fix: issues

- Replaced local `tasksPath` variable assignments with direct calls to `taskMaster.getTasksPath()` for consistency and clarity across multiple command functions.
- This change enhances maintainability by ensuring a single source of truth for task paths, reducing redundancy in path handling logic.

.changeset/claude-code-json-truncation.md

@@ -0,0 +1,5 @@
+---
+"task-master-ai": patch
+---
+
+Recover from `@anthropic-ai/claude-code` JSON truncation bug that caused Task Master to crash when handling large (>8 kB) structured responses.  The CLI/SDK still truncates, but Task Master now detects the error, preserves buffered text, and returns a usable response instead of throwing. 

.changeset/cuddly-baboons-invent.md

@@ -0,0 +1,5 @@
+---
+"task-master-ai": patch
+---
+
+Updating dependency ai-sdk-provider-gemini-cli to 0.0.4 to address breaking change Google made to Gemini CLI and add better 'api-key' in addition to 'gemini-api-key' AI-SDK compatibility.

.changeset/grok-4-support.md

@@ -0,0 +1,9 @@
+---
+"task-master-ai": minor
+---
+
+Add support for xAI Grok 4 model
+
+- Add grok-4 model to xAI provider with $3/$15 per 1M token pricing
+- Enable main, fallback, and research roles for grok-4
+- Max tokens set to 131,072 (matching other xAI models)

.changeset/quick-laws-cover.md

@@ -0,0 +1,8 @@
+---
+"task-master-ai": minor
+---
+
+Add stricter validation and clearer feedback for task priority when adding new tasks
+
+- if a task priority is invalid, it will default to medium
+- made taks priority case-insensitive, essentially making HIGH and high the same value

.changeset/some-lies-grin.md

@@ -0,0 +1,5 @@
+---
+"task-master-ai": minor
+---
+
+Add support for MCP Sampling as AI provider, requires no API key, uses the client LLM provider

.changeset/spicy-badgers-fail.md

@@ -0,0 +1,5 @@
+---
+"task-master-ai": patch
+---
+
+Unify and streamline profile system architecture for improved maintainability

.changeset/tender-ads-joke.md

@@ -0,0 +1,5 @@
+---
+"task-master-ai": minor
+---
+
+Added Groq provider support

.cursor/mcp.json

@@ -8,6 +8,7 @@
 				"PERPLEXITY_API_KEY": "PERPLEXITY_API_KEY_HERE",
 				"OPENAI_API_KEY": "OPENAI_API_KEY_HERE",
 				"GOOGLE_API_KEY": "GOOGLE_API_KEY_HERE",
+				"GROQ_API_KEY": "GROQ_API_KEY_HERE",
 				"XAI_API_KEY": "XAI_API_KEY_HERE",
 				"OPENROUTER_API_KEY": "OPENROUTER_API_KEY_HERE",
 				"MISTRAL_API_KEY": "MISTRAL_API_KEY_HERE",

.env.example

@@ -4,6 +4,7 @@ PERPLEXITY_API_KEY=YOUR_PERPLEXITY_KEY_HERE
 OPENAI_API_KEY=YOUR_OPENAI_KEY_HERE
 GOOGLE_API_KEY=YOUR_GOOGLE_KEY_HERE
 MISTRAL_API_KEY=YOUR_MISTRAL_KEY_HERE
+GROQ_API_KEY=YOUR_GROQ_KEY_HERE
 OPENROUTER_API_KEY=YOUR_OPENROUTER_KEY_HERE
 XAI_API_KEY=YOUR_XAI_KEY_HERE
 AZURE_OPENAI_API_KEY=YOUR_AZURE_KEY_HERE

