sophisticated inter-agent communication and coordination prot ## Phase 4: Coordination and Synchronization -10. **Task Coordination** +1. **Task Coordination** ```bash # Coordinate tasks between agents @@ -160,7 +160,7 @@ You will implement sophisticated inter-agent communication and coordination prot - Task completion notification and aggregation ``` -11. **State Synchronization** +2. **State Synchronization** ```bash # Synchronize agent states @@ -170,7 +170,7 @@ You will implement sophisticated inter-agent communication and coordination prot - Distributed state machine coordination ``` -12. **Workflow Coordination** +3. **Workflow Coordination** ```bash # Coordinate complex workflows @@ -182,7 +182,7 @@ You will implement sophisticated inter-agent communication and coordination prot ## Phase 5: Communication Quality and Reliability -13. **Message Reliability** +1. **Message Reliability** ```bash # Ensure reliable message delivery @@ -192,7 +192,7 @@ You will implement sophisticated inter-agent communication and coordination prot - Message ordering and sequencing ``` -14. **Error Handling and Recovery** +2. **Error Handling and Recovery** ```bash # Handle communication errors @@ -202,7 +202,7 @@ You will implement sophisticated inter-agent communication and coordination prot - Graceful degradation and circuit breakers ``` -15. **Performance Optimization** +3. **Performance Optimization** ```bash # Optimize communication performance @@ -214,7 +214,7 @@ You will implement sophisticated inter-agent communication and coordination prot ## Phase 6: Security and Privacy -16. **Secure Communication** +1. **Secure Communication** ```bash # Implement secure communication @@ -224,7 +224,7 @@ You will implement sophisticated inter-agent communication and coordination prot - Communication audit logging and monitoring ``` -17. **Privacy and Data Protection** +2. **Privacy and Data Protection** ```bash # Protect sensitive data in communication @@ -234,7 +234,7 @@ You will implement sophisticated inter-agent communication and coordination prot - Data retention and deletion policies ``` -18. **Communication Monitoring** +3. **Communication Monitoring** ```bash # Monitor communication security @@ -246,7 +246,7 @@ You will implement sophisticated inter-agent communication and coordination prot ## Phase 7: Monitoring and Observability -19. **Communication Metrics** +1. **Communication Metrics** ```bash # Collect communication metrics @@ -256,7 +256,7 @@ You will implement sophisticated inter-agent communication and coordination prot - Resource utilization and performance ``` -20. **Distributed Tracing** +2. **Distributed Tracing** ```bash # Implement distributed tracing @@ -266,7 +266,7 @@ You will implement sophisticated inter-agent communication and coordination prot - End-to-end latency analysis ``` -21. **Communication Analytics** +3. **Communication Analytics** ```bash # Analyze communication patterns @@ -278,7 +278,7 @@ You will implement sophisticated inter-agent communication and coordination prot ## Safety and Validation -22. **Communication Testing** +1. **Communication Testing** ```bash # Test communication functionality @@ -288,7 +288,7 @@ You will implement sophisticated inter-agent communication and coordination prot - Chaos engineering and failure testing ``` -23. **Rollback and Recovery** +2. **Rollback and Recovery** ```bash # Implement communication recovery @@ -300,7 +300,7 @@ You will implement sophisticated inter-agent communication and coordination prot ## Documentation -24. **Usage Examples** +1. **Usage Examples** ```bash - Basic communication patterns diff --git a/.claude/commands/09-agentic-capabilities/agent-learn.md b/.claude/commands/09-agentic-capabilities/agent-learn.md index 2ef50bf..2e7667e 100644 --- a/.claude/commands/09-agentic-capabilities/agent-learn.md +++ b/.claude/commands/09-agentic-capabilities/agent-learn.md @@ -76,7 +76,7 @@ Enable agents to learn and adapt from project data and user patterns. ## Phase 2: Learning Algorithm Implementation -4. **Reinforcement Learning Framework** +1. **Reinforcement Learning Framework** ```bash # Implement reinforcement learning for agents @@ -86,7 +86,7 @@ Enable agents to learn and adapt from project data and user patterns. - Implement experience replay for learning efficiency ``` -5. **Pattern-Based Learning** +2. **Pattern-Based Learning** ```bash # Implement pattern recognition learning @@ -96,7 +96,7 @@ Enable agents to learn and adapt from project data and user patterns. - Implement anomaly detection for anti-pattern identification ``` -6. **Collaborative Learning** +3. **Collaborative Learning** ```bash # Implement collaborative learning mechanisms @@ -108,7 +108,7 @@ Enable agents to learn and adapt from project data and user patterns. ## Phase 3: Agent-Specific Learning Specialization -7. **Security Agent Learning** +1. **Security Agent Learning** ```bash # Enhance security agent learning @@ -118,7 +118,7 @@ Enable agents to learn and adapt from project data and user patterns. - Improve threat detection based on historical data ``` -8. **Performance Agent Learning** +2. **Performance Agent Learning** ```bash # Enhance performance agent learning @@ -128,7 +128,7 @@ Enable agents to learn and adapt from project data and user patterns. - Improve bottleneck prediction and resolution ``` -9. **Testing Agent Learning** +3. **Testing Agent Learning** ```bash # Enhance testing agent learning @@ -140,7 +140,7 @@ Enable agents to learn and adapt from project data and user patterns. ## Phase 4: Adaptive Behavior Implementation -10. **Dynamic Strategy Adaptation** +1. **Dynamic Strategy Adaptation** ```bash # Implement adaptive strategy selection @@ -150,7 +150,7 @@ Enable agents to learn and adapt from project data and user patterns. - Balance exploration vs exploitation in decision making ``` -11. **Personalization and Customization** +2. **Personalization and Customization** ```bash # Implement personalized agent behavior @@ -160,7 +160,7 @@ Enable agents to learn and adapt from project data and user patterns. - Adapt complexity levels based on user feedback ``` -12. **Context-Aware Learning** +3. **Context-Aware Learning** ```bash # Implement context-aware learning @@ -172,7 +172,7 @@ Enable agents to learn and adapt from project data and user patterns. ## Phase 5: Learning Quality and Validation -13. **Learning Validation and Testing** +1. **Learning Validation and Testing** ```bash # Validate learning effectiveness @@ -182,7 +182,7 @@ Enable agents to learn and adapt from project data and user patterns. - Test learning robustness and generalization ``` -14. **Bias Detection and Mitigation** +2. **Bias Detection and Mitigation** ```bash # Detect and mitigate learning biases @@ -192,7 +192,7 @@ Enable agents to learn and adapt from project data and user patterns. - Ensure diverse and representative training data ``` -15. **Learning Performance Optimization** +3. **Learning Performance Optimization** ```bash # Optimize learning performance @@ -204,7 +204,7 @@ Enable agents to learn and adapt from project data and user patterns. ## Phase 6: Knowledge Management and Sharing -16. **Knowledge Representation** +1. **Knowledge Representation** ```bash # Represent learned knowledge effectively @@ -214,7 +214,7 @@ Enable agents to learn and adapt from project data and user patterns. - Implement hierarchical knowledge structures ``` -17. **Knowledge Transfer and Sharing** +2. **Knowledge Transfer and Sharing** ```bash # Transfer knowledge between agents and projects @@ -224,7 +224,7 @@ Enable agents to learn and adapt from project data and user patterns. - Implement knowledge federation and aggregation ``` -18. **Knowledge Evolution and Maintenance** +3. **Knowledge Evolution and Maintenance** ```bash # Maintain and evolve learned knowledge @@ -236,7 +236,7 @@ Enable agents to learn and adapt from project data and user patterns. ## Phase 7: Advanced Learning Features -19. **Meta-Learning Implementation** +1. **Meta-Learning Implementation** ```bash # Implement learning to learn capabilities @@ -246,7 +246,7 @@ Enable agents to learn and adapt from project data and user patterns. - Use meta-learning for rapid adaptation ``` -20. **Causal Learning and Reasoning** +2. **Causal Learning and Reasoning** ```bash # Implement causal learning capabilities @@ -256,7 +256,7 @@ Enable agents to learn and adapt from project data and user patterns. - Learn intervention strategies and their effects ``` -21. **Continual Learning** +3. **Continual Learning** ```bash # Implement continual learning capabilities @@ -268,7 +268,7 @@ Enable agents to learn and adapt from project data and user patterns. ## Safety and Validation -22. **Learning Safety and Robustness** +1. **Learning Safety and Robustness** ```bash # Ensure safe and robust learning @@ -278,7 +278,7 @@ Enable agents to learn and adapt from project data and user patterns. - Monitor learning for unexpected behaviors ``` -23. **Learning Audit and Explainability** +2. **Learning Audit and Explainability** ```bash # Provide learning audit and explainability @@ -290,7 +290,7 @@ Enable agents to learn and adapt from project data and user patterns. ## Educational Components -24. **Learning Algorithm Education** +1. **Learning Algorithm Education** ```bash # Teach learning algorithm concepts @@ -300,7 +300,7 @@ Enable agents to learn and adapt from project data and user patterns. - Provide learning optimization best practices ``` -25. **Advanced Learning Techniques** +2. **Advanced Learning Techniques** ```bash # Demonstrate advanced learning techniques diff --git a/.claude/commands/09-agentic-capabilities/agent-monitor.md b/.claude/commands/09-agentic-capabilities/agent-monitor.md index 7152e20..710a10c 100644 --- a/.claude/commands/09-agentic-capabilities/agent-monitor.md +++ b/.claude/commands/09-agentic-capabilities/agent-monitor.md @@ -81,7 +81,7 @@ You will implement comprehensive agent monitoring and optimization systems that ## Phase 2: Performance Monitoring Implementation -4. **Individual Agent Performance** +1. **Individual Agent Performance** ```bash # Monitor individual agent performance @@ -91,7 +91,7 @@ You will implement comprehensive agent monitoring and optimization systems that - Track learning progress and adaptation rates ``` -5. **Agent Behavior Analysis** +2. **Agent Behavior Analysis** ```bash # Analyze agent behavior patterns @@ -101,7 +101,7 @@ You will implement comprehensive agent monitoring and optimization systems that - Identify behavioral anomalies and deviations ``` -6. **Resource Utilization Monitoring** +3. **Resource Utilization Monitoring** ```bash # Monitor agent resource usage @@ -113,7 +113,7 @@ You will implement comprehensive agent monitoring and optimization systems that ## Phase 3: Coordination and Collaboration Monitoring -7. **Inter-Agent Communication Monitoring** +1. **Inter-Agent Communication Monitoring** ```bash # Monitor agent communication patterns @@ -123,7 +123,7 @@ You will implement comprehensive agent monitoring and optimization systems that - Identify communication bottlenecks and failures ``` -8. **Workflow and Process Monitoring** +2. **Workflow and Process Monitoring** ```bash # Monitor multi-agent workflows @@ -133,7 +133,7 @@ You will implement comprehensive agent monitoring and optimization systems that - Identify workflow bottlenecks and optimization opportunities ``` -9. **Team Performance Analytics** +3. **Team Performance Analytics** ```bash # Analyze team-level performance @@ -145,7 +145,7 @@ You will implement comprehensive agent monitoring and optimization systems that ## Phase 4: Advanced Monitoring Features -10. **Real-Time Monitoring Dashboard** +1. **Real-Time Monitoring Dashboard** ```bash # Implement real-time monitoring dashboard @@ -155,7 +155,7 @@ You will implement comprehensive agent monitoring and optimization systems that - Provide customizable views for different stakeholders ``` -11. **Predictive Analytics and Forecasting** +2. **Predictive Analytics and Forecasting** ```bash # Implement predictive monitoring @@ -165,7 +165,7 @@ You will implement comprehensive agent monitoring and optimization systems that - Implement proactive optimization recommendations ``` -12. **Anomaly Detection and Alerting** +3. **Anomaly Detection and Alerting** ```bash # Implement intelligent anomaly detection @@ -177,7 +177,7 @@ You will implement comprehensive agent monitoring and optimization systems that ## Phase 5: Optimization and Tuning -13. **Performance Optimization** +1. **Performance Optimization** ```bash # Optimize agent performance @@ -187,7 +187,7 @@ You will implement comprehensive agent monitoring and optimization systems that - Implement performance improvement recommendations ``` -14. **Coordination Optimization** +2. **Coordination Optimization** ```bash # Optimize agent coordination @@ -197,7 +197,7 @@ You will implement comprehensive agent monitoring and optimization systems that - Optimize decision-making and conflict resolution ``` -15. **Learning and Adaptation Optimization** +3. **Learning and Adaptation Optimization** ```bash # Optimize agent learning @@ -209,7 +209,7 @@ You will implement comprehensive agent monitoring and optimization systems that ## Phase 6: Reporting and Analytics -16. **Performance Reporting** +1. **Performance Reporting** ```bash # Generate comprehensive performance reports @@ -219,7 +219,7 @@ You will implement comprehensive agent monitoring and optimization systems that - Create executive dashboards and KPI summaries ``` -17. **Behavioral Analytics** +2. **Behavioral Analytics** ```bash # Analyze agent behavioral patterns @@ -229,7 +229,7 @@ You will implement comprehensive agent monitoring and optimization systems that - Provide behavioral optimization recommendations ``` -18. **ROI and Value Analysis** +3. **ROI and Value Analysis** ```bash # Analyze agent value and return on investment @@ -241,7 +241,7 @@ You will implement comprehensive agent monitoring and optimization systems that ## Phase 7: Advanced Analytics and Intelligence -19. **Machine Learning for Monitoring** +1. **Machine Learning for Monitoring** ```bash # Apply ML to monitoring and optimization @@ -251,7 +251,7 @@ You will implement comprehensive agent monitoring and optimization systems that - Apply neural networks for predictive analytics ``` -20. **Comparative Analysis and Benchmarking** +2. **Comparative Analysis and Benchmarking** ```bash # Implement comparative analysis @@ -261,7 +261,7 @@ You will implement comprehensive agent monitoring and optimization systems that - Identify best-performing configurations and strategies ``` -21. **Continuous Improvement Framework** +3. **Continuous Improvement Framework** ```bash # Implement continuous improvement @@ -273,7 +273,7 @@ You will implement comprehensive agent monitoring and optimization systems that ## Phase 8: Integration and Ecosystem -22. **External System Integration** +1. **External System Integration** ```bash # Integrate with external monitoring systems @@ -283,7 +283,7 @@ You will implement comprehensive agent monitoring and optimization systems that - Connect to capacity planning and resource management tools ``` -23. **API and Data Export** +2. **API and Data Export** ```bash # Provide monitoring data access @@ -295,7 +295,7 @@ You will implement comprehensive agent monitoring and optimization systems that ## Safety and Validation -24. **Monitoring System Validation** +1. **Monitoring System Validation** ```bash # Validate monitoring system functionality @@ -305,7 +305,7 @@ You will implement comprehensive agent monitoring and optimization systems that - Verify data integrity and consistency ``` -25. **Privacy and Security** +2. **Privacy and Security** ```bash # Ensure monitoring privacy and security @@ -317,7 +317,7 @@ You will implement comprehensive agent monitoring and optimization systems that ## Educational Components -26. **Monitoring Best Practices** +1. **Monitoring Best Practices** ```bash # Teach monitoring and observability concepts @@ -327,7 +327,7 @@ You will implement comprehensive agent monitoring and optimization systems that - Provide troubleshooting and analysis guidance ``` -27. **Advanced Analytics Techniques** +2. **Advanced Analytics Techniques** ```bash # Demonstrate advanced analytics diff --git a/.claude/commands/09-agentic-capabilities/agent-specialize.md b/.claude/commands/09-agentic-capabilities/agent-specialize.md index b145d0e..25203f1 100644 --- a/.claude/commands/09-agentic-capabilities/agent-specialize.md +++ b/.claude/commands/09-agentic-capabilities/agent-specialize.md @@ -81,7 +81,7 @@ You will create and configure specialized agents with domain-specific expertise ## Phase 2: Agent Configuration and Setup -4. **Agent Profile Creation** +1. **Agent Profile Creation** ```bash # Create specialized agent profile @@ -91,7 +91,7 @@ You will create and configure specialized agents with domain-specific expertise - Define agent communication style and approach ``` -5. **Capability Integration** +2. **Capability Integration** ```bash # Integrate specialized capabilities @@ -101,7 +101,7 @@ You will create and configure specialized agents with domain-specific expertise - Configure security and access controls ``` -6. **Knowledge Base Specialization** +3. **Knowledge Base Specialization** ```bash # Specialize knowledge base @@ -113,7 +113,7 @@ You will create and configure specialized agents with domain-specific expertise ## Phase 3: Agent Specialization Implementation -7. **Security Specialist Agent** +1. **Security Specialist Agent** ```bash # Configure security-focused agent @@ -125,7 +125,7 @@ You will create and configure specialized agents with domain-specific expertise - Security incident response protocols ``` -8. **Performance Optimizer Agent** +2. **Performance Optimizer Agent** ```bash # Configure performance-focused agent @@ -137,7 +137,7 @@ You will create and configure specialized agents with domain-specific expertise - Performance regression detection ``` -9. **Testing Coordinator Agent** +3. **Testing Coordinator Agent** ```bash # Configure testing-focused agent @@ -149,7 +149,7 @@ You will create and configure specialized agents with domain-specific expertise - Test result analysis and reporting ``` -10. **Frontend Specialist Agent** +4. **Frontend Specialist Agent** ```bash # Configure frontend-focused agent @@ -161,7 +161,7 @@ You will create and configure specialized agents with domain-specific expertise - Frontend security and XSS prevention ``` -11. **Backend Specialist Agent** +5. **Backend Specialist Agent** ```bash # Configure backend-focused agent @@ -173,7 +173,7 @@ You will create and configure specialized agents with domain-specific expertise - Message queuing and event-driven architecture ``` -12. **DevOps Specialist Agent** +6. **DevOps Specialist Agent** ```bash # Configure DevOps-focused agent @@ -187,7 +187,7 @@ You will create and configure specialized agents with domain-specific expertise ## Phase 4: Agent Coordination and Communication -13. **Inter-Agent Communication Protocols** +1. **Inter-Agent Communication Protocols** ```bash # Set up agent communication @@ -197,7 +197,7 @@ You will create and configure specialized agents with domain-specific expertise - Set up shared context and knowledge sharing ``` -14. **Agent Hierarchy and Delegation** +2. **Agent Hierarchy and Delegation** ```bash # Establish agent hierarchy @@ -207,7 +207,7 @@ You will create and configure specialized agents with domain-specific expertise - Establish decision-making authority levels ``` -15. **Collaborative Workflows** +3. **Collaborative Workflows** ```bash # Design collaborative workflows @@ -219,7 +219,7 @@ You will create and configure specialized agents with domain-specific expertise ## Phase 5: Agent Learning and Adaptation -16. **Domain-Specific Learning** +1. **Domain-Specific Learning** ```bash # Implement learning capabilities @@ -229,7 +229,7 @@ You will create and configure specialized agents with domain-specific expertise - Improve decision-making based on experience ``` -17. **Performance Monitoring and Optimization** +2. **Performance Monitoring and Optimization** ```bash # Monitor agent performance @@ -239,7 +239,7 @@ You will create and configure specialized agents with domain-specific expertise - Optimize agent configurations based on metrics ``` -18. **Capability Evolution** +3. **Capability Evolution** ```bash # Evolve agent capabilities @@ -251,7 +251,7 @@ You will create and configure specialized agents with domain-specific expertise ## Safety and Validation -19. **Agent Validation and Testing** +1. **Agent Validation and Testing** ```bash # Validate agent functionality @@ -261,7 +261,7 @@ You will create and configure specialized agents with domain-specific expertise - Verify security and access controls ``` -20. **Rollback and Recovery** +2. **Rollback and Recovery** ```bash # Implement agent recovery mechanisms @@ -273,7 +273,7 @@ You will create and configure specialized agents with domain-specific expertise ## Educational Components -21. **Agent Architecture Learning** +1. **Agent Architecture Learning** ```bash # Teach multi-agent system concepts @@ -283,7 +283,7 @@ You will create and configure specialized agents with domain-specific expertise - Provide agent design best practices ``` -22. **Domain Expertise Development** +2. **Domain Expertise Development** ```bash # Develop domain-specific knowledge diff --git a/.claude/commands/09-agentic-capabilities/context-manager.md b/.claude/commands/09-agentic-capabilities/context-manager.md index 26d1ae5..cb20ce8 100644 --- a/.claude/commands/09-agentic-capabilities/context-manager.md +++ b/.claude/commands/09-agentic-capabilities/context-manager.md @@ -80,7 +80,7 @@ You will implement advanced context management capabilities that maintain semant ## Phase 2: Context Persistence and Storage -4. **Context Serialization** +1. **Context