.taskmaster/config.json

@@ -1,15 +1,15 @@
 {
 	"models": {
 		"main": {
-			"provider": "vertex",
-			"modelId": "gemini-1.5-pro-002",
-			"maxTokens": 50000,
+			"provider": "groq",
+			"modelId": "llama-3.1-8b-instant",
+			"maxTokens": 131072,
 			"temperature": 0.2
 		},
 		"research": {
-			"provider": "perplexity",
-			"modelId": "sonar",
-			"maxTokens": 8700,
+			"provider": "groq",
+			"modelId": "llama-3.3-70b-versatile",
+			"maxTokens": 32768,
 			"temperature": 0.1
 		},
 		"fallback": {
@@ -22,15 +22,16 @@
 	"global": {
 		"logLevel": "info",
 		"debug": false,
+		"defaultNumTasks": 10,
 		"defaultSubtasks": 5,
 		"defaultPriority": "medium",
 		"projectName": "Taskmaster",
 		"ollamaBaseURL": "http://localhost:11434/api",
 		"bedrockBaseURL": "https://bedrock.us-east-1.amazonaws.com",
+		"responseLanguage": "English",
 		"userId": "1234567890",
 		"azureBaseURL": "https://your-endpoint.azure.com/",
-		"defaultTag": "master",
-		"responseLanguage": "English"
+		"defaultTag": "master"
 	},
 	"claudeCode": {}
 }

assets/claude/TM_COMMANDS_GUIDE.md

@@ -0,0 +1,147 @@
+# Task Master Commands for Claude Code
+
+Complete guide to using Task Master through Claude Code's slash commands.
+
+## Overview
+
+All Task Master functionality is available through the `/project:tm/` namespace with natural language support and intelligent features.
+
+## Quick Start
+
+```bash
+# Install Task Master
+/project:tm/setup/quick-install
+
+# Initialize project
+/project:tm/init/quick
+
+# Parse requirements
+/project:tm/parse-prd requirements.md
+
+# Start working
+/project:tm/next
+```
+
+## Command Structure
+
+Commands are organized hierarchically to match Task Master's CLI:
+- Main commands at `/project:tm/[command]`
+- Subcommands for specific operations `/project:tm/[command]/[subcommand]`
+- Natural language arguments accepted throughout
+
+## Complete Command Reference
+
+### Setup & Configuration
+- `/project:tm/setup/install` - Full installation guide
+- `/project:tm/setup/quick-install` - One-line install
+- `/project:tm/init` - Initialize project
+- `/project:tm/init/quick` - Quick init with -y
+- `/project:tm/models` - View AI config
+- `/project:tm/models/setup` - Configure AI
+
+### Task Generation
+- `/project:tm/parse-prd` - Generate from PRD
+- `/project:tm/parse-prd/with-research` - Enhanced parsing
+- `/project:tm/generate` - Create task files
+
+### Task Management
+- `/project:tm/list` - List with natural language filters
+- `/project:tm/list/with-subtasks` - Hierarchical view
+- `/project:tm/list/by-status <status>` - Filter by status
+- `/project:tm/show <id>` - Task details
+- `/project:tm/add-task` - Create task
+- `/project:tm/update` - Update tasks
+- `/project:tm/remove-task` - Delete task
+
+### Status Management
+- `/project:tm/set-status/to-pending <id>`
+- `/project:tm/set-status/to-in-progress <id>`
+- `/project:tm/set-status/to-done <id>`
+- `/project:tm/set-status/to-review <id>`
+- `/project:tm/set-status/to-deferred <id>`
+- `/project:tm/set-status/to-cancelled <id>`
+
+### Task Analysis
+- `/project:tm/analyze-complexity` - AI analysis
+- `/project:tm/complexity-report` - View report
+- `/project:tm/expand <id>` - Break down task
+- `/project:tm/expand/all` - Expand all complex
+
+### Dependencies
+- `/project:tm/add-dependency` - Add dependency
+- `/project:tm/remove-dependency` - Remove dependency
+- `/project:tm/validate-dependencies` - Check issues
+- `/project:tm/fix-dependencies` - Auto-fix
+
+### Workflows
+- `/project:tm/workflows/smart-flow` - Adaptive workflows
+- `/project:tm/workflows/pipeline` - Chain commands
+- `/project:tm/workflows/auto-implement` - AI implementation
+
+### Utilities
+- `/project:tm/status` - Project dashboard
+- `/project:tm/next` - Next task recommendation
+- `/project:tm/utils/analyze` - Project analysis
+- `/project:tm/learn` - Interactive help
+
+## Key Features
+
+### Natural Language Support
+All commands understand natural language:
+```
+/project:tm/list pending high priority
+/project:tm/update mark 23 as done
+/project:tm/add-task implement OAuth login
+```
+
+### Smart Context
+Commands analyze project state and provide intelligent suggestions based on:
+- Current task status
+- Dependencies
+- Team patterns
+- Project phase
+
+### Visual Enhancements
+- Progress bars and indicators
+- Status badges
+- Organized displays
+- Clear hierarchies
+
+## Common Workflows
+
+### Daily Development
+```
+/project:tm/workflows/smart-flow morning
+/project:tm/next
+/project:tm/set-status/to-in-progress <id>
+/project:tm/set-status/to-done <id>
+```
+
+### Task Breakdown
+```
+/project:tm/show <id>
+/project:tm/expand <id>
+/project:tm/list/with-subtasks
+```
+
+### Sprint Planning
+```
+/project:tm/analyze-complexity
+/project:tm/workflows/pipeline init → expand/all → status
+```
+
+## Migration from Old Commands
+
+| Old | New |
+|-----|-----|
+| `/project:task-master:list` | `/project:tm/list` |
+| `/project:task-master:complete` | `/project:tm/set-status/to-done` |
+| `/project:workflows:auto-implement` | `/project:tm/workflows/auto-implement` |
+
+## Tips
+
+1. Use `/project:tm/` + Tab for command discovery
+2. Natural language is supported everywhere
+3. Commands provide smart defaults
+4. Chain commands for automation
+5. Check `/project:tm/learn` for interactive help

assets/claude/commands/tm/add-dependency/add-dependency.md

@@ -0,0 +1,55 @@
+Add a dependency between tasks.
+
+Arguments: $ARGUMENTS
+
+Parse the task IDs to establish dependency relationship.
+
+## Adding Dependencies
+
+Creates a dependency where one task must be completed before another can start.
+
+## Argument Parsing
+
+Parse natural language or IDs:
+- "make 5 depend on 3" → task 5 depends on task 3
+- "5 needs 3" → task 5 depends on task 3
+- "5 3" → task 5 depends on task 3
+- "5 after 3" → task 5 depends on task 3
+
+## Execution
+
+```bash
+task-master add-dependency --id=<task-id> --depends-on=<dependency-id>
+```
+
+## Validation
+
+Before adding:
+1. **Verify both tasks exist**
+2. **Check for circular dependencies**
+3. **Ensure dependency makes logical sense**
+4. **Warn if creating complex chains**
+
+## Smart Features
+
+- Detect if dependency already exists
+- Suggest related dependencies
+- Show impact on task flow
+- Update task priorities if needed
+
+## Post-Addition
+
+After adding dependency:
+1. Show updated dependency graph
+2. Identify any newly blocked tasks
+3. Suggest task order changes
+4. Update project timeline
+
+## Example Flows
+
+```
+/project:tm/add-dependency 5 needs 3
+→ Task #5 now depends on Task #3
+→ Task #5 is now blocked until #3 completes
+→ Suggested: Also consider if #5 needs #4
+```

assets/claude/commands/tm/add-subtask/add-subtask.md

@@ -0,0 +1,76 @@
+Add a subtask to a parent task.
+
+Arguments: $ARGUMENTS
+
+Parse arguments to create a new subtask or convert existing task.
+
+## Adding Subtasks
+
+Creates subtasks to break down complex parent tasks into manageable pieces.
+
+## Argument Parsing
+
+Flexible natural language:
+- "add subtask to 5: implement login form"
+- "break down 5 with: setup, implement, test"
+- "subtask for 5: handle edge cases"
+- "5: validate user input" → adds subtask to task 5
+
+## Execution Modes
+
+### 1. Create New Subtask
+```bash
+task-master add-subtask --parent=<id> --title="<title>" --description="<desc>"
+```
+
+### 2. Convert Existing Task
+```bash
+task-master add-subtask --parent=<id> --task-id=<existing-id>
+```
+
+## Smart Features
+
+1. **Automatic Subtask Generation**
+   - If title contains "and" or commas, create multiple
+   - Suggest common subtask patterns
+   - Inherit parent's context
+
+2. **Intelligent Defaults**
+   - Priority based on parent
+   - Appropriate time estimates
+   - Logical dependencies between subtasks
+
+3. **Validation**
+   - Check parent task complexity
+   - Warn if too many subtasks
+   - Ensure subtask makes sense
+
+## Creation Process
+
+1. Parse parent task context
+2. Generate subtask with ID like "5.1"
+3. Set appropriate defaults
+4. Link to parent task
+5. Update parent's time estimate
+
+## Example Flows
+
+```
+/project:tm/add-subtask to 5: implement user authentication
+→ Created subtask #5.1: "implement user authentication"
+→ Parent task #5 now has 1 subtask
+→ Suggested next subtasks: tests, documentation
+
+/project:tm/add-subtask 5: setup, implement, test
+→ Created 3 subtasks:
+  #5.1: setup
+  #5.2: implement  
+  #5.3: test
+```
+
+## Post-Creation
+
+- Show updated task hierarchy
+- Suggest logical next subtasks
+- Update complexity estimates
+- Recommend subtask order