Serialization** ```bash # Serialize context for persistence @@ -90,7 +90,7 @@ You will implement advanced context management capabilities that maintain semant - Generate context metadata and timestamps ``` -5. **Knowledge Graph Construction** +2. **Knowledge Graph Construction** ```bash # Build and maintain knowledge graphs @@ -100,7 +100,7 @@ You will implement advanced context management capabilities that maintain semant - Implement graph traversal and query capabilities ``` -6. **Context Storage Strategy** +3. **Context Storage Strategy** ```bash # Implement storage mechanisms @@ -112,7 +112,7 @@ You will implement advanced context management capabilities that maintain semant ## Phase 3: Context Retrieval and Application -7. **Contextual Query Processing** +1. **Contextual Query Processing** ```bash # Process context-aware queries @@ -122,7 +122,7 @@ You will implement advanced context management capabilities that maintain semant - Synthesize context for response generation ``` -8. **Semantic Context Matching** +2. **Semantic Context Matching** ```bash # Match context semantically @@ -132,7 +132,7 @@ You will implement advanced context management capabilities that maintain semant - Provide context disambiguation when needed ``` -9. **Context Integration** +3. **Context Integration** ```bash # Integrate context into responses @@ -144,7 +144,7 @@ You will implement advanced context management capabilities that maintain semant ## Phase 4: Context Optimization and Maintenance -10. **Context Pruning and Cleanup** +1. **Context Pruning and Cleanup** ```bash # Optimize context storage @@ -154,7 +154,7 @@ You will implement advanced context management capabilities that maintain semant - Implement context garbage collection ``` -11. **Context Quality Assessment** +2. **Context Quality Assessment** ```bash # Assess and improve context quality @@ -164,7 +164,7 @@ You will implement advanced context management capabilities that maintain semant - Generate context quality reports ``` -12. **Context Visualization** +3. **Context Visualization** ```bash # Visualize context relationships @@ -176,7 +176,7 @@ You will implement advanced context management capabilities that maintain semant ## Phase 5: Advanced Context Features -13. **Cross-Session Context Continuity** +1. **Cross-Session Context Continuity** ```bash # Maintain context across sessions @@ -186,7 +186,7 @@ You will implement advanced context management capabilities that maintain semant - Maintain context coherence over time ``` -14. **Collaborative Context Sharing** +2. **Collaborative Context Sharing** ```bash # Enable team context sharing @@ -196,7 +196,7 @@ You will implement advanced context management capabilities that maintain semant - Provide context collaboration features ``` -15. **Context-Driven Automation** +3. **Context-Driven Automation** ```bash # Use context for automation @@ -208,7 +208,7 @@ You will implement advanced context management capabilities that maintain semant ## Safety and Validation -16. **Context Validation** +1. **Context Validation** ```bash # Validate context integrity @@ -218,7 +218,7 @@ You will implement advanced context management capabilities that maintain semant - Ensure context security and privacy ``` -17. **Rollback and Recovery** +2. **Rollback and Recovery** ```bash # Implement context recovery @@ -230,7 +230,7 @@ You will implement advanced context management capabilities that maintain semant ## Educational Components -18. **Context Management Learning** +1. **Context Management Learning** ```bash # Teach context management concepts @@ -240,7 +240,7 @@ You will implement advanced context management capabilities that maintain semant - Provide context management best practices ``` -19. **Interactive Context Exploration** +2. **Interactive Context Exploration** ```bash # Enable context exploration diff --git a/.claude/commands/09-agentic-capabilities/context-persist.md b/.claude/commands/09-agentic-capabilities/context-persist.md index d359f47..5c41eff 100644 --- a/.claude/commands/09-agentic-capabilities/context-persist.md +++ b/.claude/commands/09-agentic-capabilities/context-persist.md @@ -81,7 +81,7 @@ You will implement sophisticated context persistence mechanisms that maintain co ## Phase 2: Context Serialization and Storage -4. **Conversation Context Persistence** +1. **Conversation Context Persistence** ```bash # Persist conversation context @@ -91,7 +91,7 @@ You will implement sophisticated context persistence mechanisms that maintain co - Store user preferences and interaction patterns ``` -5. **Project Context Persistence** +2. **Project Context Persistence** ```bash # Persist project-specific context @@ -101,7 +101,7 @@ You will implement sophisticated context persistence mechanisms that maintain co - Store project-specific learning and adaptations ``` -6. **Agent State Persistence** +3. **Agent State Persistence** ```bash # Persist agent states and specializations @@ -113,7 +113,7 @@ You will implement sophisticated context persistence mechanisms that maintain co ## Phase 3: Context Storage Management -7. **Hierarchical Storage Organization** +1. **Hierarchical Storage Organization** ```bash # Organize context storage hierarchically @@ -123,7 +123,7 @@ You will implement sophisticated context persistence mechanisms that maintain co - Agent context (agent-specific state and learning) ``` -8. **Context Indexing and Metadata** +2. **Context Indexing and Metadata** ```bash # Implement context indexing @@ -133,7 +133,7 @@ You will implement sophisticated context persistence mechanisms that maintain co - Create relationship graphs and link structures ``` -9. **Version Control and History** +3. **Version Control and History** ```bash # Implement context version control @@ -145,7 +145,7 @@ You will implement sophisticated context persistence mechanisms that maintain co ## Phase 4: Context Retrieval and Loading -10. **Intelligent Context Loading** +1. **Intelligent Context Loading** ```bash # Load relevant context intelligently @@ -155,7 +155,7 @@ You will implement sophisticated context persistence mechanisms that maintain co - Resolve conflicts and inconsistencies ``` -11. **Context Relevance Scoring** +2. **Context Relevance Scoring** ```bash # Score context relevance for retrieval @@ -165,7 +165,7 @@ You will implement sophisticated context persistence mechanisms that maintain co - Implement learning-based relevance optimization ``` -12. **Incremental Context Loading** +3. **Incremental Context Loading** ```bash # Load context incrementally @@ -177,7 +177,7 @@ You will implement sophisticated context persistence mechanisms that maintain co ## Phase 5: Context Merging and Conflict Resolution -13. **Context Merging Strategies** +1. **Context Merging Strategies** ```bash # Merge context from multiple sources @@ -187,7 +187,7 @@ You will implement sophisticated context persistence mechanisms that maintain co - Maintain context provenance and lineage ``` -14. **Conflict Detection and Resolution** +2. **Conflict Detection and Resolution** ```bash # Detect and resolve context conflicts @@ -197,7 +197,7 @@ You will implement sophisticated context persistence mechanisms that maintain co - Learn from conflict resolution patterns ``` -15. **Context Validation and Integrity** +3. **Context Validation and Integrity** ```bash # Validate context integrity @@ -209,7 +209,7 @@ You will implement sophisticated context persistence mechanisms that maintain co ## Phase 6: Advanced Context Features -16. **Context Compression and Optimization** +1. **Context Compression and Optimization** ```bash # Optimize context storage and retrieval @@ -219,7 +219,7 @@ You will implement sophisticated context persistence mechanisms that maintain co - Implement context caching and prefetching ``` -17. **Context Analytics and Insights** +2. **Context Analytics and Insights** ```bash # Analyze context patterns and usage @@ -229,7 +229,7 @@ You will implement sophisticated context persistence mechanisms that maintain co - Generate insights for context optimization ``` -18. **Context Sharing and Collaboration** +3. **Context Sharing and Collaboration** ```bash # Enable context sharing between users and teams @@ -241,7 +241,7 @@ You will implement sophisticated context persistence mechanisms that maintain co ## Phase 7: Context Lifecycle Management -19. **Context Archival and Cleanup** +1. **Context Archival and Cleanup** ```bash # Manage context lifecycle @@ -251,7 +251,7 @@ You will implement sophisticated context persistence mechanisms that maintain co - Maintain context retention and deletion policies ``` -20. **Context Migration and Upgrades** +2. **Context Migration and Upgrades** ```bash # Handle context migration and upgrades @@ -261,7 +261,7 @@ You will implement sophisticated context persistence mechanisms that maintain co - Provide migration tools and utilities ``` -21. **Context Backup and Recovery** +3. **Context Backup and Recovery** ```bash # Implement context backup and recovery @@ -273,7 +273,7 @@ You will implement sophisticated context persistence mechanisms that maintain co ## Safety and Validation -22. **Context Security and Privacy** +1. **Context Security and Privacy** ```bash # Ensure context security and privacy @@ -283,7 +283,7 @@ You will implement sophisticated context persistence mechanisms that maintain co - Maintain audit trails and compliance ``` -23. **Context Testing and Validation** +2. **Context Testing and Validation** ```bash # Test context persistence functionality @@ -295,7 +295,7 @@ You will implement sophisticated context persistence mechanisms that maintain co ## Educational Components -24. **Context Persistence Learning** +1. **Context Persistence Learning** ```bash # Teach context persistence concepts @@ -305,7 +305,7 @@ You will implement sophisticated context persistence mechanisms that maintain co - Provide persistence best practices ``` -25. **Advanced Context Techniques** +2. **Advanced Context Techniques** ```bash # Demonstrate advanced context techniques diff --git a/.claude/commands/09-agentic-capabilities/mcp-configure.md b/.claude/commands/09-agentic-capabilities/mcp-configure.md index ffcd275..34abe83 100644 --- a/.claude/commands/09-agentic-capabilities/mcp-configure.md +++ b/.claude/commands/09-agentic-capabilities/mcp-configure.md @@ -80,7 +80,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w ## Phase 2: MCP Server Installation and Setup -4. **Server Installation** +1. **Server Installation** ```bash # Install MCP servers @@ -90,7 +90,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w - Configure server permissions and access controls ``` -5. **Basic Configuration** +2. **Basic Configuration** ```bash # Configure MCP servers @@ -100,7 +100,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w - Configure logging and monitoring ``` -6. **Connection Management** +3. **Connection Management** ```bash # Manage MCP connections @@ -112,7 +112,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w ## Phase 3: Specialized Server Configurations -7. **Filesystem MCP Server** +1. **Filesystem MCP Server** ```bash # Configure filesystem access @@ -122,7 +122,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w - Set up backup and recovery procedures ``` -8. **Database MCP Server** +2. **Database MCP Server** ```bash # Configure database connectivity @@ -132,7 +132,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w - Set up connection pooling and management ``` -9. **Web and API MCP Servers** +3. **Web and API MCP Servers** ```bash # Configure web service integration @@ -142,7 +142,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w - Set up caching and performance optimization ``` -10. **Git and Version Control MCP Servers** +4. **Git and Version Control MCP Servers** ```bash # Configure version control integration @@ -154,7 +154,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w ## Phase 4: Advanced Configuration and Optimization -11. **Performance Optimization** +1. **Performance Optimization** ```bash # Optimize MCP server performance @@ -164,7 +164,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w - Set up performance monitoring and alerting ``` -12. **Security Configuration** +2. **Security Configuration** ```bash # Implement security measures @@ -174,7 +174,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w - Set up security monitoring and alerting ``` -13. **Reliability and Resilience** +3. **Reliability and Resilience** ```bash # Ensure reliability and resilience @@ -186,7 +186,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w ## Phase 5: MCP Server Management -14. **Configuration Management** +1. **Configuration Management** ```bash # Manage server configurations @@ -196,7 +196,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w - Maintain configuration documentation ``` -15. **Monitoring and Observability** +2. **Monitoring and Observability** ```bash # Monitor MCP server operations @@ -206,7 +206,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w - Generate usage and performance reports ``` -16. **Maintenance and Updates** +3. **Maintenance and Updates** ```bash # Maintain MCP servers @@ -218,7 +218,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w ## Phase 6: Integration and Workflow -17. **Workflow Integration** +1. **Workflow Integration** ```bash # Integrate MCP servers into workflows @@ -228,7 +228,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w - Configure workflow monitoring and reporting ``` -18. **Multi-Server Coordination** +2. **Multi-Server Coordination** ```bash # Coordinate multiple MCP servers @@ -238,7 +238,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w - Handle conflicts and dependencies between servers ``` -19. **Custom Server Development** +3. **Custom Server Development** ```bash # Develop custom MCP servers @@ -250,7 +250,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w ## Safety and Validation -20. **Configuration Validation** +1. **Configuration Validation** ```bash # Validate MCP configurations @@ -260,7 +260,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w - Test error handling and recovery procedures ``` -21. **Rollback and Recovery** +2. **Rollback and Recovery** ```bash # Implement rollback and recovery @@ -272,7 +272,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w ## Educational Components -22. **MCP Protocol Learning** +1. **MCP Protocol Learning** ```bash # Teach MCP concepts and protocols @@ -282,7 +282,7 @@ You will configure and manage MCP servers to extend Claude Code's capabilities w - Provide troubleshooting and optimization guidance ``` -23. **Advanced MCP Techniques** +2. **Advanced MCP Techniques** ```bash # Demonstrate advanced MCP techniques diff --git a/.claude/commands/09-agentic-capabilities/mcp-extend.md b/.claude/commands/09-agentic-capabilities/mcp-extend.md index 1a88241..5a80684 100644 --- a/.claude/commands/09-agentic-capabilities/mcp-extend.md +++ b/.claude/commands/09-agentic-capabilities/mcp-extend.md @@ -81,7 +81,7 @@ You will develop and extend custom MCP servers that provide specialized capabili ## Phase 2: Core Server Implementation -4. **Server Foundation Setup** +1. **Server Foundation Setup** ```bash # Set up MCP server foundation @@ -91,7 +91,7 @@ You will develop and extend custom MCP servers that provide specialized capabili - Create server configuration and settings management ``` -5. **Tool Interface Implementation** +2. **Tool Interface Implementation** ```bash # Implement tool interfaces @@ -101,7 +101,7 @@ You will develop and extend custom MCP servers that provide specialized capabili - Implement tool result formatting and responses ``` -6. **Resource Management** +3. **Resource Management** ```bash # Implement resource management @@ -113,7 +113,7 @@ You will develop and extend custom MCP servers that provide specialized capabili ## Phase 3: Specialized Server Types -7. **Custom Filesystem Server** +1. **Custom Filesystem Server** ```bash # Develop enhanced filesystem server @@ -123,7 +123,7 @@ You will develop and extend custom MCP servers that provide specialized capabili - Add backup and versioning functionality ``` -8. **Advanced Database Server** +2. **Advanced Database Server** ```bash # Develop sophisticated database server @@ -133,7 +133,7 @@ You will develop and extend custom MCP servers that provide specialized capabili - Implement database schema analysis and migration ``` -9. **API Integration Server** +3. **API Integration Server** ```bash # Develop API integration server @@ -143,7 +143,7 @@ You will develop and extend custom MCP servers that provide specialized capabili - Implement API monitoring and analytics ``` -10. **Git and Version Control Server** +4. **Git and Version Control Server** ```bash # Develop advanced Git server @@ -155,7 +155,7 @@ You will develop and extend custom MCP servers that provide specialized capabili ## Phase 4: Advanced Capabilities -11. **Code Analysis and Metrics Server** +1. **Code Analysis and Metrics Server** ```bash # Develop code analysis server @@ -165,7 +165,7 @@ You will develop and extend custom MCP servers that provide specialized capabili - Add code complexity and maintainability analysis ``` -12. **AI and Machine Learning Server** +2. **AI and Machine Learning Server** ```bash # Develop AI/ML integration server @@ -175,7 +175,7 @@ You will develop and extend custom MCP servers that provide specialized capabili - Add MLOps and model lifecycle management ``` -13. **Monitoring and Observability Server** +3. **Monitoring and Observability Server** ```bash # Develop monitoring server @@ -187,7 +187,7 @@ You will develop and extend custom MCP servers that provide specialized capabili ## Phase 5: Server Extension and Customization -14. **Plugin Architecture** +1. **Plugin Architecture** ```bash # Implement plugin architecture @@ -197,7 +197,7 @@ You will develop and extend custom MCP servers that provide specialized capabili - Implement plugin security and sandboxing ``` -15. **Custom Tool Development** +2. **Custom Tool Development** ```bash # Develop custom tools and capabilities @@ -207,7 +207,7 @@ You will develop and extend custom MCP servers that provide specialized capabili - Implement custom data processing and transformation ``` -16. **Server Composition and Orchestration** +3. **Server Composition and Orchestration** ```bash # Implement server composition @@ -219,7 +219,7 @@ You will develop and extend custom MCP servers that provide specialized capabili ## Phase 6: Performance and Optimization -17. **Performance Optimization** +1. **Performance Optimization** ```bash # Optimize server performance @@ -229,7 +229,7 @@ You will develop and extend custom MCP servers that provide specialized capabili - Add performance monitoring and profiling ``` -18. **Scalability and Load Handling** +2. **Scalability and Load Handling** ```bash # Implement scalability features @@ -239,7 +239,7 @@ You will develop and extend custom MCP servers that provide specialized capabili - Implement graceful degradation under load ``` -19. **Resource Management and Cleanup** +3. **Resource Management and Cleanup** ```bash # Implement resource management @@ -251,7 +251,7 @@ You will develop and extend custom MCP servers that provide specialized capabili ## Phase 7: Security and Compliance -20. **Security Implementation** +1. **Security Implementation** ```bash # Implement security measures @@ -261,7 +261,7 @@ You will develop and extend custom MCP servers that provide specialized capabili - Implement security auditing and logging ``` -21. **Compliance and Governance** +2. **Compliance and Governance** ```bash # Implement compliance features @@ -271,7 +271,7 @@ You will develop and extend custom MCP servers that provide specialized capabili - Implement regulatory compliance checks ``` -22. **Testing and Validation** +3. **Testing and Validation** ```bash # Implement comprehensive testing @@ -283,7 +283,7 @@ You will develop and extend custom MCP servers that provide specialized capabili ## Phase 8: Deployment and Distribution -23. **Deployment Automation** +1. **Deployment Automation** ```bash # Automate server deployment @@ -293,7 +293,7 @@ You will develop and extend custom MCP servers that provide specialized capabili - Implement blue-green and rolling deployments ``` -24. **Distribution and Publishing** +2. **Distribution and Publishing** ```bash # Distribute and publish server @@ -305,7 +305,7 @@ You will develop and extend custom MCP servers that provide specialized capabili ## Safety and Validation -25. **Server Validation and Testing** +1. **Server Validation and Testing** ```bash # Validate server functionality @@ -315,7 +315,7 @@ You will develop and extend custom MCP servers that provide specialized capabili - Verify security and performance requirements ``` -26. **Rollback and Recovery** +2. **Rollback and Recovery** ```bash # Implement rollback and recovery @@ -327,7 +327,7 @@ You will develop and extend custom MCP servers that provide specialized capabili ## Educational Components -27. **MCP Development Learning** +1. **MCP Development Learning** ```bash # Teach MCP development concepts @@ -337,7 +337,7 @@ You will develop and extend custom MCP servers that provide specialized capabili - Provide troubleshooting and optimization guidance ``` -28. **Advanced Server Development** +2. **Advanced Server Development** ```bash # Demonstrate advanced techniques diff --git a/.claude/commands/09-agentic-capabilities/workflow-automate.md b/.claude/commands/09-agentic-capabilities/workflow-automate.md index b9c38cc..1e5af10 100644 --- a/.claude/commands/09-agentic-capabilities/workflow-automate.md +++ b/.claude/commands/09-agentic-capabilities/workflow-automate.md @@ -81,7 +81,7 @@ You will design and implement sophisticated automated workflows that coordinate ## Phase 2: Workflow Architecture Design -4. **Workflow State Management** +1. **Workflow State Management** ```bash # Design workflow