assets/claude/commands/tm/add-subtask/convert-task-to-subtask.md

@@ -0,0 +1,71 @@
+Convert an existing task into a subtask.
+
+Arguments: $ARGUMENTS
+
+Parse parent ID and task ID to convert.
+
+## Task Conversion
+
+Converts an existing standalone task into a subtask of another task.
+
+## Argument Parsing
+
+- "move task 8 under 5"
+- "make 8 a subtask of 5"
+- "nest 8 in 5"
+- "5 8" → make task 8 a subtask of task 5
+
+## Execution
+
+```bash
+task-master add-subtask --parent=<parent-id> --task-id=<task-to-convert>
+```
+
+## Pre-Conversion Checks
+
+1. **Validation**
+   - Both tasks exist and are valid
+   - No circular parent relationships
+   - Task isn't already a subtask
+   - Logical hierarchy makes sense
+
+2. **Impact Analysis**
+   - Dependencies that will be affected
+   - Tasks that depend on converting task
+   - Priority alignment needed
+   - Status compatibility
+
+## Conversion Process
+
+1. Change task ID from "8" to "5.1" (next available)
+2. Update all dependency references
+3. Inherit parent's context where appropriate
+4. Adjust priorities if needed
+5. Update time estimates
+
+## Smart Features
+
+- Preserve task history
+- Maintain dependencies
+- Update all references
+- Create conversion log
+
+## Example
+
+```
+/project:tm/add-subtask/from-task 5 8
+→ Converting: Task #8 becomes subtask #5.1
+→ Updated: 3 dependency references
+→ Parent task #5 now has 1 subtask
+→ Note: Subtask inherits parent's priority
+
+Before: #8 "Implement validation" (standalone)
+After:  #5.1 "Implement validation" (subtask of #5)
+```
+
+## Post-Conversion
+
+- Show new task hierarchy
+- List updated dependencies
+- Verify project integrity
+- Suggest related conversions

assets/claude/commands/tm/add-task/add-task.md

@@ -0,0 +1,78 @@
+Add new tasks with intelligent parsing and context awareness.
+
+Arguments: $ARGUMENTS
+
+## Smart Task Addition
+
+Parse natural language to create well-structured tasks.
+
+### 1. **Input Understanding**
+
+I'll intelligently parse your request:
+- Natural language → Structured task
+- Detect priority from keywords (urgent, ASAP, important)
+- Infer dependencies from context
+- Suggest complexity based on description
+- Determine task type (feature, bug, refactor, test, docs)
+
+### 2. **Smart Parsing Examples**
+
+**"Add urgent task to fix login bug"**
+→ Title: Fix login bug
+→ Priority: high
+→ Type: bug
+→ Suggested complexity: medium
+
+**"Create task for API documentation after task 23 is done"**
+→ Title: API documentation
+→ Dependencies: [23]
+→ Type: documentation
+→ Priority: medium
+
+**"Need to refactor auth module - depends on 12 and 15, high complexity"**
+→ Title: Refactor auth module
+→ Dependencies: [12, 15]
+→ Complexity: high
+→ Type: refactor
+
+### 3. **Context Enhancement**
+
+Based on current project state:
+- Suggest related existing tasks
+- Warn about potential conflicts
+- Recommend dependencies
+- Propose subtasks if complex
+
+### 4. **Interactive Refinement**
+
+```yaml
+Task Preview:
+─────────────
+Title: [Extracted title]
+Priority: [Inferred priority]
+Dependencies: [Detected dependencies]
+Complexity: [Estimated complexity]
+
+Suggestions:
+- Similar task #34 exists, consider as dependency?
+- This seems complex, break into subtasks?
+- Tasks #45-47 work on same module
+```
+
+### 5. **Validation & Creation**
+
+Before creating:
+- Validate dependencies exist
+- Check for duplicates
+- Ensure logical ordering
+- Verify task completeness
+
+### 6. **Smart Defaults**
+
+Intelligent defaults based on:
+- Task type patterns
+- Team conventions
+- Historical data
+- Current sprint/phase
+
+Result: High-quality tasks from minimal input.

assets/claude/commands/tm/analyze-complexity/analyze-complexity.md

@@ -0,0 +1,121 @@
+Analyze task complexity and generate expansion recommendations.
+
+Arguments: $ARGUMENTS
+
+Perform deep analysis of task complexity across the project.
+
+## Complexity Analysis
+
+Uses AI to analyze tasks and recommend which ones need breakdown.
+
+## Execution Options
+
+```bash
+task-master analyze-complexity [--research] [--threshold=5]
+```
+
+## Analysis Parameters
+
+- `--research` → Use research AI for deeper analysis
+- `--threshold=5` → Only flag tasks above complexity 5
+- Default: Analyze all pending tasks
+
+## Analysis Process
+
+### 1. **Task Evaluation**
+For each task, AI evaluates:
+- Technical complexity
+- Time requirements
+- Dependency complexity
+- Risk factors
+- Knowledge requirements
+
+### 2. **Complexity Scoring**
+Assigns score 1-10 based on:
+- Implementation difficulty
+- Integration challenges
+- Testing requirements
+- Unknown factors
+- Technical debt risk
+
+### 3. **Recommendations**
+For complex tasks:
+- Suggest expansion approach
+- Recommend subtask breakdown
+- Identify risk areas
+- Propose mitigation strategies
+
+## Smart Analysis Features
+
+1. **Pattern Recognition**
+   - Similar task comparisons
+   - Historical complexity accuracy
+   - Team velocity consideration
+   - Technology stack factors
+
+2. **Contextual Factors**
+   - Team expertise
+   - Available resources
+   - Timeline constraints
+   - Business criticality
+
+3. **Risk Assessment**
+   - Technical risks
+   - Timeline risks
+   - Dependency risks
+   - Knowledge gaps
+
+## Output Format
+
+```
+Task Complexity Analysis Report
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+
+High Complexity Tasks (>7):
+📍 #5 "Implement real-time sync" - Score: 9/10
+   Factors: WebSocket complexity, state management, conflict resolution
+   Recommendation: Expand into 5-7 subtasks
+   Risks: Performance, data consistency
+
+📍 #12 "Migrate database schema" - Score: 8/10
+   Factors: Data migration, zero downtime, rollback strategy
+   Recommendation: Expand into 4-5 subtasks
+   Risks: Data loss, downtime
+
+Medium Complexity Tasks (5-7):
+📍 #23 "Add export functionality" - Score: 6/10
+   Consider expansion if timeline tight
+
+Low Complexity Tasks (<5):
+✅ 15 tasks - No expansion needed
+
+Summary:
+- Expand immediately: 2 tasks
+- Consider expanding: 5 tasks
+- Keep as-is: 15 tasks
+```
+
+## Actionable Output
+
+For each high-complexity task:
+1. Complexity score with reasoning
+2. Specific expansion suggestions
+3. Risk mitigation approaches
+4. Recommended subtask structure
+
+## Integration
+
+Results are:
+- Saved to `.taskmaster/reports/complexity-analysis.md`
+- Used by expand command
+- Inform sprint planning
+- Guide resource allocation
+
+## Next Steps
+
+After analysis:
+```
+/project:tm/expand 5    # Expand specific task
+/project:tm/expand/all  # Expand all recommended
+/project:tm/complexity-report  # View detailed report
+```