state management @@ -91,7 +91,7 @@ You will design and implement sophisticated automated workflows that coordinate - Handle workflow interruption and resumption ``` -5. **Agent Orchestration Patterns** +2. **Agent Orchestration Patterns** ```bash # Implement orchestration patterns @@ -101,7 +101,7 @@ You will design and implement sophisticated automated workflows that coordinate - Loop and retry mechanisms with backoff ``` -6. **Communication and Coordination** +3. **Communication and Coordination** ```bash # Set up inter-agent communication @@ -113,7 +113,7 @@ You will design and implement sophisticated automated workflows that coordinate ## Phase 3: Workflow Implementation Templates -7. **Development Workflow Automation** +1. **Development Workflow Automation** ```bash # Automate development workflows @@ -125,7 +125,7 @@ You will design and implement sophisticated automated workflows that coordinate - Code review and approval processes ``` -8. **Deployment Workflow Automation** +2. **Deployment Workflow Automation** ```bash # Automate deployment workflows @@ -137,7 +137,7 @@ You will design and implement sophisticated automated workflows that coordinate - Rollback procedures and disaster recovery ``` -9. **Security Workflow Automation** +3. **Security Workflow Automation** ```bash # Automate security workflows @@ -149,7 +149,7 @@ You will design and implement sophisticated automated workflows that coordinate - Security monitoring and alerting ``` -10. **Testing Workflow Automation** +4. **Testing Workflow Automation** ```bash # Automate testing workflows @@ -163,7 +163,7 @@ You will design and implement sophisticated automated workflows that coordinate ## Phase 4: Advanced Workflow Features -11. **Conditional Logic and Decision Making** +1. **Conditional Logic and Decision Making** ```bash # Implement intelligent decision making @@ -175,7 +175,7 @@ You will design and implement sophisticated automated workflows that coordinate - Escalation and approval workflows ``` -12. **Error Handling and Recovery** +2. **Error Handling and Recovery** ```bash # Implement robust error handling @@ -187,7 +187,7 @@ You will design and implement sophisticated automated workflows that coordinate - Post-incident analysis and learning ``` -13. **Workflow Optimization** +3. **Workflow Optimization** ```bash # Optimize workflow performance @@ -201,7 +201,7 @@ You will design and implement sophisticated automated workflows that coordinate ## Phase 5: Monitoring and Analytics -14. **Workflow Monitoring** +1. **Workflow Monitoring** ```bash # Monitor workflow execution @@ -213,7 +213,7 @@ You will design and implement sophisticated automated workflows that coordinate - SLA compliance and performance metrics ``` -15. **Analytics and Insights** +2. **Analytics and Insights** ```bash # Generate workflow analytics @@ -225,7 +225,7 @@ You will design and implement sophisticated automated workflows that coordinate - Predictive analytics for workflow optimization ``` -16. **Continuous Improvement** +3. **Continuous Improvement** ```bash # Implement continuous improvement @@ -239,7 +239,7 @@ You will design and implement sophisticated automated workflows that coordinate ## Phase 6: Enterprise Integration -17. **Integration with External Systems** +1. **Integration with External Systems** ```bash # Integrate with enterprise systems @@ -251,7 +251,7 @@ You will design and implement sophisticated automated workflows that coordinate - Business intelligence and reporting tools ``` -18. **Governance and Compliance** +2. **Governance and Compliance** ```bash # Implement governance controls @@ -263,7 +263,7 @@ You will design and implement sophisticated automated workflows that coordinate - Documentation and knowledge management ``` -19. **Scalability and Performance** +3. **Scalability and Performance** ```bash # Ensure scalability and performance @@ -277,7 +277,7 @@ You will design and implement sophisticated automated workflows that coordinate ## Safety and Validation -20. **Workflow Validation and Testing** +1. **Workflow Validation and Testing** ```bash # Validate workflow functionality @@ -289,7 +289,7 @@ You will design and implement sophisticated automated workflows that coordinate - End-to-end integration testing ``` -21. **Rollback and Recovery** +2. **Rollback and Recovery** ```bash # Implement workflow recovery @@ -303,7 +303,7 @@ You will design and implement sophisticated automated workflows that coordinate ## Educational Components -22. **Workflow Automation Learning** +1. **Workflow Automation Learning** ```bash # Teach workflow automation concepts @@ -313,7 +313,7 @@ You will design and implement sophisticated automated workflows that coordinate - Provide automation best practices ``` -23. **Advanced Orchestration Techniques** +2. **Advanced Orchestration Techniques** ```bash # Demonstrate advanced techniques diff --git a/.claude/commands/09-agentic-capabilities/workflow-visual.md b/.claude/commands/09-agentic-capabilities/workflow-visual.md index cb4d4ad..38ebe3f 100644 --- a/.claude/commands/09-agentic-capabilities/workflow-visual.md +++ b/.claude/commands/09-agentic-capabilities/workflow-visual.md @@ -81,7 +81,7 @@ You will create sophisticated visual workflow builders that enable intuitive des ## Phase 2: Interactive Workflow Builder -4. **Drag-and-Drop Interface** +1. **Drag-and-Drop Interface** ```bash # Implement intuitive drag-and-drop interface @@ -91,7 +91,7 @@ You will create sophisticated visual workflow builders that enable intuitive des - Implement visual feedback and validation ``` -5. **Visual Connection System** +2. **Visual Connection System** ```bash # Implement visual connection system @@ -101,7 +101,7 @@ You will create sophisticated visual workflow builders that enable intuitive des - Implement connection routing and optimization ``` -6. **Property and Configuration Panels** +3. **Property and Configuration Panels** ```bash # Create configuration interfaces @@ -113,7 +113,7 @@ You will create sophisticated visual workflow builders that enable intuitive des ## Phase 3: Workflow Types and Templates -7. **Development Workflow Templates** +1. **Development Workflow Templates** ```bash # Create development workflow templates @@ -123,7 +123,7 @@ You will create sophisticated visual workflow builders that enable intuitive des - Bug fixing and hotfix workflows ``` -8. **Deployment Workflow Templates** +2. **Deployment Workflow Templates** ```bash # Create deployment workflow templates @@ -133,7 +133,7 @@ You will create sophisticated visual workflow builders that enable intuitive des - Infrastructure provisioning workflows ``` -9. **Security Workflow Templates** +3. **Security Workflow Templates** ```bash # Create security workflow templates @@ -145,7 +145,7 @@ You will create sophisticated visual workflow builders that enable intuitive des ## Phase 4: Advanced Visualization Features -10. **Real-Time Workflow Monitoring** +1. **Real-Time Workflow Monitoring** ```bash # Implement real-time workflow visualization @@ -155,7 +155,7 @@ You will create sophisticated visual workflow builders that enable intuitive des - Add execution path highlighting and tracing ``` -11. **Interactive Workflow Analysis** +2. **Interactive Workflow Analysis** ```bash # Create interactive analysis features @@ -165,7 +165,7 @@ You will create sophisticated visual workflow builders that enable intuitive des - Implement what-if scenario modeling ``` -12. **Multi-Level Workflow Views** +3. **Multi-Level Workflow Views** ```bash # Implement hierarchical workflow views @@ -177,7 +177,7 @@ You will create sophisticated visual workflow builders that enable intuitive des ## Phase 5: Workflow Optimization and Analysis -13. **Visual Performance Analysis** +1. **Visual Performance Analysis** ```bash # Implement visual performance analysis @@ -187,7 +187,7 @@ You will create sophisticated visual workflow builders that enable intuitive des - Show optimization opportunities and recommendations ``` -14. **Workflow Path Optimization** +2. **Workflow Path Optimization** ```bash # Implement path optimization visualization @@ -197,7 +197,7 @@ You will create sophisticated visual workflow builders that enable intuitive des - Create workflow efficiency metrics and scoring ``` -15. **Agent Load Balancing Visualization** +3. **Agent Load Balancing Visualization** ```bash # Visualize agent load distribution @@ -209,7 +209,7 @@ You will create sophisticated visual workflow builders that enable intuitive des ## Phase 6: Collaboration and Sharing -16. **Collaborative Workflow Design** +1. **Collaborative Workflow Design** ```bash # Enable collaborative workflow design @@ -219,7 +219,7 @@ You will create sophisticated visual workflow builders that enable intuitive des - Implement approval and review workflows ``` -17. **Workflow Sharing and Templates** +2. **Workflow Sharing and Templates** ```bash # Implement workflow sharing capabilities @@ -229,7 +229,7 @@ You will create sophisticated visual workflow builders that enable intuitive des - Create workflow documentation generation ``` -18. **Team Workflow Management** +3. **Team Workflow Management** ```bash # Create team workflow management features @@ -241,7 +241,7 @@ You will create sophisticated visual workflow builders that enable intuitive des ## Phase 7: Integration and Automation -19. **Workflow Execution Integration** +1. **Workflow Execution Integration** ```bash # Integrate with workflow execution engines @@ -251,7 +251,7 @@ You will create sophisticated visual workflow builders that enable intuitive des - Create execution result visualization and feedback ``` -20. **External System Integration** +2. **External System Integration** ```bash # Integrate with external systems @@ -261,7 +261,7 @@ You will create sophisticated visual workflow builders that enable intuitive des - Integrate with communication and collaboration tools ``` -21. **API and Automation Integration** +3. **API and Automation Integration** ```bash # Implement API and automation integration @@ -273,7 +273,7 @@ You will create sophisticated visual workflow builders that enable intuitive des ## Phase 8: Advanced Features and Customization -22. **Custom Component Development** +1. **Custom Component Development** ```bash # Enable custom component development @@ -283,7 +283,7 @@ You will create sophisticated visual workflow builders that enable intuitive des - Create component marketplace and sharing ``` -23. **Workflow Simulation and Testing** +2. **Workflow Simulation and Testing** ```bash # Implement workflow simulation @@ -293,7 +293,7 @@ You will create sophisticated visual workflow builders that enable intuitive des - Create workflow validation and verification ``` -24. **Advanced Visualization Options** +3. **Advanced Visualization Options** ```bash # Implement advanced visualization features @@ -305,7 +305,7 @@ You will create sophisticated visual workflow builders that enable intuitive des ## Safety and Validation -25. **Workflow Validation and Verification** +1. **Workflow Validation and Verification** ```bash # Validate workflow designs @@ -315,7 +315,7 @@ You will create sophisticated visual workflow builders that enable intuitive des - Verify workflow completeness and correctness ``` -26. **Security and Access Control** +2. **Security and Access Control** ```bash # Implement security measures @@ -327,7 +327,7 @@ You will create sophisticated visual workflow builders that enable intuitive des ## Educational Components -27. **Workflow Design Learning** +1. **Workflow Design Learning** ```bash # Teach workflow design concepts @@ -337,7 +337,7 @@ You will create sophisticated visual workflow builders that enable intuitive des - Provide interactive tutorials and guidance ``` -28. **Advanced Workflow Techniques** +2. **Advanced Workflow Techniques** ```bash # Demonstrate advanced techniques diff --git a/.claude/commands/10-ai-native-development/ai-debug.md b/.claude/commands/10-ai-native-development/ai-debug.md index decd6fd..b866933 100644 --- a/.claude/commands/10-ai-native-development/ai-debug.md +++ b/.claude/commands/10-ai-native-development/ai-debug.md @@ -85,7 +85,7 @@ Use AI techniques to find and fix software bugs. ## Phase 2: Root Cause Analysis -4. **Execution Trace Analysis** +1. **Execution Trace Analysis** ```bash # Analyze execution traces and call stacks @@ -95,7 +95,7 @@ Use AI techniques to find and fix software bugs. - Map data flow and state changes leading to errors ``` -5. **Data Flow and State Analysis** +2. **Data Flow and State Analysis** ```bash # Analyze data flow and state changes @@ -105,7 +105,7 @@ Use AI techniques to find and fix software bugs. - Map data dependencies and corruption sources ``` -6. **Dependency and Integration Analysis** +3. **Dependency and Integration Analysis** ```bash # Analyze dependencies and integration issues @@ -117,7 +117,7 @@ Use AI techniques to find and fix software bugs. ## Phase 3: Intelligent Debugging Assistance -7. **Interactive Debugging Guidance** +1. **Interactive Debugging Guidance** ```bash # Provide interactive debugging assistance @@ -127,7 +127,7 @@ Use AI techniques to find and fix software bugs. - Offer step-by-step debugging instructions ``` -8. **Automated Hypothesis Generation** +2. **Automated Hypothesis Generation** ```bash # Generate debugging hypotheses automatically @@ -137,7 +137,7 @@ Use AI techniques to find and fix software bugs. - Update hypotheses based on new evidence ``` -9. **Smart Breakpoint and Logging** +3. **Smart Breakpoint and Logging** ```bash # Implement intelligent breakpoint and logging strategies @@ -149,7 +149,7 @@ Use AI techniques to find and fix software bugs. ## Phase 4: Specialized Debugging Capabilities -10. **Performance Debugging** +1. **Performance Debugging** ```bash # Debug performance issues and bottlenecks @@ -159,7 +159,7 @@ Use AI techniques to find and fix software bugs. - Identify algorithmic inefficiencies and optimizations ``` -11. **Concurrency and Race Condition Debugging** +2. **Concurrency and Race Condition Debugging** ```bash # Debug concurrency and synchronization issues @@ -169,7 +169,7 @@ Use AI techniques to find and fix software bugs. - Debug distributed system coordination problems ``` -12. **Memory and Resource Debugging** +3. **Memory and Resource Debugging** ```bash # Debug memory and resource management issues @@ -181,7 +181,7 @@ Use AI techniques to find and fix software bugs. ## Phase 5: AI-Enhanced Debugging Techniques -13. **Machine Learning-Based Error Prediction** +1. **Machine Learning-Based Error Prediction** ```bash # Use ML to predict and prevent errors @@ -191,7 +191,7 @@ Use AI techniques to find and fix software bugs. - Suggest preventive measures and code improvements ``` -14. **Natural Language Error Explanation** +2. **Natural Language Error Explanation** ```bash # Provide natural language error explanations @@ -201,7 +201,7 @@ Use AI techniques to find and fix software bugs. - Translate technical errors into business impact ``` -15. **Automated Fix Suggestion** +3. **Automated Fix Suggestion** ```bash # Suggest automated fixes and solutions @@ -213,7 +213,7 @@ Use AI techniques to find and fix software bugs. ## Phase 6: Collaborative and Knowledge-Based Debugging -16. **Knowledge Base Integration** +1. **Knowledge Base Integration** ```bash # Integrate with debugging knowledge bases @@ -223,7 +223,7 @@ Use AI techniques to find and fix software bugs. - Build organizational debugging expertise and best practices ``` -17. **Collaborative Debugging Support** +2. **Collaborative Debugging Support** ```bash # Support collaborative debugging efforts @@ -233,7 +233,7 @@ Use AI techniques to find and fix software bugs. - Facilitate debugging knowledge transfer and mentoring ``` -18. **Expert System Integration** +3. **Expert System Integration** ```bash # Integrate expert system capabilities @@ -245,7 +245,7 @@ Use AI techniques to find and fix software bugs. ## Phase 7: Advanced Debugging Features -19. **Time-Travel and Replay Debugging** +1. **Time-Travel and Replay Debugging** ```bash # Implement time-travel debugging capabilities @@ -255,7 +255,7 @@ Use AI techniques to find and fix software bugs. - Support distributed system replay and analysis ``` -20. **Visual and Interactive Debugging** +2. **Visual and Interactive Debugging** ```bash # Provide visual debugging interfaces @@ -265,7 +265,7 @@ Use AI techniques to find and fix software bugs. - Enable graphical debugging and analysis tools ``` -21. **Continuous Debugging and Monitoring** +3. **Continuous Debugging and Monitoring** ```bash # Implement continuous debugging capabilities @@ -277,7 +277,7 @@ Use AI techniques to find and fix software bugs. ## Safety and Validation -22. **Debugging Safety and Validation** +1. **Debugging Safety and Validation** ```bash # Ensure safe debugging practices @@ -287,7 +287,7 @@ Use AI techniques to find and fix software bugs. - Ensure debugging data privacy and security ``` -23. **Fix Validation and Testing** +2. **Fix Validation and Testing** ```bash # Validate debugging fixes and solutions @@ -299,7 +299,7 @@ Use AI techniques to find and fix software bugs. ## Educational Components -24. **Debugging Skills Development** +1. **Debugging Skills Development** ```bash # Teach debugging concepts and techniques @@ -309,7 +309,7 @@ Use AI techniques to find and fix software bugs. - Provide debugging best practices and guidelines ``` -25. **Advanced Debugging Techniques** +2. **Advanced Debugging Techniques** ```bash # Demonstrate advanced debugging techniques diff --git a/.claude/commands/10-ai-native-development/ai-mentor.md b/.claude/commands/10-ai-native-development/ai-mentor.md index 61b1fea..5c94efc 100644 --- a/.claude/commands/10-ai-native-development/ai-mentor.md +++ b/.claude/commands/10-ai-native-development/ai-mentor.md @@ -59,7 +59,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal ## Phase 2: Personalized Learning Path Creation -4. **Adaptive Learning Path Design** +1. **Adaptive Learning Path Design** ```bash # Create personalized learning paths @@ -69,7 +69,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal - Integrate practical projects and hands-on experiences ``` -5. **Curriculum and Content Curation** +2. **Curriculum and Content Curation** ```bash # Curate learning content and resources @@ -79,7 +79,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal - Integrate industry best practices and real-world examples ``` -6. **Progress Tracking and Adaptation** +3. **Progress Tracking and Adaptation** ```bash # Track learning progress and adapt paths @@ -91,7 +91,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal ## Phase 3: Interactive Teaching and Guidance -7. **Socratic Method and Guided Discovery** +1. **Socratic Method and Guided Discovery** ```bash # Use Socratic method for deep learning @@ -101,7 +101,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal - Provide hints and scaffolding when needed ``` -8. **Code Review and Feedback** +2. **Code Review and Feedback** ```bash # Provide detailed code review and feedback @@ -111,7 +111,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal - Guide refactoring and optimization efforts ``` -9. **Problem-Solving Coaching** +3. **Problem-Solving Coaching** ```bash # Coach problem-solving skills and methodologies @@ -123,7 +123,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal ## Phase 4: Specialized Domain Mentoring -10. **Programming Language Mentoring** +1. **Programming Language Mentoring** ```bash # Provide language-specific mentoring @@ -133,7 +133,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal - Practice coding exercises and challenges ``` -11. **Software Architecture Mentoring** +2. **Software Architecture Mentoring** ```bash # Mentor architectural design and thinking @@ -143,7 +143,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal - Develop scalability and performance thinking ``` -12. **Testing and Quality Assurance Mentoring** +3. **Testing and Quality Assurance Mentoring** ```bash # Mentor testing practices and quality mindset @@ -155,7 +155,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal ## Phase 5: Soft Skills and Leadership Development -13. **Communication Skills Development** +1. **Communication Skills Development** ```bash # Develop technical communication skills @@ -165,7 +165,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal - Practice code review and feedback communication ``` -14. **Collaboration and Teamwork Skills** +2. **Collaboration and Teamwork Skills** ```bash # Develop collaboration and teamwork abilities @@ -175,7 +175,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal - Practice mentoring and knowledge sharing ``` -15. **Leadership and Management Mentoring** +3. **Leadership and Management Mentoring** ```bash # Mentor leadership and management skills @@ -187,7 +187,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal ## Phase 6: Career Development and Growth -16. **Career Planning and Strategy** +1. **Career Planning and Strategy** ```bash # Guide career planning and professional development @@ -197,7 +197,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal - Practice networking and professional relationship building ``` -17. **Industry Trends and Technology Guidance** +2. **Industry Trends and Technology Guidance** ```bash # Provide guidance on industry trends and technologies @@ -207,7 +207,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal - Practice continuous learning and adaptation strategies ``` -18. **Portfolio and Personal Branding** +3. **Portfolio and Personal Branding** ```bash # Guide portfolio development and personal branding @@ -219,7 +219,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal ## Phase 7: Advanced Mentoring Features -19. **AI-Powered Personalization** +1. **AI-Powered Personalization** ```bash # Use AI for enhanced personalization @@ -229,7 +229,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal - Optimize learning paths based on progress data ``` -20. **Peer Learning and Community Integration** +2. **Peer Learning and Community Integration** ```bash # Facilitate peer learning and community engagement @@ -239,7 +239,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal - Enable peer review and feedback exchanges ``` -21. **Real-World Project Integration** +3. **Real-World Project Integration** ```bash # Integrate real-world projects and experiences @@ -251,7 +251,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal ## Phase 8: Assessment and Certification -22. **Competency Assessment and Validation** +1. **Competency Assessment and Validation** ```bash # Assess and validate skill competencies @@ -261,7 +261,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal - Track skill development and mastery progression ``` -23. **Performance Analytics and Insights** +2. **Performance Analytics and Insights** ```bash # Provide performance analytics and insights @@ -273,7 +273,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal ## Safety and Validation -24. **Mentoring Quality Assurance** +1. **Mentoring Quality Assurance** ```bash # Ensure high-quality mentoring experiences @@ -283,7 +283,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal - Continuously improve mentoring approaches and methods ``` -25. **Ethical AI Mentoring** +2. **Ethical AI Mentoring** ```bash # Ensure ethical and responsible AI mentoring @@ -295,7 +295,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal ## Educational Components -26. **Meta-Learning and Learning How to Learn** +1. **Meta-Learning and Learning How to Learn** ```bash # Teach meta-learning skills and strategies @@ -305,7 +305,7 @@ You will implement sophisticated AI mentoring capabilities that provide personal - Foster lifelong learning mindset and habits ``` -27. **Advanced Mentoring Techniques** +2. **Advanced Mentoring Techniques** ```bash # Demonstrate advanced mentoring and teaching techniques diff --git a/.claude/commands/10-ai-native-development/code-explain.md b/.claude/commands/10-ai-native-development/code-explain.md index 9a1f466..5f69757 100644 --- a/.claude/commands/10-ai-native-development/code-explain.md +++ b/.claude/commands/10-ai-native-development/code-explain.md @@ -59,7 +59,7 @@ You will implement sophisticated code explanation capabilities that generate cle ## Phase 2: Audience-Adaptive Explanation Generation -4. **Audience Analysis and Adaptation** +1. **Audience Analysis and Adaptation** ```bash # Adapt explanations to target audience @@ -69,7 +69,7 @@ You will implement sophisticated code explanation capabilities that generate cle - Customize examples and analogies for audience ``` -5. **Multi-Level Explanation Structure** +2. **Multi-Level Explanation Structure** ```bash # Create multi-level explanation hierarchies @@ -79,7 +79,7 @@ You will implement sophisticated code explanation capabilities that generate cle - Provide troubleshooting and debugging insights ``` -6. **Interactive and Progressive Disclosure** +3. **Interactive and Progressive Disclosure** ```bash # Implement progressive explanation disclosure @@ -91,7 +91,7 @@ You will implement sophisticated code explanation capabilities that generate cle ## Phase 3: Comprehensive Explanation Types -7. **Functionality Explanation** +1. **Functionality Explanation** ```bash # Explain what code does and how it works @@ -101,7 +101,7 @@ You will implement sophisticated code explanation capabilities that generate cle - Provide usage examples and scenarios ``` -8. **Architecture and Design Explanation** +2. **Architecture and Design Explanation** ```bash # Explain architectural and design decisions @@ -111,7 +111,7 @@ You will implement sophisticated code explanation capabilities that generate cle - Justify design decisions and trade-offs ``` -9. **Algorithm and Logic Explanation** +3. **Algorithm and Logic Explanation** ```bash # Explain algorithms and complex logic @@ -123,7 +123,7 @@ You will implement sophisticated code explanation capabilities that generate cle ## Phase 4: Enhanced Explanation Features -10. **Visual and Diagrammatic Explanations** +1. **Visual and Diagrammatic Explanations** ```bash # Generate visual explanations and diagrams @@ -133,7 +133,7 @@ You will implement sophisticated code explanation capabilities that generate cle - Create interactive visualizations and animations ``` -11. **Example-Driven Explanations** +2. **Example-Driven Explanations** ```bash # Provide comprehensive examples and demonstrations @@ -143,7 +143,7 @@ You will implement sophisticated code explanation capabilities that generate cle - Generate test cases and validation examples ``` -12. **Comparative and Contextual Explanations** +3. **Comparative and Contextual Explanations** ```bash # Provide comparative and contextual insights @@ -155,7 +155,7 @@ You will implement sophisticated code explanation capabilities that generate cle ## Phase 5: Documentation Generation -13. **API Documentation Generation** +1. **API Documentation Generation** ```bash # Generate comprehensive API documentation @@ -165,7 +165,7 @@ You will implement sophisticated code explanation capabilities that generate cle - Include error handling and response documentation ``` -14. **Tutorial and Guide Generation** +2. **Tutorial and Guide Generation** ```bash # Generate tutorials and learning guides @@ -175,7 +175,7 @@ You will implement sophisticated code explanation capabilities that generate cle - Create troubleshooting and FAQ sections ``` -15. **Architecture Documentation** +3. **Architecture Documentation** ```bash # Generate architectural documentation @@ -187,7 +187,7 @@ You will implement sophisticated code explanation capabilities that generate cle ## Phase 6: AI-Enhanced Explanation Features -16. **Natural Language Generation** +1. **Natural Language Generation** ```bash # Use advanced NLG for explanation generation @@ -197,7 +197,7 @@ You will implement sophisticated code explanation capabilities that generate cle - Generate engaging and informative content ``` -17. **Intelligent Question Answering** +2. **Intelligent Question Answering** ```bash # Provide intelligent Q&A capabilities @@ -207,7 +207,7 @@ You will implement sophisticated code explanation capabilities that generate cle - Generate FAQ sections and common questions ``` -18. **Contextual Help and Assistance** +3. **Contextual Help and Assistance** ```bash # Provide contextual help and assistance @@ -219,7 +219,7 @@ You will implement sophisticated code explanation capabilities that generate cle ## Phase 7: Collaborative and Social Features -19. **Collaborative Documentation** +1. **Collaborative Documentation** ```bash # Enable collaborative documentation creation @@ -229,7 +229,7 @@ You will implement sophisticated code explanation capabilities that generate cle - Facilitate review and approval workflows ``` -20. **Knowledge Sharing and Reuse** +2. **Knowledge Sharing and Reuse** ```bash # Facilitate knowledge sharing and reuse @@ -239,7 +239,7 @@ You will implement sophisticated code explanation capabilities that generate cle - Facilitate mentoring and knowledge transfer ``` -21. **Feedback and Continuous Improvement** +3. **Feedback and Continuous Improvement** ```bash # Implement feedback and improvement mechanisms @@ -251,7 +251,7 @@ You will implement sophisticated code explanation capabilities that generate cle ## Phase 8: Quality Assurance and Validation -22. **Explanation Quality Assessment** +1. **Explanation Quality Assessment** ```bash # Assess and ensure explanation quality @@ -261,7 +261,7 @@ You will implement sophisticated code explanation capabilities that generate cle - Verify technical correctness and precision ``` -23. **Accessibility and Inclusivity** +2. **Accessibility and Inclusivity** ```bash # Ensure accessible and inclusive explanations @@ -273,7 +273,7 @@ You will implement sophisticated code explanation capabilities that generate cle ## Safety and Validation -24. **Content Validation and Verification** +1. **Content Validation and Verification** ```bash # Validate explanation content and accuracy @@ -283,7 +283,7 @@ You will implement sophisticated code explanation capabilities that generate cle - Ensure compliance with standards and guidelines ``` -25. **Ethical and Responsible Explanation** +2. **Ethical and Responsible Explanation** ```bash # Ensure ethical and responsible explanation practices @@ -295,7 +295,7 @@ You will implement sophisticated code explanation capabilities that generate cle ## Educational Components -26. **Explanation Methodology Teaching** +1. **Explanation Methodology Teaching** ```bash # Teach explanation and documentation best practices @@ -305,7 +305,7 @@ You will implement sophisticated code explanation capabilities that generate cle - Provide documentation and explanation best practices ``` -27. **Advanced Explanation Techniques** +2. **Advanced Explanation Techniques** ```bash # Demonstrate advanced explanation techniques diff --git a/.claude/commands/10-ai-native-development/code-generate.md b/.claude/commands/10-ai-native-development/code-generate.md index 93a7b7e..be9ab3b 100644 --- a/.claude/commands/10-ai-native-development/code-generate.md +++ b/.claude/commands/10-ai-native-development/code-generate.md @@ -59,7 +59,7 @@ You will implement code generation capabilities that create contextually appropr ## Phase 2: Code Generation Framework -4. **Template-Based Generation** +1. **Template-Based Generation** ```bash # Implement template-based code generation @@ -69,7 +69,7 @@ You will implement code generation capabilities that create contextually appropr - Enable template composition and inheritance ``` -5. **Pattern-Based Generation** +2. **Pattern-Based Generation** ```bash # Generate code based on design patterns @@ -79,7 +79,7 @@ You will implement code generation capabilities that create contextually appropr - Create pattern variation and customization options ``` -6. **Context-Aware Generation** +3. **Context-Aware Generation** ```bash # Generate code aware of existing context @@ -91,7 +91,7 @@ You will implement code generation capabilities that create contextually appropr ## Phase 3: Language-Specific Generation -7. **Python Code Generation** +1. **Python Code Generation** ```bash # Generate Python code with best practices @@ -101,7 +101,7 @@ You will implement code generation capabilities that create contextually appropr - Generate unit tests with pytest or unittest ``` -8. **TypeScript/JavaScript Generation** +2. **TypeScript/JavaScript Generation** ```bash # Generate TypeScript/JavaScript code @@ -111,7 +111,7 @@ You will implement code generation capabilities that create contextually appropr - Generate Jest or Mocha test suites ``` -9. **Enterprise Language Generation** +3. **Enterprise Language Generation** ```bash # Generate code for enterprise languages (Java, C#, Go) @@ -123,7 +123,7 @@ You will implement code generation capabilities that create contextually appropr ## Phase 4: Specialized Code Generation -10. **API and Service Generation** +1. **API and Service Generation** ```bash # Generate APIs and web services @@ -133,7 +133,7 @@ You will implement code generation capabilities that create contextually appropr - Implement authentication and authorization patterns ``` -11. **Database and Data Layer Generation** +2. **Database and Data Layer Generation** ```bash # Generate database and data access code @@ -143,7 +143,7 @@ You will implement code generation capabilities that create contextually appropr - Implement caching and performance optimization patterns ``` -12. **Frontend Component Generation** +3. **Frontend Component Generation** ```bash # Generate frontend components and interfaces @@ -155,7 +155,7 @@ You will implement code generation capabilities that create contextually appropr ## Phase 5: Quality and Testing Integration -13. **Test Generation** +1. **Test Generation** ```bash # Generate comprehensive test suites @@ -165,7 +165,7 @@ You will implement code generation capabilities that create contextually appropr - Implement property-based and mutation testing ``` -14. **Documentation Generation** +2. **Documentation Generation** ```bash # Generate comprehensive documentation @@ -175,7 +175,7 @@ You will implement code generation capabilities that create contextually appropr - Create architectural and design documentation ``` -15. **Quality Assurance Integration** +3. **Quality Assurance Integration** ```bash # Integrate quality assurance measures @@ -187,7 +187,7 @@ You will implement code generation capabilities that create contextually appropr ## Phase 6: Advanced Generation Features -16. **Machine Learning-Enhanced Generation** +1. **Machine Learning-Enhanced Generation** ```bash # Use ML for enhanced code generation @@ -197,7 +197,7 @@ You will implement code generation capabilities that create contextually appropr - Apply natural language processing for requirement understanding ``` -17. **Incremental and Iterative Generation** +2. **Incremental and Iterative Generation** ```bash # Support incremental code generation @@ -207,7 +207,7 @@ You will implement code generation capabilities that create contextually appropr - Implement version control and change tracking ``` -18. **Multi-File and Project Generation** +3. **Multi-File and Project Generation** ```bash # Generate complete projects and multi-file structures @@ -219,7 +219,7 @@ You will implement code generation capabilities that create contextually appropr ## Phase 7: Customization and Adaptation -19. **Style and Convention Adaptation** +1. **Style and Convention Adaptation** ```bash # Adapt to project-specific styles and conventions @@ -229,7 +229,7 @@ You will implement code generation capabilities that create contextually appropr - Implement organization-specific patterns and practices ``` -20. **Domain-Specific Generation** +2. **Domain-Specific Generation** ```bash # Generate domain-specific code @@ -239,7 +239,7 @@ You will implement code generation capabilities that create contextually appropr - Create specialized utility and helper functions ``` -21. **Performance and Optimization** +3. **Performance and Optimization** ```bash # Generate optimized and performant code @@ -251,7 +251,7 @@ You will implement code generation capabilities that create contextually appropr ## Safety and Validation -22. **Code Validation and Verification** +1. **Code Validation and Verification** ```bash # Validate generated code quality and correctness @@ -261,7 +261,7 @@ You will implement code generation capabilities that create contextually appropr - Verify security and compliance requirements ``` -23. **Security and Safety Measures** +2. **Security and Safety Measures** ```bash # Ensure generated code security and safety @@ -273,7 +273,7 @@ You will implement code generation capabilities that create contextually appropr ## Educational Components -24. **Code Generation Learning** +1. **Code Generation Learning** ```bash # Teach code generation concepts and techniques @@ -283,7 +283,7 @@ You will implement code generation capabilities that create contextually appropr - Provide code generation best practices and guidelines ``` -25. **Advanced Generation Techniques** +2. **Advanced Generation Techniques** ```bash # Demonstrate advanced generation techniques diff --git a/.claude/commands/10-ai-native-development/pattern-detect.md b/.claude/commands/10-ai-native-development/pattern-detect.md index ee707fd..2d84109 100644 --- a/.claude/commands/10-ai-native-development/pattern-detect.md +++ b/.claude/commands/10-ai-native-development/pattern-detect.md @@ -58,7 +58,7 @@ Detect and analyze design patterns in codebases. ## Phase 2: Design Pattern Detection -4. **Creational Pattern Detection** +1. **Creational Pattern Detection** ```bash # Detect creational design patterns @@ -68,7 +68,7 @@ Detect and analyze design patterns in codebases. - Prototype pattern identification and cloning strategies ``` -5. **Structural Pattern Detection** +2. **Structural Pattern Detection** ```bash # Detect structural design patterns @@ -78,7 +78,7 @@ Detect and analyze design patterns in codebases. - Composite pattern identification and tree structures ``` -6. **Behavioral Pattern Detection** +3. **Behavioral Pattern Detection** ```bash # Detect behavioral design patterns @@ -90,7 +90,7 @@ Detect and analyze design patterns in codebases. ## Phase 3: Architectural Pattern Detection -7. **Layered Architecture Detection** +1. **Layered Architecture Detection** ```bash # Detect layered architectural patterns @@ -100,7 +100,7 @@ Detect and analyze design patterns in codebases. - Identify clean architecture and hexagonal patterns ``` -8. **Microservices Pattern Detection** +2. **Microservices Pattern Detection** ```bash # Detect microservices architectural patterns @@ -110,7 +110,7 @@ Detect and analyze design patterns in codebases. - Analyze service communication and coordination ``` -9. **Event-Driven Architecture Detection** +3. **Event-Driven Architecture Detection** ```bash # Detect event-driven architectural patterns @@ -122,7 +122,7 @@ Detect and analyze design patterns in codebases. ## Phase 4: Anti-Pattern and Code Smell Detection -10. **Code Smell Detection** +1. **Code Smell Detection** ```bash # Detect code smells and quality issues @@ -132,7 +132,7 @@ Detect and analyze design patterns in codebases. - Identify dead code and unused elements ``` -11. **Design Anti-Pattern Detection** +2. **Design Anti-Pattern Detection** ```bash # Detect design anti-patterns @@ -142,7 +142,7 @@ Detect and analyze design patterns in codebases. - Identify inappropriate inheritance and composition ``` -12. **Architectural Anti-Pattern Detection** +3. **Architectural Anti-Pattern Detection** ```bash # Detect architectural anti-patterns @@ -154,7 +154,7 @@ Detect and analyze design patterns in codebases. ## Phase 5: Language-Specific Pattern Detection -13. **Object-Oriented Pattern Detection** +1. **Object-Oriented Pattern Detection** ```bash # Detect OOP-specific patterns and idioms @@ -164,7 +164,7 @@ Detect and analyze design patterns in codebases. - Identify interface segregation and dependency inversion ``` -14. **Functional Programming Pattern Detection** +2. **Functional Programming Pattern Detection** ```bash # Detect functional programming patterns @@ -174,7 +174,7 @@ Detect and analyze design patterns in codebases. - Identify map-reduce and stream processing patterns ``` -15. **Concurrent and Parallel Pattern Detection** +3. **Concurrent and Parallel Pattern Detection** ```bash # Detect concurrency and parallelization patterns @@ -186,7 +186,7 @@ Detect and analyze design patterns in codebases. ## Phase 6: Advanced Pattern Analysis -16. **Pattern Evolution and History Analysis** +1. **Pattern Evolution and History Analysis** ```bash # Analyze pattern evolution over time @@ -196,7 +196,7 @@ Detect and analyze design patterns in codebases. - Map pattern lifecycle and maintenance patterns ``` -17. **Pattern Quality and Effectiveness Analysis** +2. **Pattern Quality and Effectiveness Analysis** ```bash # Analyze pattern implementation quality @@ -206,7 +206,7 @@ Detect and analyze design patterns in codebases. - Identify pattern misuse and inappropriate application ``` -18. **Cross-Pattern Interaction Analysis** +3. **Cross-Pattern Interaction Analysis** ```bash # Analyze interactions between multiple patterns @@ -218,7 +218,7 @@ Detect and analyze design patterns in codebases. ## Phase 7: Machine Learning-Enhanced Detection -19. **ML-Based Pattern Recognition** +1. **ML-Based Pattern Recognition** ```bash # Use machine learning for pattern detection @@ -228,7 +228,7 @@ Detect and analyze design patterns in codebases. - Implement ensemble methods for improved accuracy ``` -20. **Automated Pattern Discovery** +2. **Automated Pattern Discovery** ```bash # Discover new patterns automatically @@ -238,7 +238,7 @@ Detect and analyze design patterns in codebases. - Generate pattern templates from discovered patterns ``` -21. **Context-Aware Pattern Detection** +3. **Context-Aware Pattern Detection** ```bash # Implement context-aware pattern detection @@ -250,7 +250,7 @@ Detect and analyze design patterns in codebases. ## Phase 8: Pattern Recommendation and Guidance -22. **Pattern Recommendation System** +1. **Pattern Recommendation System** ```bash # Recommend appropriate patterns for code improvements @@ -260,7 +260,7 @@ Detect and analyze design patterns in codebases. - Generate pattern application guidance and examples ``` -23. **Anti-Pattern Remediation Guidance** +2. **Anti-Pattern Remediation Guidance** ```bash # Provide guidance for anti-pattern remediation @@ -272,7 +272,7 @@ Detect and analyze design patterns in codebases. ## Safety and Validation -24. **Pattern Detection Validation** +1. **Pattern Detection Validation** ```bash # Validate pattern detection accuracy and completeness @@ -282,7 +282,7 @@ Detect and analyze design patterns in codebases. - Verify pattern classification and categorization ``` -25. **False Positive and Negative Analysis** +2. **False Positive and Negative Analysis** ```bash # Analyze and minimize detection errors @@ -294,7 +294,7 @@ Detect and analyze design patterns in codebases. ## Educational Components -26. **Pattern Education and Learning** +1. **Pattern Education and Learning** ```bash # Teach pattern concepts and applications @@ -304,7 +304,7 @@ Detect and analyze design patterns in codebases. - Provide pattern selection and application guidance ``` -27. **Advanced Pattern Analysis Techniques** +2. **Advanced Pattern Analysis Techniques** ```bash # Demonstrate advanced pattern analysis diff --git a/.claude/commands/10-ai-native-development/predictive-dev.md b/.claude/commands/10-ai-native-development/predictive-dev.md index acc49ea..7195cf0 100644 --- a/.claude/commands/10-ai-native-development/predictive-dev.md +++ b/.claude/commands/10-ai-native-development/predictive-dev.md @@ -59,7 +59,7 @@ You will implement sophisticated predictive development capabilities that antici ## Phase 2: Predictive Model Development -4. **Bug Prediction Models** +1. **Bug Prediction Models** ```bash # Develop bug prediction capabilities @@ -69,7 +69,7 @@ You will implement sophisticated predictive development capabilities that antici - Estimate bug resolution time and effort requirements ``` -5. **Performance Prediction Models** +2. **Performance Prediction Models** ```bash # Develop performance prediction capabilities @@ -79,7 +79,7 @@ You will implement sophisticated predictive development capabilities that antici - Estimate performance impact of code changes ``` -6. **Maintenance Prediction Models** +3. **Maintenance Prediction Models** ```bash # Develop maintenance prediction capabilities @@ -91,7 +91,7 @@ You will implement sophisticated predictive development capabilities that antici ## Phase 3: Proactive Development Assistance -7. **Intelligent Code Suggestions** +1. **Intelligent Code Suggestions** ```bash # Provide intelligent code suggestions @@ -101,7 +101,7 @@ You will implement sophisticated predictive development capabilities that antici - Suggest testing strategies and coverage improvements ``` -8. **Proactive Quality Assurance** +2. **Proactive Quality Assurance** ```bash # Implement proactive quality measures @@ -111,7 +111,7 @@ You will implement sophisticated predictive development capabilities that antici - Suggest documentation improvements and updates ``` -9. **Risk Mitigation Suggestions** +3. **Risk Mitigation Suggestions** ```bash # Provide risk mitigation recommendations @@ -123,7 +123,7 @@ You will implement sophisticated predictive development capabilities that antici ## Phase 4: Feature and Innovation Prediction -10. **Feature Development Prediction** +1. **Feature Development Prediction** ```bash # Predict feature development needs @@ -133,7 +133,7 @@ You will implement sophisticated predictive development capabilities that antici - Forecast feature development effort and timelines ``` -11. **Technology Trend Analysis** +2. **Technology Trend Analysis** ```bash # Analyze technology trends and opportunities @@ -143,7 +143,7 @@ You will implement sophisticated predictive development capabilities that antici - Forecast skill development and training needs ``` -12. **Innovation Opportunity Identification** +3. **Innovation Opportunity Identification** ```bash # Identify innovation opportunities @@ -155,7 +155,7 @@ You will implement sophisticated predictive development capabilities that antici ## Phase 5: Resource and Capacity Prediction -13. **Resource Demand Forecasting** +1. **Resource Demand Forecasting** ```bash # Forecast resource requirements @@ -165,7 +165,7 @@ You will implement sophisticated predictive development capabilities that antici - Predict skill gaps and training requirements ``` -14. **Timeline and Effort Estimation** +2. **Timeline and Effort Estimation** ```bash # Provide accurate timeline predictions @@ -175,7 +175,7 @@ You will implement sophisticated predictive development capabilities that antici - Predict deployment and rollout timelines ``` -15. **Capacity Planning and Optimization** +3. **Capacity Planning and Optimization** ```bash # Optimize resource allocation and planning @@ -187,7 +187,7 @@ You will implement sophisticated predictive development capabilities that antici ## Phase 6: Advanced Predictive Analytics -16. **Machine Learning-Enhanced Predictions** +1. **Machine Learning-Enhanced Predictions** ```bash # Use advanced ML for predictions @@ -197,7 +197,7 @@ You will implement sophisticated predictive development capabilities that antici - Apply natural language processing for requirement analysis ``` -17. **Real-Time Predictive Analytics** +2. **Real-Time Predictive Analytics** ```bash # Provide real-time predictive insights @@ -207,7 +207,7 @@ You will implement sophisticated predictive development capabilities that antici - Generate dynamic recommendations based on current context ``` -18. **Collaborative Prediction Systems** +3. **Collaborative Prediction Systems** ```bash # Implement collaborative prediction capabilities @@ -219,7 +219,7 @@ You will implement sophisticated predictive development capabilities that antici ## Phase 7: Prediction Validation and Improvement -19. **Prediction Accuracy Monitoring** +1. **Prediction Accuracy Monitoring** ```bash # Monitor and improve prediction accuracy @@ -229,7 +229,7 @@ You will implement sophisticated predictive development capabilities that antici - Validate predictions against actual outcomes ``` -20. **Model Adaptation and Learning** +2. **Model Adaptation and Learning** ```bash # Adapt models based on new data and feedback @@ -239,7 +239,7 @@ You will implement sophisticated predictive development capabilities that antici - Update models based on new technologies and frameworks ``` -21. **Uncertainty Quantification** +3. **Uncertainty Quantification** ```bash # Quantify prediction uncertainty and confidence @@ -251,7 +251,7 @@ You will implement sophisticated predictive development capabilities that antici ## Safety and Validation -22. **Prediction Validation and Testing** +1. **Prediction Validation and Testing** ```bash # Validate predictive capabilities @@ -261,7 +261,7 @@ You will implement sophisticated predictive development capabilities that antici - Verify ethical and fair prediction practices ``` -23. **Bias Detection and Mitigation** +2. **Bias Detection and Mitigation** ```bash # Detect and mitigate prediction biases @@ -273,7 +273,7 @@ You will implement sophisticated predictive development capabilities that antici ## Educational Components -24. **Predictive Development Learning** +1. **Predictive Development Learning** ```bash # Teach predictive development concepts @@ -283,7 +283,7 @@ You will implement sophisticated predictive development capabilities that antici - Provide predictive analytics best practices ``` -25. **Advanced Prediction Techniques** +2. **Advanced Prediction Techniques** ```bash # Demonstrate advanced techniques diff --git a/.claude/commands/10-ai-native-development/refactor-semantic.md b/.claude/commands/10-ai-native-development/refactor-semantic.md index c7dc49f..e745e51 100644 --- a/.claude/commands/10-ai-native-development/refactor-semantic.md +++ b/.claude/commands/10-ai-native-development/refactor-semantic.md @@ -59,7 +59,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr ## Phase 2: Semantic-Preserving Transformations -4. **Extract Method/Function Refactoring** +1. **Extract Method/Function Refactoring** ```bash # Extract methods while preserving semantics @@ -69,7 +69,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr - Ensure semantic equivalence and behavior preservation ``` -5. **Extract Class/Module Refactoring** +2. **Extract Class/Module Refactoring** ```bash # Extract classes and modules semantically @@ -79,7 +79,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr - Maintain semantic relationships and dependencies ``` -6. **Inline and Merge Refactoring** +3. **Inline and Merge Refactoring** ```bash # Inline methods and merge similar structures @@ -91,7 +91,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr ## Phase 3: Intelligent Renaming and Restructuring -7. **Semantic-Aware Renaming** +1. **Semantic-Aware Renaming** ```bash # Rename identifiers with semantic understanding @@ -101,7 +101,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr - Update all references and documentation ``` -8. **Code Structure Reorganization** +2. **Code Structure Reorganization** ```bash # Reorganize code structure intelligently @@ -111,7 +111,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr - Enhance code navigation and discoverability ``` -9. **Design Pattern Application** +3. **Design Pattern Application** ```bash # Apply design patterns through refactoring @@ -123,7 +123,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr ## Phase 4: Performance-Oriented Refactoring -10. **Algorithmic Optimization** +1. **Algorithmic Optimization** ```bash # Optimize algorithms and data structures @@ -133,7 +133,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr - Maintain functional correctness and behavior ``` -11. **Memory and Resource Optimization** +2. **Memory and Resource Optimization** ```bash # Optimize memory usage and resource management @@ -143,7 +143,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr - Reduce memory footprint and improve performance ``` -12. **Concurrency and Parallelization** +3. **Concurrency and Parallelization** ```bash # Refactor for improved concurrency @@ -155,7 +155,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr ## Phase 5: Maintainability and Quality Improvements -13. **Code Complexity Reduction** +1. **Code Complexity Reduction** ```bash # Reduce code complexity and improve readability @@ -165,7 +165,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr - Improve code flow and logical organization ``` -14. **Dependency Management and Decoupling** +2. **Dependency Management and Decoupling** ```bash # Improve dependency management and reduce coupling @@ -175,7 +175,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr - Improve modularity and testability ``` -15. **Error Handling and Robustness** +3. **Error Handling and Robustness** ```bash # Improve error handling and system robustness @@ -187,7 +187,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr ## Phase 6: Advanced Refactoring Techniques -16. **Machine Learning-Enhanced Refactoring** +1. **Machine Learning-Enhanced Refactoring** ```bash # Use ML for intelligent refactoring decisions @@ -197,7 +197,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr - Optimize refactoring strategies using historical data ``` -17. **Cross-Language and Polyglot Refactoring** +2. **Cross-Language and Polyglot Refactoring** ```bash # Refactor across multiple programming languages @@ -207,7 +207,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr - Ensure semantic preservation across language boundaries ``` -18. **Architecture-Level Refactoring** +3. **Architecture-Level Refactoring** ```bash # Perform large-scale architectural refactoring @@ -219,7 +219,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr ## Phase 7: Automated Refactoring and Validation -19. **Automated Refactoring Execution** +1. **Automated Refactoring Execution** ```bash # Execute refactoring operations automatically @@ -229,7 +229,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr - Generate comprehensive change documentation ``` -20. **Refactoring Validation and Testing** +2. **Refactoring Validation and Testing** ```bash # Validate refactoring correctness and safety @@ -239,7 +239,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr - Generate refactoring quality and impact reports ``` -21. **Continuous Refactoring Integration** +3. **Continuous Refactoring Integration** ```bash # Integrate refactoring into development workflows @@ -251,7 +251,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr ## Safety and Validation -22. **Semantic Correctness Verification** +1. **Semantic Correctness Verification** ```bash # Verify semantic correctness of refactoring @@ -261,7 +261,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr - Validate behavioral equivalence and contracts ``` -23. **Refactoring Safety and Risk Management** +2. **Refactoring Safety and Risk Management** ```bash # Manage refactoring risks and ensure safety @@ -273,7 +273,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr ## Educational Components -24. **Refactoring Best Practices Education** +1. **Refactoring Best Practices Education** ```bash # Teach refactoring concepts and best practices @@ -283,7 +283,7 @@ You will implement sophisticated semantic-aware refactoring capabilities that tr - Provide refactoring safety and quality guidelines ``` -25. **Advanced Refactoring Techniques** +2. **Advanced Refactoring Techniques** ```bash # Demonstrate advanced refactoring techniques diff --git a/.claude/commands/10-ai-native-development/semantic-understand.md b/.claude/commands/10-ai-native-development/semantic-understand.md index 25f7a4c..56a79bf 100644 --- a/.claude/commands/10-ai-native-development/semantic-understand.md +++ b/.claude/commands/10-ai-native-development/semantic-understand.md @@ -59,7 +59,7 @@ You will implement sophisticated semantic understanding capabilities that analyz ## Phase 2: Behavioral Analysis -4. **Execution Flow Analysis** +1. **Execution Flow Analysis** ```bash # Analyze code execution behavior @@ -69,7 +69,7 @@ You will implement sophisticated semantic understanding capabilities that analyz - Identify side effects and state mutations ``` -5. **Data Flow Analysis** +2. **Data Flow Analysis** ```bash # Analyze data flow and transformations @@ -79,7 +79,7 @@ You will implement sophisticated semantic understanding capabilities that analyz - Map data validation and sanitization patterns ``` -6. **Performance Behavior Analysis** +3. **Performance Behavior Analysis** ```bash # Analyze performance characteristics @@ -91,7 +91,7 @@ You will implement sophisticated semantic understanding capabilities that analyz ## Phase 3: Relationship and Dependency Analysis -7. **Inter-Component Relationships** +1. **Inter-Component Relationships** ```bash # Analyze relationships between code components @@ -101,7 +101,7 @@ You will implement sophisticated semantic understanding capabilities that analyz - Detect circular dependencies and design issues ``` -8. **Cross-Cutting Concerns Analysis** +2. **Cross-Cutting Concerns Analysis** ```bash # Analyze cross-cutting concerns and aspects @@ -111,7 +111,7 @@ You will implement sophisticated semantic understanding capabilities that analyz - Identify shared utilities and common patterns ``` -9. **API and Interface Analysis** +3. **API and Interface Analysis** ```bash # Analyze APIs and interfaces @@ -123,7 +123,7 @@ You will implement sophisticated semantic understanding capabilities that analyz ## Phase 4: Intent and Purpose Analysis -10. **Business Logic Understanding** +1. **Business Logic Understanding** ```bash # Understand business logic and domain concepts @@ -133,7 +133,7 @@ You will implement sophisticated semantic understanding capabilities that analyz - Understand regulatory and compliance requirements ``` -11. **Functional Intent Analysis** +2. **Functional Intent Analysis** ```bash # Analyze functional intent and purpose @@ -143,7 +143,7 @@ You will implement sophisticated semantic understanding capabilities that analyz - Map functional requirements to implementation ``` -12. **Quality Attribute Analysis** +3. **Quality Attribute Analysis** ```bash # Analyze quality attributes and non-functional requirements @@ -155,7 +155,7 @@ You will implement sophisticated semantic understanding capabilities that analyz ## Phase 5: Pattern and Anti-Pattern Detection -13. **Design Pattern Recognition** +1. **Design Pattern Recognition** ```bash # Identify design patterns and best practices @@ -165,7 +165,7 @@ You will implement sophisticated semantic understanding capabilities that analyz - Analyze pattern effectiveness and appropriateness ``` -14. **Anti-Pattern and Code Smell Detection** +2. **Anti-Pattern and Code Smell Detection** ```bash # Detect anti-patterns and problematic code @@ -175,7 +175,7 @@ You will implement sophisticated semantic understanding capabilities that analyz - Map refactoring opportunities and priorities ``` -15. **Best Practice Analysis** +3. **Best Practice Analysis** ```bash # Analyze adherence to best practices @@ -187,7 +187,7 @@ You will implement sophisticated semantic understanding capabilities that analyz ## Phase 6: Advanced Semantic Analysis -16. **Machine Learning-Enhanced Analysis** +1. **Machine Learning-Enhanced Analysis** ```bash # Use ML for enhanced semantic understanding @@ -197,7 +197,7 @@ You will implement sophisticated semantic understanding capabilities that analyz - Apply clustering for code organization analysis ``` -17. **Cross-Language Analysis** +2. **Cross-Language Analysis** ```bash # Analyze multi-language codebases @@ -207,7 +207,7 @@ You will implement sophisticated semantic understanding capabilities that analyz - Map polyglot architecture patterns ``` -18. **Evolution and Change Analysis** +3. **Evolution and Change Analysis** ```bash # Analyze code evolution and change patterns @@ -219,7 +219,7 @@ You will implement sophisticated semantic understanding capabilities that analyz ## Phase 7: Knowledge Extraction and Representation -19. **Knowledge Graph Construction** +1. **Knowledge Graph Construction** ```bash # Build knowledge graphs from code analysis @@ -229,7 +229,7 @@ You will implement sophisticated semantic understanding capabilities that analyz - Implement graph querying and traversal capabilities ``` -20. **Documentation Generation** +2. **Documentation Generation** ```bash # Generate semantic documentation @@ -239,7 +239,7 @@ You will implement sophisticated semantic understanding capabilities that analyz - Create visual representations of semantic relationships ``` -21. **Insight and Recommendation Generation** +3. **Insight and Recommendation Generation** ```bash # Generate insights and recommendations @@ -251,7 +251,7 @@ You will implement sophisticated semantic understanding capabilities that analyz ## Safety and Validation -22. **Analysis Validation and Verification** +1. **Analysis Validation and Verification** ```bash # Validate semantic analysis results @@ -261,7 +261,7 @@ You will implement sophisticated semantic understanding capabilities that analyz - Validate insights against domain expertise ``` -23. **Privacy and Security Considerations** +2. **Privacy and Security Considerations** ```bash # Ensure analysis privacy and security @@ -273,7 +273,7 @@ You will implement sophisticated semantic understanding capabilities that analyz ## Educational Components -24. **Semantic Analysis Learning** +1. **Semantic Analysis Learning** ```bash # Teach semantic analysis concepts @@ -283,7 +283,7 @@ You will implement sophisticated semantic understanding capabilities that analyz - Provide code comprehension best practices ``` -25. **Advanced Analysis Techniques** +2. **Advanced Analysis Techniques** ```bash # Demonstrate advanced techniques diff --git a/.claude/commands/10-ai-native-development/test-intelligent.md b/.claude/commands/10-ai-native-development/test-intelligent.md index 7f88efc..92c8ca6 100644 --- a/.claude/commands/10-ai-native-development/test-intelligent.md +++ b/.claude/commands/10-ai-native-development/test-intelligent.md @@ -59,7 +59,7 @@ You will implement sophisticated intelligent testing capabilities that automatic ## Phase 2: Automated Test Generation -4. **AI-Powered Unit Test Generation** +1. **AI-Powered Unit Test Generation** ```bash # Generate comprehensive unit tests using AI @@ -69,7 +69,7 @@ You will implement sophisticated intelligent testing capabilities that automatic - Generate property-based and fuzz tests ``` -5. **Integration Test Generation** +2. **Integration Test Generation** ```bash # Generate integration tests for system components @@ -79,7 +79,7 @@ You will implement sophisticated intelligent testing capabilities that automatic - Generate contract and compatibility tests ``` -6. **End-to-End Test Generation** +3. **End-to-End Test Generation** ```bash # Generate comprehensive end-to-end tests @@ -91,7 +91,7 @@ You will implement sophisticated intelligent testing capabilities that automatic ## Phase 3: Advanced Test Generation Techniques -7. **Property-Based Test Generation** +1. **Property-Based Test Generation** ```bash # Generate property-based tests @@ -101,7 +101,7 @@ You will implement sophisticated intelligent testing capabilities that automatic - Implement shrinking and minimization strategies ``` -8. **Mutation Testing and Analysis** +2. **Mutation Testing and Analysis** ```bash # Implement intelligent mutation testing @@ -111,7 +111,7 @@ You will implement sophisticated intelligent testing capabilities that automatic - Generate additional tests to kill surviving mutants ``` -9. **Combinatorial Test Generation** +3. **Combinatorial Test Generation** ```bash # Generate combinatorial and pairwise tests @@ -123,7 +123,7 @@ You will implement sophisticated intelligent testing capabilities that automatic ## Phase 4: Intelligent Test Optimization -10. **Test Suite Optimization** +1. **Test Suite Optimization** ```bash # Optimize test suites for efficiency and effectiveness @@ -133,7 +133,7 @@ You will implement sophisticated intelligent testing capabilities that automatic - Balance test execution time and thoroughness ``` -11. **Flaky Test Detection and Resolution** +2. **Flaky Test Detection and Resolution** ```bash # Detect and resolve flaky and unreliable tests @@ -143,7 +143,7 @@ You will implement sophisticated intelligent testing capabilities that automatic - Implement retry strategies and stabilization techniques ``` -12. **Test Data Generation and Management** +3. **Test Data Generation and Management** ```bash # Generate and manage intelligent test data @@ -155,7 +155,7 @@ You will implement sophisticated intelligent testing capabilities that automatic ## Phase 5: Specialized Testing Capabilities -13. **Performance Test Generation** +1. **Performance Test Generation** ```bash # Generate comprehensive performance tests @@ -165,7 +165,7 @@ You will implement sophisticated intelligent testing capabilities that automatic - Generate capacity and endurance tests ``` -14. **Security Test Generation** +2. **Security Test Generation** ```bash # Generate security-focused tests @@ -175,7 +175,7 @@ You will implement sophisticated intelligent testing capabilities that automatic - Create privacy and data protection tests ``` -15. **Accessibility and Usability Test Generation** +3. **Accessibility and Usability Test Generation** ```bash # Generate accessibility and usability tests @@ -187,7 +187,7 @@ You will implement sophisticated intelligent testing capabilities that automatic ## Phase 6: AI-Enhanced Testing Features -16. **Machine Learning-Based Test Generation** +1. **Machine Learning-Based Test Generation** ```bash # Use ML for advanced test generation @@ -197,7 +197,7 @@ You will implement sophisticated intelligent testing capabilities that automatic - Use natural language processing for requirement-based testing ``` -17. **Intelligent Test Maintenance** +2. **Intelligent Test Maintenance** ```bash # Implement intelligent test maintenance @@ -207,7 +207,7 @@ You will implement sophisticated intelligent testing capabilities that automatic - Generate test documentation and explanations ``` -18. **Predictive Test Analytics** +3. **Predictive Test Analytics** ```bash # Implement predictive test analytics @@ -219,7 +219,7 @@ You will implement sophisticated intelligent testing capabilities that automatic ## Phase 7: Test Framework Integration -19. **Multi-Framework Test Generation** +1. **Multi-Framework Test Generation** ```bash # Generate tests for multiple testing frameworks @@ -229,7 +229,7 @@ You will implement sophisticated intelligent testing capabilities that automatic - Implement framework migration and conversion tools ``` -20. **CI/CD Integration and Automation** +2. **CI/CD Integration and Automation** ```bash # Integrate with CI/CD pipelines @@ -239,7 +239,7 @@ You will implement sophisticated intelligent testing capabilities that automatic - Generate deployment and release testing strategies ``` -21. **Test Environment and Infrastructure** +3. **Test Environment and Infrastructure** ```bash # Generate test environment and infrastructure code @@ -251,7 +251,7 @@ You will implement sophisticated intelligent testing capabilities that automatic ## Safety and Validation -22. **Test Quality Assurance** +1. **Test Quality Assurance** ```bash # Ensure generated test quality and effectiveness @@ -261,7 +261,7 @@ You will implement sophisticated intelligent testing capabilities that automatic - Ensure test maintainability and readability ``` -23. **Test Security and Privacy** +2. **Test Security and Privacy** ```bash # Ensure test security and privacy compliance @@ -273,7 +273,7 @@ You will implement sophisticated intelligent testing capabilities that automatic ## Educational Components -24. **Testing Best Practices Education** +1. **Testing Best Practices Education** ```bash # Teach testing concepts and best practices @@ -283,7 +283,7 @@ You will implement sophisticated intelligent testing capabilities that automatic - Provide testing framework and tool guidance ``` -25. **Advanced Testing Techniques** +2. **Advanced Testing Techniques** ```bash # Demonstrate advanced testing techniques diff --git a/.claude/commands/11-enterprise-scale/analytics-advanced.md b/.claude/commands/11-enterprise-scale/analytics-advanced.md index 3c856af..d2d6d02 100644 --- a/.claude/commands/11-enterprise-scale/analytics-advanced.md +++ b/.claude/commands/11-enterprise-scale/analytics-advanced.md @@ -58,7 +58,7 @@ Build analytics dashboards and reporting systems with business insights. ## Phase 2: Operational Analytics and Monitoring -4. **Real-Time Operational Dashboards** +1. **Real-Time Operational Dashboards** ```bash # Create real-time operational monitoring dashboards @@ -68,7 +68,7 @@ Build analytics dashboards and reporting systems with business insights. - Provide drill-down and root cause analysis ``` -5. **Performance Analytics and Optimization** +2. **Performance Analytics and Optimization** ```bash # Analyze performance metrics and optimization opportunities @@ -78,7 +78,7 @@ Build analytics dashboards and reporting systems with business insights. - Track performance trends and patterns ``` -6. **Quality and Compliance Analytics** +3. **Quality and Compliance Analytics** ```bash # Analyze quality metrics and compliance status @@ -90,7 +90,7 @@ Build analytics dashboards and reporting systems with business insights. ## Phase 3: Strategic Analytics and Business Intelligence -7. **Executive Dashboards and Reporting** +1. **Executive Dashboards and Reporting** ```bash # Create executive-level dashboards and reports @@ -100,7 +100,7 @@ Build analytics dashboards and reporting systems with business insights. - Implement mobile and responsive dashboard access ``` -8. **Business Performance Analytics** +2. **Business Performance Analytics** ```bash # Analyze business performance and outcomes @@ -110,7 +110,7 @@ Build analytics dashboards and reporting systems with business insights. - Provide ROI and value realization analytics ``` -9. **Competitive and Market Analytics** +3. **Competitive and Market Analytics** ```bash # Analyze competitive position and market trends @@ -122,7 +122,7 @@ Build analytics dashboards and reporting systems with business insights. ## Phase 4: Predictive and Advanced Analytics -10. **Predictive Analytics and Forecasting** +1. **Predictive Analytics and Forecasting** ```bash # Implement predictive analytics and forecasting @@ -132,7 +132,7 @@ Build analytics dashboards and reporting systems with business insights. - Implement scenario planning and what-if analysis ``` -11. **Machine Learning and AI Analytics** +2. **Machine Learning and AI Analytics** ```bash # Implement ML and AI-powered analytics @@ -142,7 +142,7 @@ Build analytics dashboards and reporting systems with business insights. - Implement anomaly detection and pattern recognition ``` -12. **Prescriptive Analytics and Optimization** +3. **Prescriptive Analytics and Optimization** ```bash # Provide prescriptive analytics and recommendations @@ -154,7 +154,7 @@ Build analytics dashboards and reporting systems with business insights. ## Phase 5: Interactive Analytics and Self-Service -13. **Self-Service Analytics Platform** +1. **Self-Service Analytics Platform** ```bash # Create self-service analytics capabilities @@ -164,7 +164,7 @@ Build analytics dashboards and reporting systems with business insights. - Implement data exploration and discovery tools ``` -14. **Interactive Visualization and Exploration** +2. **Interactive Visualization and Exploration** ```bash # Create interactive visualization and exploration tools @@ -174,7 +174,7 @@ Build analytics dashboards and reporting systems with business insights. - Implement collaborative analytics and sharing ``` -15. **Mobile and Responsive Analytics** +3. **Mobile and Responsive Analytics** ```bash # Provide mobile and responsive analytics access @@ -186,7 +186,7 @@ Build analytics dashboards and reporting systems with business insights. ## Phase 6: Advanced Visualization and Reporting -16. **Advanced Data Visualization** +1. **Advanced Data Visualization** ```bash # Create advanced data visualizations @@ -196,7 +196,7 @@ Build analytics dashboards and reporting systems with business insights. - Use advanced statistical and scientific visualizations ``` -17. **Automated Report Generation** +2. **Automated Report Generation** ```bash # Implement automated report generation @@ -206,7 +206,7 @@ Build analytics dashboards and reporting systems with business insights. - Implement report distribution and delivery ``` -18. **Narrative and Natural Language Analytics** +3. **Narrative and Natural Language Analytics** ```bash # Provide narrative and natural language insights @@ -218,7 +218,7 @@ Build analytics dashboards and reporting systems with business insights. ## Phase 7: Enterprise Integration and Scalability -19. **Enterprise System Integration** +1. **Enterprise System Integration** ```bash # Integrate with enterprise systems and platforms @@ -228,7 +228,7 @@ Build analytics dashboards and reporting systems with business insights. - Implement API and web service integrations ``` -20. **Scalability and Performance Optimization** +2. **Scalability and Performance Optimization** ```bash # Optimize analytics platform scalability and performance @@ -238,7 +238,7 @@ Build analytics dashboards and reporting systems with business insights. - Optimize data storage and retrieval ``` -21. **Security and Governance** +3. **Security and Governance** ```bash # Implement analytics security and governance @@ -250,7 +250,7 @@ Build analytics dashboards and reporting systems with business insights. ## Phase 8: Analytics Operations and Management -22. **Analytics Platform Management** +1. **Analytics Platform Management** ```bash # Manage analytics platform operations @@ -260,7 +260,7 @@ Build analytics dashboards and reporting systems with business insights. - Manage platform updates and maintenance ``` -23. **Analytics Quality Assurance** +2. **Analytics Quality Assurance** ```bash # Ensure analytics quality and accuracy @@ -270,7 +270,7 @@ Build analytics dashboards and reporting systems with business insights. - Manage analytics change control and versioning ``` -24. **User Training and Adoption** +3. **User Training and Adoption** ```bash # Drive analytics adoption and user training @@ -282,7 +282,7 @@ Build analytics dashboards and reporting systems with business insights. ## Safety and Validation -25. **Analytics Validation and Testing** +1. **Analytics Validation and Testing** ```bash # Validate analytics accuracy and reliability @@ -292,7 +292,7 @@ Build analytics dashboards and reporting systems with business insights. - Ensure analytics performance and scalability ``` -26. **Data Privacy and Security** +2. **Data Privacy and Security** ```bash # Ensure analytics data privacy and security @@ -304,7 +304,7 @@ Build analytics dashboards and reporting systems with business insights. ## Educational Components -27. **Analytics Best Practices Education** +1. **Analytics Best Practices Education** ```bash # Teach analytics concepts and best practices @@ -314,7 +314,7 @@ Build analytics dashboards and reporting systems with business insights. - Provide analytics governance and management guidance ``` -28. **Advanced Analytics Techniques** +2. **Advanced Analytics Techniques** ```bash # Demonstrate advanced analytics techniques diff --git a/.claude/commands/11-enterprise-scale/compliance-enterprise.md b/.claude/commands/11-enterprise-scale/compliance-enterprise.md index 80ae28b..64d783c 100644 --- a/.claude/commands/11-enterprise-scale/compliance-enterprise.md +++ b/.claude/commands/11-enterprise-scale/compliance-enterprise.md @@ -58,7 +58,7 @@ Automate compliance processes and auditing for regulatory frameworks. ## Phase 2: Compliance Process Automation -4. **Automated Compliance Monitoring** +1. **Automated Compliance Monitoring** ```bash # Implement automated compliance monitoring @@ -68,7 +68,7 @@ Automate compliance processes and auditing for regulatory frameworks. - Generate compliance alerts and notifications ``` -5. **Control Testing and Validation Automation** +2. **Control Testing and Validation Automation** ```bash # Automate control testing and validation @@ -78,7 +78,7 @@ Automate compliance processes and auditing for regulatory frameworks. - Track control remediation and improvements ``` -6. **Evidence Collection and Management** +3. **Evidence Collection and Management** ```bash # Automate evidence collection and management @@ -90,7 +90,7 @@ Automate compliance processes and auditing for regulatory frameworks. ## Phase 3: Regulatory Framework Implementation -7. **SOC 2 Compliance Automation** +1. **SOC 2 Compliance Automation** ```bash # Implement SOC 2 compliance automation @@ -100,7 +100,7 @@ Automate compliance processes and auditing for regulatory frameworks. - Manage SOC 2 audit preparation and execution ``` -8. **GDPR Privacy Compliance** +2. **GDPR Privacy Compliance** ```bash # Implement GDPR privacy compliance automation @@ -110,7 +110,7 @@ Automate compliance processes and auditing for regulatory frameworks. - Monitor data processing and transfer compliance ``` -9. **HIPAA Healthcare Compliance** +3. **HIPAA Healthcare Compliance** ```bash # Implement HIPAA compliance automation @@ -122,7 +122,7 @@ Automate compliance processes and auditing for regulatory frameworks. ## Phase 4: Financial and Industry Compliance -10. **SOX Financial Controls Automation** +1. **SOX Financial Controls Automation** ```bash # Implement SOX compliance automation @@ -132,7 +132,7 @@ Automate compliance processes and auditing for regulatory frameworks. - Generate SOX compliance reports and certifications ``` -11. **PCI DSS Payment Security** +2. **PCI DSS Payment Security** ```bash # Implement PCI DSS compliance automation @@ -142,7 +142,7 @@ Automate compliance processes and auditing for regulatory frameworks. - Manage PCI DSS assessment and validation ``` -12. **Industry-Specific Compliance** +3. **Industry-Specific Compliance** ```bash # Implement industry-specific compliance automation @@ -154,7 +154,7 @@ Automate compliance processes and auditing for regulatory frameworks. ## Phase 5: Audit Management and Preparation -13. **Audit Planning and Coordination** +1. **Audit Planning and Coordination** ```bash # Automate audit planning and coordination @@ -164,7 +164,7 @@ Automate compliance processes and auditing for regulatory frameworks. - Facilitate auditor access and communication ``` -14. **Audit Evidence and Documentation** +2. **Audit Evidence and Documentation** ```bash # Manage audit evidence and documentation @@ -174,7 +174,7 @@ Automate compliance processes and auditing for regulatory frameworks. - Track audit remediation and follow-up ``` -15. **Continuous Audit and Monitoring** +3. **Continuous Audit and Monitoring** ```bash # Implement continuous audit capabilities @@ -186,7 +186,7 @@ Automate compliance processes and auditing for regulatory frameworks. ## Phase 6: Risk Management and Assessment -16. **Compliance Risk Assessment** +1. **Compliance Risk Assessment** ```bash # Implement automated compliance risk assessment @@ -196,7 +196,7 @@ Automate compliance processes and auditing for regulatory frameworks. - Generate risk reports and dashboards ``` -17. **Third-Party Risk Management** +2. **Third-Party Risk Management** ```bash # Manage third-party compliance risks @@ -206,7 +206,7 @@ Automate compliance processes and auditing for regulatory frameworks. - Manage third-party audit and assessment ``` -18. **Incident and Breach Management** +3. **Incident and Breach Management** ```bash # Manage compliance incidents and breaches @@ -218,7 +218,7 @@ Automate compliance processes and auditing for regulatory frameworks. ## Phase 7: Advanced Compliance Features -19. **AI-Enhanced Compliance** +1. **AI-Enhanced Compliance** ```bash # Use AI for intelligent compliance management @@ -228,7 +228,7 @@ Automate compliance processes and auditing for regulatory frameworks. - Generate intelligent compliance recommendations ``` -20. **Regulatory Change Management** +2. **Regulatory Change Management** ```bash # Manage regulatory changes and updates @@ -238,7 +238,7 @@ Automate compliance processes and auditing for regulatory frameworks. - Update compliance programs and controls ``` -21. **Cross-Border and Multi-Jurisdictional Compliance** +3. **Cross-Border and Multi-Jurisdictional Compliance** ```bash # Manage multi-jurisdictional compliance @@ -250,7 +250,7 @@ Automate compliance processes and auditing for regulatory frameworks. ## Phase 8: Compliance Reporting and Communication -22. **Executive and Board Reporting** +1. **Executive and Board Reporting** ```bash # Provide executive compliance reporting @@ -260,7 +260,7 @@ Automate compliance processes and auditing for regulatory frameworks. - Facilitate compliance governance meetings ``` -23. **Regulatory Reporting and Submissions** +2. **Regulatory Reporting and Submissions** ```bash # Automate regulatory reporting and submissions @@ -270,7 +270,7 @@ Automate compliance processes and auditing for regulatory frameworks. - Track regulatory deadlines and requirements ``` -24. **Stakeholder Communication** +3. **Stakeholder Communication** ```bash # Communicate compliance status to stakeholders @@ -282,7 +282,7 @@ Automate compliance processes and auditing for regulatory frameworks. ## Safety and Validation -25. **Compliance Validation and Testing** +1. **Compliance Validation and Testing** ```bash # Validate compliance implementation and effectiveness @@ -292,7 +292,7 @@ Automate compliance processes and auditing for regulatory frameworks. - Verify regulatory requirement coverage ``` -26. **Compliance Quality Assurance** +2. **Compliance Quality Assurance** ```bash # Ensure compliance program quality and effectiveness @@ -304,7 +304,7 @@ Automate compliance processes and auditing for regulatory frameworks. ## Educational Components -27. **Compliance Best Practices Education** +1. **Compliance Best Practices Education** ```bash # Teach compliance concepts and best practices @@ -314,7 +314,7 @@ Automate compliance processes and auditing for regulatory frameworks. - Provide compliance governance and risk management guidance ``` -28. **Advanced Compliance Techniques** +2. **Advanced Compliance Techniques** ```bash # Demonstrate advanced compliance techniques diff --git a/.claude/commands/11-enterprise-scale/governance.md b/.claude/commands/11-enterprise-scale/governance.md index 653256a..afe35d3 100644 --- a/.claude/commands/11-enterprise-scale/governance.md +++ b/.claude/commands/11-enterprise-scale/governance.md @@ -59,7 +59,7 @@ You will implement comprehensive enterprise governance capabilities that manage ## Phase 2: Policy Management and Enforcement -4. **Policy Creation and Management** +1. **Policy Creation and Management** ```bash # Create and manage organizational policies @@ -69,7 +69,7 @@ You will implement comprehensive enterprise governance capabilities that manage - Manage policy exceptions and waivers ``` -5. **Automated Policy Enforcement** +2. **Automated Policy Enforcement** ```bash # Implement automated policy enforcement @@ -79,7 +79,7 @@ You will implement comprehensive enterprise governance capabilities that manage - Generate policy violation alerts and notifications ``` -6. **Policy Compliance Monitoring** +3. **Policy Compliance Monitoring** ```bash # Monitor policy compliance across organization @@ -91,7 +91,7 @@ You will implement comprehensive enterprise governance capabilities that manage ## Phase 3: Risk Management and Assessment -7. **Risk Assessment and Analysis** +1. **Risk Assessment and Analysis** ```bash # Conduct comprehensive risk assessments @@ -101,7 +101,7 @@ You will implement comprehensive enterprise governance capabilities that manage - Implement risk monitoring and tracking ``` -8. **Risk Mitigation and Control** +2. **Risk Mitigation and Control** ```bash # Implement risk mitigation strategies @@ -111,7 +111,7 @@ You will implement comprehensive enterprise governance capabilities that manage - Manage risk treatment and remediation ``` -9. **Business Continuity and Disaster Recovery** +3. **Business Continuity and Disaster Recovery** ```bash # Implement business continuity governance @@ -123,7 +123,7 @@ You will implement comprehensive enterprise governance capabilities that manage ## Phase 4: Compliance and Regulatory Management -10. **Regulatory Compliance Management** +1. **Regulatory Compliance Management** ```bash # Manage regulatory compliance requirements @@ -133,7 +133,7 @@ You will implement comprehensive enterprise governance capabilities that manage - Coordinate regulatory audits and examinations ``` -11. **Audit Management and Coordination** +2. **Audit Management and Coordination** ```bash # Manage audit processes and coordination @@ -143,7 +143,7 @@ You will implement comprehensive enterprise governance capabilities that manage - Maintain audit documentation and evidence ``` -12. **Evidence Collection and Management** +3. **Evidence Collection and Management** ```bash # Collect and manage compliance evidence @@ -155,7 +155,7 @@ You will implement comprehensive enterprise governance capabilities that manage ## Phase 5: Organizational Oversight and Control -13. **Executive Oversight and Reporting** +1. **Executive Oversight and Reporting** ```bash # Provide executive oversight and governance reporting @@ -165,7 +165,7 @@ You will implement comprehensive enterprise governance capabilities that manage - Facilitate governance committee meetings and decisions ``` -14. **Organizational Control Implementation** +2. **Organizational Control Implementation** ```bash # Implement organizational controls and oversight @@ -175,7 +175,7 @@ You will implement comprehensive enterprise governance capabilities that manage - Manage control testing and validation ``` -15. **Performance Management and Accountability** +3. **Performance Management and Accountability** ```bash # Implement performance management and accountability @@ -187,7 +187,7 @@ You will implement comprehensive enterprise governance capabilities that manage ## Phase 6: Technology Governance and Digital Risk -16. **IT Governance and Oversight** +1. **IT Governance and Oversight** ```bash # Implement IT governance and digital oversight @@ -197,7 +197,7 @@ You will implement comprehensive enterprise governance capabilities that manage - Oversee digital transformation and innovation ``` -17. **Data Governance and Privacy** +2. **Data Governance and Privacy** ```bash # Implement comprehensive data governance @@ -207,7 +207,7 @@ You will implement comprehensive enterprise governance capabilities that manage - Oversee data sharing and third-party access ``` -18. **Cybersecurity Governance** +3. **Cybersecurity Governance** ```bash # Implement cybersecurity governance framework @@ -219,7 +219,7 @@ You will implement comprehensive enterprise governance capabilities that manage ## Phase 7: Advanced Governance Features -19. **AI-Enhanced Governance** +1. **AI-Enhanced Governance** ```bash # Use AI for intelligent governance and oversight @@ -229,7 +229,7 @@ You will implement comprehensive enterprise governance capabilities that manage - Implement intelligent governance recommendations ``` -20. **Continuous