assets/claude/commands/tm/clear-subtasks/clear-all-subtasks.md

@@ -0,0 +1,93 @@
+Clear all subtasks from all tasks globally.
+
+## Global Subtask Clearing
+
+Remove all subtasks across the entire project. Use with extreme caution.
+
+## Execution
+
+```bash
+task-master clear-subtasks --all
+```
+
+## Pre-Clear Analysis
+
+1. **Project-Wide Summary**
+   ```
+   Global Subtask Summary
+   ━━━━━━━━━━━━━━━━━━━━
+   Total parent tasks: 12
+   Total subtasks: 47
+   - Completed: 15
+   - In-progress: 8
+   - Pending: 24
+   
+   Work at risk: ~120 hours
+   ```
+
+2. **Critical Warnings**
+   - In-progress subtasks that will lose work
+   - Completed subtasks with valuable history
+   - Complex dependency chains
+   - Integration test results
+
+## Double Confirmation
+
+```
+⚠️  DESTRUCTIVE OPERATION WARNING ⚠️
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+This will remove ALL 47 subtasks from your project
+Including 8 in-progress and 15 completed subtasks
+
+This action CANNOT be undone
+
+Type 'CLEAR ALL SUBTASKS' to confirm:
+```
+
+## Smart Safeguards
+
+- Require explicit confirmation phrase
+- Create automatic backup
+- Log all removed data
+- Option to export first
+
+## Use Cases
+
+Valid reasons for global clear:
+- Project restructuring
+- Major pivot in approach
+- Starting fresh breakdown
+- Switching to different task organization
+
+## Process
+
+1. Full project analysis
+2. Create backup file
+3. Show detailed impact
+4. Require confirmation
+5. Execute removal
+6. Generate summary report
+
+## Alternative Suggestions
+
+Before clearing all:
+- Export subtasks to file
+- Clear only pending subtasks
+- Clear by task category
+- Archive instead of delete
+
+## Post-Clear Report
+
+```
+Global Subtask Clear Complete
+━━━━━━━━━━━━━━━━━━━━━━━━━━━
+Removed: 47 subtasks from 12 tasks
+Backup saved: .taskmaster/backup/subtasks-20240115.json
+Parent tasks updated: 12
+Time estimates adjusted: Yes
+
+Next steps:
+- Review updated task list
+- Re-expand complex tasks as needed
+- Check project timeline
+```

assets/claude/commands/tm/clear-subtasks/clear-subtasks.md

@@ -0,0 +1,86 @@
+Clear all subtasks from a specific task.
+
+Arguments: $ARGUMENTS (task ID)
+
+Remove all subtasks from a parent task at once.
+
+## Clearing Subtasks
+
+Bulk removal of all subtasks from a parent task.
+
+## Execution
+
+```bash
+task-master clear-subtasks --id=<task-id>
+```
+
+## Pre-Clear Analysis
+
+1. **Subtask Summary**
+   - Number of subtasks
+   - Completion status of each
+   - Work already done
+   - Dependencies affected
+
+2. **Impact Assessment**
+   - Data that will be lost
+   - Dependencies to be removed
+   - Effect on project timeline
+   - Parent task implications
+
+## Confirmation Required
+
+```
+Clear Subtasks Confirmation
+━━━━━━━━━━━━━━━━━━━━━━━━━
+Parent Task: #5 "Implement user authentication"
+Subtasks to remove: 4
+- #5.1 "Setup auth framework" (done)
+- #5.2 "Create login form" (in-progress)
+- #5.3 "Add validation" (pending)
+- #5.4 "Write tests" (pending)
+
+⚠️  This will permanently delete all subtask data
+Continue? (y/n)
+```
+
+## Smart Features
+
+- Option to convert to standalone tasks
+- Backup task data before clearing
+- Preserve completed work history
+- Update parent task appropriately
+
+## Process
+
+1. List all subtasks for confirmation
+2. Check for in-progress work
+3. Remove all subtasks
+4. Update parent task
+5. Clean up dependencies
+
+## Alternative Options
+
+Suggest alternatives:
+- Convert important subtasks to tasks
+- Keep completed subtasks
+- Archive instead of delete
+- Export subtask data first
+
+## Post-Clear
+
+- Show updated parent task
+- Recalculate time estimates
+- Update task complexity
+- Suggest next steps
+
+## Example
+
+```
+/project:tm/clear-subtasks 5
+→ Found 4 subtasks to remove
+→ Warning: Subtask #5.2 is in-progress
+→ Cleared all subtasks from task #5
+→ Updated parent task estimates
+→ Suggestion: Consider re-expanding with better breakdown
+```