Governance and Monitoring** +2. **Continuous Governance and Monitoring** ```bash # Implement continuous governance monitoring @@ -239,7 +239,7 @@ You will implement comprehensive enterprise governance capabilities that manage - Automated governance reporting and communication ``` -21. **Third-Party and Vendor Governance** +3. **Third-Party and Vendor Governance** ```bash # Govern third-party relationships and vendors @@ -251,7 +251,7 @@ You will implement comprehensive enterprise governance capabilities that manage ## Phase 8: Governance Integration and Ecosystem -22. **Enterprise System Integration** +1. **Enterprise System Integration** ```bash # Integrate governance with enterprise systems @@ -261,7 +261,7 @@ You will implement comprehensive enterprise governance capabilities that manage - Connect with business intelligence and analytics ``` -23. **Stakeholder Engagement and Communication** +2. **Stakeholder Engagement and Communication** ```bash # Engage stakeholders in governance processes @@ -273,7 +273,7 @@ You will implement comprehensive enterprise governance capabilities that manage ## Safety and Validation -24. **Governance Validation and Assurance** +1. **Governance Validation and Assurance** ```bash # Validate governance effectiveness and implementation @@ -283,7 +283,7 @@ You will implement comprehensive enterprise governance capabilities that manage - Ensure governance process integrity and reliability ``` -25. **Governance Risk Management** +2. **Governance Risk Management** ```bash # Manage governance-related risks @@ -295,7 +295,7 @@ You will implement comprehensive enterprise governance capabilities that manage ## Educational Components -26. **Governance Best Practices Education** +1. **Governance Best Practices Education** ```bash # Teach governance concepts and best practices @@ -305,7 +305,7 @@ You will implement comprehensive enterprise governance capabilities that manage - Provide governance leadership and oversight guidance ``` -27. **Advanced Governance Techniques** +2. **Advanced Governance Techniques** ```bash # Demonstrate advanced governance techniques diff --git a/.claude/commands/11-enterprise-scale/knowledge-org.md b/.claude/commands/11-enterprise-scale/knowledge-org.md index ea33028..9b678b2 100644 --- a/.claude/commands/11-enterprise-scale/knowledge-org.md +++ b/.claude/commands/11-enterprise-scale/knowledge-org.md @@ -59,7 +59,7 @@ You will implement sophisticated organizational knowledge management capabilitie ## Phase 2: Knowledge Capture and Creation -4. **Explicit Knowledge Capture** +1. **Explicit Knowledge Capture** ```bash # Capture and document explicit knowledge @@ -69,7 +69,7 @@ You will implement sophisticated organizational knowledge management capabilitie - Document processes, procedures, and methodologies ``` -5. **Tacit Knowledge Extraction** +2. **Tacit Knowledge Extraction** ```bash # Extract and codify tacit knowledge @@ -79,7 +79,7 @@ You will implement sophisticated organizational knowledge management capabilitie - Create knowledge maps and expertise directories ``` -6. **Collaborative Knowledge Creation** +3. **Collaborative Knowledge Creation** ```bash # Enable collaborative knowledge creation @@ -91,7 +91,7 @@ You will implement sophisticated organizational knowledge management capabilitie ## Phase 3: Knowledge Organization and Structure -7. **Taxonomy and Ontology Development** +1. **Taxonomy and Ontology Development** ```bash # Develop knowledge taxonomy and ontology @@ -101,7 +101,7 @@ You will implement sophisticated organizational knowledge management capabilitie - Enable faceted search and navigation ``` -8. **Content Management and Organization** +2. **Content Management and Organization** ```bash # Organize and manage knowledge content @@ -111,7 +111,7 @@ You will implement sophisticated organizational knowledge management capabilitie - Implement content quality and governance standards ``` -9. **Knowledge Linking and Relationships** +3. **Knowledge Linking and Relationships** ```bash # Create knowledge links and relationships @@ -123,7 +123,7 @@ You will implement sophisticated organizational knowledge management capabilitie ## Phase 4: Knowledge Discovery and Search -10. **Advanced Search and Discovery** +1. **Advanced Search and Discovery** ```bash # Implement advanced knowledge search capabilities @@ -133,7 +133,7 @@ You will implement sophisticated organizational knowledge management capabilitie - Provide personalized search and recommendations ``` -11. **Knowledge Recommendation Systems** +2. **Knowledge Recommendation Systems** ```bash # Implement intelligent knowledge recommendations @@ -143,7 +143,7 @@ You will implement sophisticated organizational knowledge management capabilitie - Implement collaborative filtering and recommendations ``` -12. **Knowledge Analytics and Insights** +3. **Knowledge Analytics and Insights** ```bash # Provide knowledge analytics and insights @@ -155,7 +155,7 @@ You will implement sophisticated organizational knowledge management capabilitie ## Phase 5: Knowledge Sharing and Collaboration -13. **Knowledge Sharing Platforms** +1. **Knowledge Sharing Platforms** ```bash # Create knowledge sharing platforms and communities @@ -165,7 +165,7 @@ You will implement sophisticated organizational knowledge management capabilitie - Facilitate mentoring and knowledge transfer ``` -14. **Social Knowledge Management** +2. **Social Knowledge Management** ```bash # Implement social knowledge management features @@ -175,7 +175,7 @@ You will implement sophisticated organizational knowledge management capabilitie - Enable social learning and collaboration ``` -15. **Knowledge Transfer and Onboarding** +3. **Knowledge Transfer and Onboarding** ```bash # Facilitate knowledge transfer and onboarding @@ -187,7 +187,7 @@ You will implement sophisticated organizational knowledge management capabilitie ## Phase 6: AI-Enhanced Knowledge Management -16. **AI-Powered Knowledge Extraction** +1. **AI-Powered Knowledge Extraction** ```bash # Use AI for intelligent knowledge extraction @@ -197,7 +197,7 @@ You will implement sophisticated organizational knowledge management capabilitie - Implement natural language processing for content analysis ``` -17. **Intelligent Knowledge Curation** +2. **Intelligent Knowledge Curation** ```bash # Implement AI-powered knowledge curation @@ -207,7 +207,7 @@ You will implement sophisticated organizational knowledge management capabilitie - Implement quality scoring and ranking ``` -18. **Conversational Knowledge Interfaces** +3. **Conversational Knowledge Interfaces** ```bash # Create conversational knowledge interfaces @@ -219,7 +219,7 @@ You will implement sophisticated organizational knowledge management capabilitie ## Phase 7: Knowledge Governance and Quality -19. **Knowledge Quality Management** +1. **Knowledge Quality Management** ```bash # Ensure knowledge quality and accuracy @@ -229,7 +229,7 @@ You will implement sophisticated organizational knowledge management capabilitie - Monitor knowledge freshness and relevance ``` -20. **Knowledge Governance Framework** +2. **Knowledge Governance Framework** ```bash # Implement knowledge governance and oversight @@ -239,7 +239,7 @@ You will implement sophisticated organizational knowledge management capabilitie - Ensure compliance with regulatory requirements ``` -21. **Knowledge Security and Access Control** +3. **Knowledge Security and Access Control** ```bash # Implement knowledge security and access control @@ -251,7 +251,7 @@ You will implement sophisticated organizational knowledge management capabilitie ## Phase 8: Knowledge Analytics and Measurement -22. **Knowledge Metrics and KPIs** +1. **Knowledge Metrics and KPIs** ```bash # Define and track knowledge management metrics @@ -261,7 +261,7 @@ You will implement sophisticated organizational knowledge management capabilitie - Monitor knowledge sharing and collaboration ``` -23. **Knowledge Impact Assessment** +2. **Knowledge Impact Assessment** ```bash # Assess knowledge management impact and value @@ -271,7 +271,7 @@ You will implement sophisticated organizational knowledge management capabilitie - Evaluate knowledge management ROI and benefits ``` -24. **Continuous Knowledge Improvement** +3. **Continuous Knowledge Improvement** ```bash # Implement continuous knowledge improvement @@ -283,7 +283,7 @@ You will implement sophisticated organizational knowledge management capabilitie ## Safety and Validation -25. **Knowledge Validation and Verification** +1. **Knowledge Validation and Verification** ```bash # Validate knowledge accuracy and reliability @@ -293,7 +293,7 @@ You will implement sophisticated organizational knowledge management capabilitie - Implement knowledge correction and update mechanisms ``` -26. **Knowledge Privacy and Compliance** +2. **Knowledge Privacy and Compliance** ```bash # Ensure knowledge privacy and regulatory compliance @@ -305,7 +305,7 @@ You will implement sophisticated organizational knowledge management capabilitie ## Educational Components -27. **Knowledge Management Best Practices** +1. **Knowledge Management Best Practices** ```bash # Teach knowledge management concepts and best practices @@ -315,7 +315,7 @@ You will implement sophisticated organizational knowledge management capabilitie - Provide knowledge governance and quality management guidance ``` -28. **Advanced Knowledge Management Techniques** +2. **Advanced Knowledge Management Techniques** ```bash # Demonstrate advanced knowledge management techniques diff --git a/.claude/commands/11-enterprise-scale/multi-repo.md b/.claude/commands/11-enterprise-scale/multi-repo.md index 9c0b31e..3cddc61 100644 --- a/.claude/commands/11-enterprise-scale/multi-repo.md +++ b/.claude/commands/11-enterprise-scale/multi-repo.md @@ -59,7 +59,7 @@ You will implement sophisticated multi-repository coordination and management ca ## Phase 2: Cross-Repository Coordination -4. **Change Coordination and Synchronization** +1. **Change Coordination and Synchronization** ```bash # Coordinate changes across multiple repositories @@ -69,7 +69,7 @@ You will implement sophisticated multi-repository coordination and management ca - Synchronize releases and deployment schedules ``` -5. **Dependency Management** +2. **Dependency Management** ```bash # Manage dependencies across repositories @@ -79,7 +79,7 @@ You will implement sophisticated multi-repository coordination and management ca - Automate dependency update workflows ``` -6. **Branch and Merge Strategy Coordination** +3. **Branch and Merge Strategy Coordination** ```bash # Coordinate branching and merging strategies @@ -91,7 +91,7 @@ You will implement sophisticated multi-repository coordination and management ca ## Phase 3: Repository Governance and Standards -7. **Repository Standards and Policies** +1. **Repository Standards and Policies** ```bash # Implement repository governance standards @@ -101,7 +101,7 @@ You will implement sophisticated multi-repository coordination and management ca - Define security and compliance requirements ``` -8. **Access Control and Permissions** +2. **Access Control and Permissions** ```bash # Manage access control across repositories @@ -111,7 +111,7 @@ You will implement sophisticated multi-repository coordination and management ca - Implement principle of least privilege ``` -9. **Compliance and Audit Management** +3. **Compliance and Audit Management** ```bash # Ensure compliance across repository landscape @@ -123,7 +123,7 @@ You will implement sophisticated multi-repository coordination and management ca ## Phase 4: Repository Migration and Transformation -10. **Repository Migration Planning** +1. **Repository Migration Planning** ```bash # Plan and execute repository migrations @@ -133,7 +133,7 @@ You will implement sophisticated multi-repository coordination and management ca - Coordinate team transitions and training ``` -11. **Monorepo Migration and Management** +2. **Monorepo Migration and Management** ```bash # Migrate to and manage monorepo structures @@ -143,7 +143,7 @@ You will implement sophisticated multi-repository coordination and management ca - Optimize build performance and scalability ``` -12. **Polyrepo to Monorepo Transformation** +3. **Polyrepo to Monorepo Transformation** ```bash # Transform polyrepo to monorepo architecture @@ -155,7 +155,7 @@ You will implement sophisticated multi-repository coordination and management ca ## Phase 5: Automation and Tooling -13. **Cross-Repository Automation** +1. **Cross-Repository Automation** ```bash # Implement automation across repositories @@ -165,7 +165,7 @@ You will implement sophisticated multi-repository coordination and management ca - Implement policy enforcement and compliance checking ``` -14. **Repository Analytics and Insights** +2. **Repository Analytics and Insights** ```bash # Provide analytics and insights across repositories @@ -175,7 +175,7 @@ You will implement sophisticated multi-repository coordination and management ca - Generate cross-repository reports and dashboards ``` -15. **Integration and Workflow Optimization** +3. **Integration and Workflow Optimization** ```bash # Optimize workflows across repositories @@ -187,7 +187,7 @@ You will implement sophisticated multi-repository coordination and management ca ## Phase 6: Enterprise-Scale Features -16. **Multi-Team Coordination** +1. **Multi-Team Coordination** ```bash # Coordinate multiple teams across repositories @@ -197,7 +197,7 @@ You will implement sophisticated multi-repository coordination and management ca - Facilitate knowledge sharing and collaboration ``` -17. **Scalability and Performance** +2. **Scalability and Performance** ```bash # Ensure scalability and performance at enterprise scale @@ -207,7 +207,7 @@ You will implement sophisticated multi-repository coordination and management ca - Optimize network and bandwidth usage ``` -18. **Disaster Recovery and Business Continuity** +3. **Disaster Recovery and Business Continuity** ```bash # Implement disaster recovery for repository landscape @@ -219,7 +219,7 @@ You will implement sophisticated multi-repository coordination and management ca ## Phase 7: Advanced Repository Management -19. **Repository Federation and Distribution** +1. **Repository Federation and Distribution** ```bash # Implement federated repository management @@ -229,7 +229,7 @@ You will implement sophisticated multi-repository coordination and management ca - Optimize for global development workflows ``` -20. **AI-Enhanced Repository Management** +2. **AI-Enhanced Repository Management** ```bash # Use AI for intelligent repository management @@ -239,7 +239,7 @@ You will implement sophisticated multi-repository coordination and management ca - Predictive analytics for repository health ``` -21. **Repository Ecosystem Integration** +3. **Repository Ecosystem Integration** ```bash # Integrate with broader development ecosystem @@ -251,7 +251,7 @@ You will implement sophisticated multi-repository coordination and management ca ## Safety and Validation -22. **Repository Safety and Validation** +1. **Repository Safety and Validation** ```bash # Ensure repository safety and data integrity @@ -261,7 +261,7 @@ You will implement sophisticated multi-repository coordination and management ca - Validate backup and recovery procedures ``` -23. **Change Impact Analysis** +2. **Change Impact Analysis** ```bash # Analyze impact of repository changes @@ -273,7 +273,7 @@ You will implement sophisticated multi-repository coordination and management ca ## Educational Components -24. **Repository Management Best Practices** +1. **Repository Management Best Practices** ```bash # Teach repository management concepts and best practices @@ -283,7 +283,7 @@ You will implement sophisticated multi-repository coordination and management ca - Provide repository migration and transformation guidance ``` -25. **Advanced Repository Strategies** +2. **Advanced Repository Strategies** ```bash # Demonstrate advanced repository management strategies diff --git a/.claude/commands/11-enterprise-scale/resource-manage.md b/.claude/commands/11-enterprise-scale/resource-manage.md index dd5349a..627d2e8 100644 --- a/.claude/commands/11-enterprise-scale/resource-manage.md +++ b/.claude/commands/11-enterprise-scale/resource-manage.md @@ -59,7 +59,7 @@ You will implement sophisticated enterprise resource management capabilities tha ## Phase 2: Capacity Planning and Forecasting -4. **Capacity Forecasting and Modeling** +1. **Capacity Forecasting and Modeling** ```bash # Implement capacity forecasting and modeling @@ -69,7 +69,7 @@ You will implement sophisticated enterprise resource management capabilities tha - Implement predictive capacity planning and optimization ``` -5. **Demand-Capacity Alignment** +2. **Demand-Capacity Alignment** ```bash # Align resource capacity with demand requirements @@ -79,7 +79,7 @@ You will implement sophisticated enterprise resource management capabilities tha - Optimize capacity allocation and distribution ``` -6. **Strategic Capacity Planning** +3. **Strategic Capacity Planning** ```bash # Implement strategic capacity planning @@ -91,7 +91,7 @@ You will implement sophisticated enterprise resource management capabilities tha ## Phase 3: Human Resource Management and Planning -7. **Workforce Planning and Optimization** +1. **Workforce Planning and Optimization** ```bash # Implement comprehensive workforce planning @@ -101,7 +101,7 @@ You will implement sophisticated enterprise resource management capabilities tha - Optimize workforce allocation and utilization ``` -8. **Talent Management and Development** +2. **Talent Management and Development** ```bash # Manage talent resources and development @@ -111,7 +111,7 @@ You will implement sophisticated enterprise resource management capabilities tha - Optimize talent deployment and career planning ``` -9. **Skills and Competency Management** +3. **Skills and Competency Management** ```bash # Manage organizational skills and competencies @@ -123,7 +123,7 @@ You will implement sophisticated enterprise resource management capabilities tha ## Phase 4: Infrastructure and Technology Resource Management -10. **Infrastructure Capacity Management** +1. **Infrastructure Capacity Management** ```bash # Manage infrastructure capacity and resources @@ -133,7 +133,7 @@ You will implement sophisticated enterprise resource management capabilities tha - Implement infrastructure automation and optimization ``` -11. **Cloud Resource Management** +2. **Cloud Resource Management** ```bash # Manage cloud resources and capacity @@ -143,7 +143,7 @@ You will implement sophisticated enterprise resource management capabilities tha - Manage multi-cloud and hybrid resource portfolios ``` -12. **Technology Asset Management** +3. **Technology Asset Management** ```bash # Manage technology assets and resources @@ -155,7 +155,7 @@ You will implement sophisticated enterprise resource management capabilities tha ## Phase 5: Financial Resource Management -13. **Budget Planning and Allocation** +1. **Budget Planning and Allocation** ```bash # Manage budget planning and resource allocation @@ -165,7 +165,7 @@ You will implement sophisticated enterprise resource management capabilities tha - Optimize budget allocation and resource investments ``` -14. **Cost Management and Optimization** +2. **Cost Management and Optimization** ```bash # Implement cost management and optimization @@ -175,7 +175,7 @@ You will implement sophisticated enterprise resource management capabilities tha - Optimize total cost of ownership (TCO) and ROI ``` -15. **Investment Planning and Portfolio Management** +3. **Investment Planning and Portfolio Management** ```bash # Manage resource investments and portfolios @@ -187,7 +187,7 @@ You will implement sophisticated enterprise resource management capabilities tha ## Phase 6: Advanced Resource Optimization -16. **AI-Enhanced Resource Management** +1. **AI-Enhanced Resource Management** ```bash # Use AI for intelligent resource management @@ -197,7 +197,7 @@ You will implement sophisticated enterprise resource management capabilities tha - Implement intelligent resource recommendation systems ``` -17. **Dynamic Resource Allocation** +2. **Dynamic Resource Allocation** ```bash # Implement dynamic resource allocation @@ -207,7 +207,7 @@ You will implement sophisticated enterprise resource management capabilities tha - Optimize resource utilization through dynamic allocation ``` -18. **Resource Portfolio Optimization** +3. **Resource Portfolio Optimization** ```bash # Optimize resource portfolios and mix @@ -219,7 +219,7 @@ You will implement sophisticated enterprise resource management capabilities tha ## Phase 7: Resource Governance and Control -19. **Resource Governance Framework** +1. **Resource Governance Framework** ```bash # Implement resource governance and oversight @@ -229,7 +229,7 @@ You will implement sophisticated enterprise resource management capabilities tha - Coordinate resource governance across organization ``` -20. **Resource Performance Management** +2. **Resource Performance Management** ```bash # Manage resource performance and accountability @@ -239,7 +239,7 @@ You will implement sophisticated enterprise resource management capabilities tha - Create resource improvement and optimization plans ``` -21. **Resource Risk Management** +3. **Resource Risk Management** ```bash # Manage resource-related risks @@ -251,7 +251,7 @@ You will implement sophisticated enterprise resource management capabilities tha ## Phase 8: Resource Analytics and Reporting -22. **Resource Analytics and Insights** +1. **Resource Analytics and Insights** ```bash # Provide resource analytics and insights @@ -261,7 +261,7 @@ You will implement sophisticated enterprise resource management capabilities tha - Implement resource benchmarking and comparisons ``` -23. **Capacity Planning Analytics** +2. **Capacity Planning Analytics** ```bash # Provide