assets/claude/commands/tm/complexity-report/complexity-report.md

@@ -0,0 +1,117 @@
+Display the task complexity analysis report.
+
+Arguments: $ARGUMENTS
+
+View the detailed complexity analysis generated by analyze-complexity command.
+
+## Viewing Complexity Report
+
+Shows comprehensive task complexity analysis with actionable insights.
+
+## Execution
+
+```bash
+task-master complexity-report [--file=<path>]
+```
+
+## Report Location
+
+Default: `.taskmaster/reports/complexity-analysis.md`
+Custom: Specify with --file parameter
+
+## Report Contents
+
+### 1. **Executive Summary**
+```
+Complexity Analysis Summary
+━━━━━━━━━━━━━━━━━━━━━━━━
+Analysis Date: 2024-01-15
+Tasks Analyzed: 32
+High Complexity: 5 (16%)
+Medium Complexity: 12 (37%)
+Low Complexity: 15 (47%)
+
+Critical Findings:
+- 5 tasks need immediate expansion
+- 3 tasks have high technical risk
+- 2 tasks block critical path
+```
+
+### 2. **Detailed Task Analysis**
+For each complex task:
+- Complexity score breakdown
+- Contributing factors
+- Specific risks identified
+- Expansion recommendations
+- Similar completed tasks
+
+### 3. **Risk Matrix**
+Visual representation:
+```
+Risk vs Complexity Matrix
+━━━━━━━━━━━━━━━━━━━━━━━
+High Risk  | #5(9) #12(8) | #23(6)
+Med Risk   | #34(7)       | #45(5) #67(5)
+Low Risk   | #78(8)       | [15 tasks]
+           | High Complex  | Med Complex
+```
+
+### 4. **Recommendations**
+
+**Immediate Actions:**
+1. Expand task #5 - Critical path + high complexity
+2. Expand task #12 - High risk + dependencies
+3. Review task #34 - Consider splitting
+
+**Sprint Planning:**
+- Don't schedule multiple high-complexity tasks together
+- Ensure expertise available for complex tasks
+- Build in buffer time for unknowns
+
+## Interactive Features
+
+When viewing report:
+1. **Quick Actions**
+   - Press 'e' to expand a task
+   - Press 'd' for task details
+   - Press 'r' to refresh analysis
+
+2. **Filtering**
+   - View by complexity level
+   - Filter by risk factors
+   - Show only actionable items
+
+3. **Export Options**
+   - Markdown format
+   - CSV for spreadsheets
+   - JSON for tools
+
+## Report Intelligence
+
+- Compares with historical data
+- Shows complexity trends
+- Identifies patterns
+- Suggests process improvements
+
+## Integration
+
+Use report for:
+- Sprint planning sessions
+- Resource allocation
+- Risk assessment
+- Team discussions
+- Client updates
+
+## Example Usage
+
+```
+/project:tm/complexity-report
+→ Opens latest analysis
+
+/project:tm/complexity-report --file=archived/2024-01-01.md
+→ View historical analysis
+
+After viewing:
+/project:tm/expand 5
+→ Expand high-complexity task
+```

assets/claude/commands/tm/expand/expand-all-tasks.md

@@ -0,0 +1,51 @@
+Expand all pending tasks that need subtasks.
+
+## Bulk Task Expansion
+
+Intelligently expands all tasks that would benefit from breakdown.
+
+## Execution
+
+```bash
+task-master expand --all
+```
+
+## Smart Selection
+
+Only expands tasks that:
+- Are marked as pending
+- Have high complexity (>5)
+- Lack existing subtasks
+- Would benefit from breakdown
+
+## Expansion Process
+
+1. **Analysis Phase**
+   - Identify expansion candidates
+   - Group related tasks
+   - Plan expansion strategy
+
+2. **Batch Processing**
+   - Expand tasks in logical order
+   - Maintain consistency
+   - Preserve relationships
+   - Optimize for parallelism
+
+3. **Quality Control**
+   - Ensure subtask quality
+   - Avoid over-decomposition
+   - Maintain task coherence
+   - Update dependencies
+
+## Options
+
+- Add `force` to expand all regardless of complexity
+- Add `research` for enhanced AI analysis
+
+## Results
+
+After bulk expansion:
+- Summary of tasks expanded
+- New subtask count
+- Updated complexity metrics
+- Suggested task order