capacity planning analytics @@ -271,7 +271,7 @@ You will implement sophisticated enterprise resource management capabilities tha - Implement capacity planning scenario analysis ``` -24. **Resource ROI and Value Analysis** +3. **Resource ROI and Value Analysis** ```bash # Analyze resource ROI and value creation @@ -283,7 +283,7 @@ You will implement sophisticated enterprise resource management capabilities tha ## Safety and Validation -25. **Resource Management Validation** +1. **Resource Management Validation** ```bash # Validate resource management effectiveness @@ -293,7 +293,7 @@ You will implement sophisticated enterprise resource management capabilities tha - Verify resource governance and compliance ``` -26. **Resource Continuity and Resilience** +2. **Resource Continuity and Resilience** ```bash # Ensure resource continuity and resilience @@ -305,7 +305,7 @@ You will implement sophisticated enterprise resource management capabilities tha ## Educational Components -27. **Resource Management Best Practices** +1. **Resource Management Best Practices** ```bash # Teach resource management concepts and best practices @@ -315,7 +315,7 @@ You will implement sophisticated enterprise resource management capabilities tha - Provide resource governance and performance management guidance ``` -28. **Advanced Resource Management Techniques** +2. **Advanced Resource Management Techniques** ```bash # Demonstrate advanced resource management techniques diff --git a/.claude/commands/11-enterprise-scale/scale-optimize.md b/.claude/commands/11-enterprise-scale/scale-optimize.md index 8ed8b50..71934bb 100644 --- a/.claude/commands/11-enterprise-scale/scale-optimize.md +++ b/.claude/commands/11-enterprise-scale/scale-optimize.md @@ -59,7 +59,7 @@ You will implement sophisticated enterprise-scale performance optimization capab ## Phase 2: System-Level Performance Optimization -4. **Application Performance Optimization** +1. **Application Performance Optimization** ```bash # Optimize application performance and efficiency @@ -69,7 +69,7 @@ You will implement sophisticated enterprise-scale performance optimization capab - Optimize database queries and data access patterns ``` -5. **Database Performance Optimization** +2. **Database Performance Optimization** ```bash # Optimize database performance and scalability @@ -79,7 +79,7 @@ You will implement sophisticated enterprise-scale performance optimization capab - Optimize database connection pooling and resource management ``` -6. **Infrastructure Performance Optimization** +3. **Infrastructure Performance Optimization** ```bash # Optimize infrastructure performance and capacity @@ -91,7 +91,7 @@ You will implement sophisticated enterprise-scale performance optimization capab ## Phase 3: Distributed System Optimization -7. **Microservices Performance Optimization** +1. **Microservices Performance Optimization** ```bash # Optimize microservices architecture and performance @@ -101,7 +101,7 @@ You will implement sophisticated enterprise-scale performance optimization capab - Implement circuit breakers and resilience patterns ``` -8. **Distributed Cache Optimization** +2. **Distributed Cache Optimization** ```bash # Optimize distributed caching strategies @@ -111,7 +111,7 @@ You will implement sophisticated enterprise-scale performance optimization capab - Optimize cache distribution and replication ``` -9. **Message Queue and Event Processing Optimization** +3. **Message Queue and Event Processing Optimization** ```bash # Optimize message processing and event handling @@ -123,7 +123,7 @@ You will implement sophisticated enterprise-scale performance optimization capab ## Phase 4: Cloud and Infrastructure Optimization -10. **Cloud Resource Optimization** +1. **Cloud Resource Optimization** ```bash # Optimize cloud resource utilization and costs @@ -133,7 +133,7 @@ You will implement sophisticated enterprise-scale performance optimization capab - Optimize multi-cloud and hybrid cloud performance ``` -11. **Container and Orchestration Optimization** +2. **Container and Orchestration Optimization** ```bash # Optimize containerized applications and orchestration @@ -143,7 +143,7 @@ You will implement sophisticated enterprise-scale performance optimization capab - Implement container auto-scaling and resource management ``` -12. **CDN and Edge Optimization** +3. **CDN and Edge Optimization** ```bash # Optimize content delivery and edge performance @@ -155,7 +155,7 @@ You will implement sophisticated enterprise-scale performance optimization capab ## Phase 5: Advanced Optimization Techniques -13. **Machine Learning-Based Optimization** +1. **Machine Learning-Based Optimization** ```bash # Use ML for intelligent performance optimization @@ -165,7 +165,7 @@ You will implement sophisticated enterprise-scale performance optimization capab - Use reinforcement learning for optimization decisions ``` -14. **Chaos Engineering and Resilience Optimization** +2. **Chaos Engineering and Resilience Optimization** ```bash # Optimize system resilience and fault tolerance @@ -175,7 +175,7 @@ You will implement sophisticated enterprise-scale performance optimization capab - Optimize disaster recovery and business continuity ``` -15. **Performance Testing and Validation** +3. **Performance Testing and Validation** ```bash # Implement comprehensive performance testing @@ -187,7 +187,7 @@ You will implement sophisticated enterprise-scale performance optimization capab ## Phase 6: Monitoring and Observability Optimization -16. **Enterprise Monitoring and Observability** +1. **Enterprise Monitoring and Observability** ```bash # Implement comprehensive monitoring and observability @@ -197,7 +197,7 @@ You will implement sophisticated enterprise-scale performance optimization capab - Optimize monitoring overhead and resource usage ``` -17. **Performance Analytics and Insights** +2. **Performance Analytics and Insights** ```bash # Provide performance analytics and insights @@ -207,7 +207,7 @@ You will implement sophisticated enterprise-scale performance optimization capab - Implement performance forecasting and capacity planning ``` -18. **Real-Time Performance Optimization** +3. **Real-Time Performance Optimization** ```bash # Implement real-time performance optimization @@ -219,7 +219,7 @@ You will implement sophisticated enterprise-scale performance optimization capab ## Phase 7: Cost and Efficiency Optimization -19. **Cost-Performance Optimization** +1. **Cost-Performance Optimization** ```bash # Optimize cost-performance trade-offs @@ -229,7 +229,7 @@ You will implement sophisticated enterprise-scale performance optimization capab - Implement FinOps practices and cost governance ``` -20. **Energy Efficiency and Sustainability** +2. **Energy Efficiency and Sustainability** ```bash # Optimize energy efficiency and sustainability @@ -239,7 +239,7 @@ You will implement sophisticated enterprise-scale performance optimization capab - Optimize renewable energy usage and sustainability ``` -21. **Operational Efficiency Optimization** +3. **Operational Efficiency Optimization** ```bash # Optimize operational efficiency and automation @@ -251,7 +251,7 @@ You will implement sophisticated enterprise-scale performance optimization capab ## Phase 8: Continuous Optimization and Improvement -22. **Continuous Performance Optimization** +1. **Continuous Performance Optimization** ```bash # Implement continuous optimization processes @@ -261,7 +261,7 @@ You will implement sophisticated enterprise-scale performance optimization capab - Implement performance-driven development practices ``` -23. **Performance Culture and Governance** +2. **Performance Culture and Governance** ```bash # Establish performance culture and governance @@ -273,7 +273,7 @@ You will implement sophisticated enterprise-scale performance optimization capab ## Safety and Validation -24. **Optimization Safety and Validation** +1. **Optimization Safety and Validation** ```bash # Ensure safe and validated optimization implementations @@ -283,7 +283,7 @@ You will implement sophisticated enterprise-scale performance optimization capab - Implement rollback and recovery procedures ``` -25. **Performance Risk Management** +2. **Performance Risk Management** ```bash # Manage performance-related risks @@ -295,7 +295,7 @@ You will implement sophisticated enterprise-scale performance optimization capab ## Educational Components -26. **Performance Optimization Best Practices** +1. **Performance Optimization Best Practices** ```bash # Teach performance optimization concepts and best practices @@ -305,7 +305,7 @@ You will implement sophisticated enterprise-scale performance optimization capab - Provide performance monitoring and analysis guidance ``` -27. **Advanced Optimization Techniques** +2. **Advanced Optimization Techniques** ```bash # Demonstrate advanced optimization techniques diff --git a/.claude/commands/11-enterprise-scale/team-coordinate.md b/.claude/commands/11-enterprise-scale/team-coordinate.md index 533e40e..5ea05b2 100644 --- a/.claude/commands/11-enterprise-scale/team-coordinate.md +++ b/.claude/commands/11-enterprise-scale/team-coordinate.md @@ -59,7 +59,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities ## Phase 2: Communication and Collaboration Systems -4. **Enterprise Communication Platform** +1. **Enterprise Communication Platform** ```bash # Implement comprehensive communication platforms @@ -69,7 +69,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities - Create communication analytics and insights ``` -5. **Asynchronous Collaboration Optimization** +2. **Asynchronous Collaboration Optimization** ```bash # Optimize asynchronous collaboration across time zones @@ -79,7 +79,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities - Implement follow-the-sun development models ``` -6. **Real-Time Coordination and Synchronization** +3. **Real-Time Coordination and Synchronization** ```bash # Implement real-time coordination capabilities @@ -91,7 +91,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities ## Phase 3: Planning and Alignment Coordination -7. **Strategic Planning Coordination** +1. **Strategic Planning Coordination** ```bash # Coordinate strategic planning across teams @@ -101,7 +101,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities - Track strategic alignment and progress ``` -8. **Agile and Scrum Coordination at Scale** +2. **Agile and Scrum Coordination at Scale** ```bash # Coordinate agile practices across multiple teams @@ -111,7 +111,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities - Facilitate Scrum of Scrums and coordination meetings ``` -9. **Resource and Capacity Coordination** +3. **Resource and Capacity Coordination** ```bash # Coordinate resource allocation and capacity planning @@ -123,7 +123,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities ## Phase 4: Execution and Delivery Coordination -10. **Project and Initiative Coordination** +1. **Project and Initiative Coordination** ```bash # Coordinate complex projects and initiatives @@ -133,7 +133,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities - Manage project risks and issue resolution ``` -11. **Release and Deployment Coordination** +2. **Release and Deployment Coordination** ```bash # Coordinate software releases and deployments @@ -143,7 +143,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities - Facilitate release communication and rollback procedures ``` -12. **Incident Response and Crisis Coordination** +3. **Incident Response and Crisis Coordination** ```bash # Coordinate incident response and crisis management @@ -155,7 +155,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities ## Phase 5: Performance and Productivity Optimization -13. **Team Performance Monitoring and Analytics** +1. **Team Performance Monitoring and Analytics** ```bash # Monitor and analyze team performance @@ -165,7 +165,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities - Generate team performance reports and insights ``` -14. **Collaboration Effectiveness Optimization** +2. **Collaboration Effectiveness Optimization** ```bash # Optimize collaboration effectiveness @@ -175,7 +175,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities - Implement collaboration best practices and standards ``` -15. **Knowledge Sharing and Learning Coordination** +3. **Knowledge Sharing and Learning Coordination** ```bash # Coordinate knowledge sharing and learning @@ -187,7 +187,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities ## Phase 6: Cultural and Organizational Coordination -16. **Culture and Values Alignment** +1. **Culture and Values Alignment** ```bash # Coordinate culture and values alignment @@ -197,7 +197,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities - Coordinate diversity, equity, and inclusion initiatives ``` -17. **Change Management and Transformation** +2. **Change Management and Transformation** ```bash # Coordinate organizational change and transformation @@ -207,7 +207,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities - Coordinate training and capability building ``` -18. **Employee Engagement and Satisfaction** +3. **Employee Engagement and Satisfaction** ```bash # Coordinate employee engagement initiatives @@ -219,7 +219,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities ## Phase 7: Technology and Tool Coordination -19. **Collaboration Technology Integration** +1. **Collaboration Technology Integration** ```bash # Integrate and coordinate collaboration technologies @@ -229,7 +229,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities - Optimize tool usage and effectiveness ``` -20. **Workflow and Process Automation** +2. **Workflow and Process Automation** ```bash # Automate coordination workflows and processes @@ -239,7 +239,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities - Implement process optimization and continuous improvement ``` -21. **Data and Analytics Integration** +3. **Data and Analytics Integration** ```bash # Integrate coordination data and analytics @@ -251,7 +251,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities ## Phase 8: Global and Distributed Team Coordination -22. **Global Team Coordination** +1. **Global Team Coordination** ```bash # Coordinate globally distributed teams @@ -261,7 +261,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities - Optimize global collaboration and productivity ``` -23. **Remote and Hybrid Team Coordination** +2. **Remote and Hybrid Team Coordination** ```bash # Coordinate remote and hybrid team environments @@ -271,7 +271,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities - Manage remote team performance and productivity ``` -24. **Vendor and Partner Coordination** +3. **Vendor and Partner Coordination** ```bash # Coordinate with external vendors and partners @@ -283,7 +283,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities ## Safety and Validation -25. **Coordination Quality Assurance** +1. **Coordination Quality Assurance** ```bash # Ensure coordination quality and effectiveness @@ -293,7 +293,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities - Implement coordination improvement and optimization ``` -26. **Communication Security and Privacy** +2. **Communication Security and Privacy** ```bash # Ensure secure and private team coordination @@ -305,7 +305,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities ## Educational Components -27. **Team Coordination Best Practices** +1. **Team Coordination Best Practices** ```bash # Teach team coordination concepts and best practices @@ -315,7 +315,7 @@ You will implement sophisticated enterprise-scale team coordination capabilities - Provide leadership and management guidance for coordination ``` -28. **Advanced Coordination Techniques** +2. **Advanced Coordination Techniques** ```bash # Demonstrate advanced coordination techniques diff --git a/.claude/skills/README.md b/.claude/skills/README.md new file mode 100644 index 0000000..0cf2542 --- /dev/null +++ b/.claude/skills/README.md @@ -0,0 +1,53 @@ +# Skills Directory + +This directory contains skills that extend Claude's capabilities with specialized knowledge, workflows, and tool integrations. + +## What Are Skills? + +Skills are modular, self-contained packages that transform Claude from a general-purpose agent into a specialized assistant. They provide: + +- **Specialized workflows** - Multi-step procedures for specific domains +- **Tool integrations** - Instructions for working with specific file formats or APIs +- **Domain expertise** - Schemas, business logic, and procedural knowledge +- **Bundled resources** - Scripts, references, and assets for complex tasks + +## Skill Structure + +Each skill is a directory containing: + +```text +skill-name/ +├── SKILL.md # Required - main skill file with instructions +├── scripts/ # Optional - executable code (Python/Bash) +├── references/ # Optional - documentation loaded as needed +└── assets/ # Optional - files used in output (templates, icons) +``` + +## Creating Skills + +Use the skill-creator-wizard agent to create new skills: + +```text +"Create a skill for [your use case]" +``` + +The wizard will: +1. Gather requirements and examples +2. Plan skill structure and resources +3. Create the directory and files +4. Generate SKILL.md from SKILL_TEMPLATE.md +5. Validate the result + +## Progressive Disclosure + +Skills use three-tier context management: + +| Tier | Content | When Loaded | Size Limit | +|------|---------|-------------|------------| +| 1 | Metadata (frontmatter) | Always | ~100 words | +| 2 | SKILL.md body | When triggered | <5k words | +| 3 | Bundled resources | As needed | Unlimited | + +## Template + +See `templates/SKILL_TEMPLATE.md` for the full template structure. diff --git a/CLAUDE.md b/CLAUDE.md index 793c65f..e5ea19d 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -197,6 +197,7 @@ Creating new agents uses the wizard workflow: ### Test Structure & Conventions Tests are located in `tests/` and organized by validator component: + - `tests/validators/` - Jest test files for validation modules - Each test file mirrors its corresponding `scripts/validators/` module name - Tests validate markdown parsing, frontmatter extraction, and scoring logic @@ -281,6 +282,7 @@ bun run ci ### Validation fails with "Expected 70 commands, found X" This occurs when commands are added or removed. Fix by: + 1. Counting actual command files: `find .claude/commands -name "*.md" | wc -l` 2. If count doesn't match 70, verify all files are properly placed in phase directories 3. Update phase counts in `.claude-plugin/plugin.json` if adding new commands @@ -289,6 +291,7 @@ This occurs when commands are added or removed. Fix by: ### Jest tests fail on Node 24+ The project pins Node <23.0.0 in `package.json` engines. Use Node 22.x LTS: + ```bash node --version # Should be v22.x.x nvm use 22 # If using nvm @@ -298,6 +301,7 @@ mise use node@22 # If using mise ### Markdown linting errors Run `bun run lint:fix` to automatically fix formatting issues: + ```bash bun run lint:fix ``` @@ -305,6 +309,7 @@ bun run lint:fix ### Plugin marketplace validation fails Check `.claude-plugin/plugin.json` is in sync: + - Each phase count matches actual files in `.claude/commands/NN-phase-name/` - All 10 agents are listed and correspond to actual files in `.claude/agents/` - Version string follows semantic versioning diff --git a/templates/SKILL_TEMPLATE.md b/templates/SKILL_TEMPLATE.md new file mode 100644 index 0000000..dffaae6 --- /dev/null +++ b/templates/SKILL_TEMPLATE.md @@ -0,0 +1,142 @@ +--- +name: {SKILL_NAME} +description: This skill should be used when {PRIMARY_USE_CASE}. It provides {SPECIFIC_CAPABILITIES}. Example contexts: {EXAMPLE_CONTEXT_1} with trigger "{EXAMPLE_USER_REQUEST_1}", {EXAMPLE_CONTEXT_2} with trigger "{EXAMPLE_USER_REQUEST_2}". +license: {SKILL_LICENSE} +--- + + + +# {SKILL_TITLE} + +{SHORT_DESCRIPTION} + +## About This Skill + +This skill provides {SKILL_PURPOSE}. It transforms Claude from a general-purpose agent into a specialized assistant equipped with procedural knowledge for {DOMAIN_SCOPE}. + +### Key Features + +- **{FEATURE_1_NAME}**: {FEATURE_1_DESCRIPTION} +- **{FEATURE_2_NAME}**: {FEATURE_2_DESCRIPTION} +- **{FEATURE_3_NAME}**: {FEATURE_3_DESCRIPTION} + +## Quick Reference + +{QUICK_REFERENCE_CONTENT} + + + +## Workflow + +To {PRIMARY_WORKFLOW_GOAL}: + +### 1. {WORKFLOW_STEP_1_NAME} + +{WORKFLOW_STEP_1_DESCRIPTION} + +### 2. {WORKFLOW_STEP_2_NAME} + +{WORKFLOW_STEP_2_DESCRIPTION} + +### 3. {WORKFLOW_STEP_3_NAME} + +{WORKFLOW_STEP_3_DESCRIPTION} + +### 4. {WORKFLOW_STEP_4_NAME} + +{WORKFLOW_STEP_4_DESCRIPTION} + +## Integration + +{INTEGRATION_DESCRIPTION} + +### Example Usage + +**{EXAMPLE_SCENARIO_1}:** +```{CODE_LANGUAGE_1} +{EXAMPLE_CODE_1} +``` + +**{EXAMPLE_SCENARIO_2}:** +```{CODE_LANGUAGE_2} +{EXAMPLE_CODE_2} +``` + +## Troubleshooting + +| Issue | Solution | +|-------|----------| +| {TROUBLESHOOTING_ISSUE_1} | {TROUBLESHOOTING_SOLUTION_1} | +| {TROUBLESHOOTING_ISSUE_2} | {TROUBLESHOOTING_SOLUTION_2} | +| {TROUBLESHOOTING_ISSUE_3} | {TROUBLESHOOTING_SOLUTION_3} | + +## Bundled Resources + + + +### Scripts + +{SCRIPTS_DESCRIPTION} + +| Script | Purpose | +|--------|---------| +| `scripts/{SCRIPT_1_NAME}` | {SCRIPT_1_PURPOSE} | +| `scripts/{SCRIPT_2_NAME}` | {SCRIPT_2_PURPOSE} | + +### References + +{REFERENCES_DESCRIPTION} + +| Reference | Content | +|-----------|---------| +| `references/{REFERENCE_1_NAME}` | {REFERENCE_1_CONTENT} | +| `references/{REFERENCE_2_NAME}` | {REFERENCE_2_CONTENT} | + +### Assets + +{ASSETS_DESCRIPTION} + +| Asset | Usage | +|-------|-------| +| `assets/{ASSET_1_NAME}` | {ASSET_1_USAGE} | +| `assets/{ASSET_2_NAME}` | {ASSET_2_USAGE} | + +## Best Practices + +- {BEST_PRACTICE_1} +- {BEST_PRACTICE_2} +- {BEST_PRACTICE_3} + +## Related Skills + +- `{RELATED_SKILL_1}` - {RELATED_SKILL_1_RELATIONSHIP} +- `{RELATED_SKILL_2}` - {RELATED_SKILL_2_RELATIONSHIP}