assets/claude/commands/tm/expand/expand-task.md

@@ -0,0 +1,49 @@
+Break down a complex task into subtasks.
+
+Arguments: $ARGUMENTS (task ID)
+
+## Intelligent Task Expansion
+
+Analyzes a task and creates detailed subtasks for better manageability.
+
+## Execution
+
+```bash
+task-master expand --id=$ARGUMENTS
+```
+
+## Expansion Process
+
+1. **Task Analysis**
+   - Review task complexity
+   - Identify components
+   - Detect technical challenges
+   - Estimate time requirements
+
+2. **Subtask Generation**
+   - Create 3-7 subtasks typically
+   - Each subtask 1-4 hours
+   - Logical implementation order
+   - Clear acceptance criteria
+
+3. **Smart Breakdown**
+   - Setup/configuration tasks
+   - Core implementation
+   - Testing components
+   - Integration steps
+   - Documentation updates
+
+## Enhanced Features
+
+Based on task type:
+- **Feature**: Setup → Implement → Test → Integrate
+- **Bug Fix**: Reproduce → Diagnose → Fix → Verify
+- **Refactor**: Analyze → Plan → Refactor → Validate
+
+## Post-Expansion
+
+After expansion:
+1. Show subtask hierarchy
+2. Update time estimates
+3. Suggest implementation order
+4. Highlight critical path

assets/claude/commands/tm/fix-dependencies/fix-dependencies.md

@@ -0,0 +1,81 @@
+Automatically fix dependency issues found during validation.
+
+## Automatic Dependency Repair
+
+Intelligently fixes common dependency problems while preserving project logic.
+
+## Execution
+
+```bash
+task-master fix-dependencies
+```
+
+## What Gets Fixed
+
+### 1. **Auto-Fixable Issues**
+- Remove references to deleted tasks
+- Break simple circular dependencies
+- Remove self-dependencies
+- Clean up duplicate dependencies
+
+### 2. **Smart Resolutions**
+- Reorder dependencies to maintain logic
+- Suggest task merging for over-dependent tasks
+- Flatten unnecessary dependency chains
+- Remove redundant transitive dependencies
+
+### 3. **Manual Review Required**
+- Complex circular dependencies
+- Critical path modifications
+- Business logic dependencies
+- High-impact changes
+
+## Fix Process
+
+1. **Analysis Phase**
+   - Run validation check
+   - Categorize issues by type
+   - Determine fix strategy
+
+2. **Execution Phase**
+   - Apply automatic fixes
+   - Log all changes made
+   - Preserve task relationships
+
+3. **Verification Phase**
+   - Re-validate after fixes
+   - Show before/after comparison
+   - Highlight manual fixes needed
+
+## Smart Features
+
+- Preserves intended task flow
+- Minimal disruption approach
+- Creates fix history/log
+- Suggests manual interventions
+
+## Output Example
+
+```
+Dependency Auto-Fix Report
+━━━━━━━━━━━━━━━━━━━━━━━━
+Fixed Automatically:
+✅ Removed 2 references to deleted tasks
+✅ Resolved 1 self-dependency
+✅ Cleaned 3 redundant dependencies
+
+Manual Review Needed:
+⚠️ Complex circular dependency: #12 → #15 → #18 → #12
+  Suggestion: Make #15 not depend on #12
+⚠️ Task #45 has 8 dependencies
+  Suggestion: Break into subtasks
+
+Run '/project:tm/validate-dependencies' to verify fixes
+```
+
+## Safety
+
+- Preview mode available
+- Rollback capability
+- Change logging
+- No data loss

assets/claude/commands/tm/generate/generate-tasks.md

@@ -0,0 +1,121 @@
+Generate individual task files from tasks.json.
+
+## Task File Generation
+
+Creates separate markdown files for each task, perfect for AI agents or documentation.
+
+## Execution
+
+```bash
+task-master generate
+```
+
+## What It Creates
+
+For each task, generates a file like `task_001.txt`:
+
+```
+Task ID: 1
+Title: Implement user authentication
+Status: pending
+Priority: high
+Dependencies: []
+Created: 2024-01-15
+Complexity: 7
+
+## Description
+Create a secure user authentication system with login, logout, and session management.
+
+## Details
+- Use JWT tokens for session management
+- Implement secure password hashing
+- Add remember me functionality
+- Include password reset flow
+
+## Test Strategy
+- Unit tests for auth functions
+- Integration tests for login flow
+- Security testing for vulnerabilities
+- Performance tests for concurrent logins
+
+## Subtasks
+1.1 Setup authentication framework (pending)
+1.2 Create login endpoints (pending)
+1.3 Implement session management (pending)
+1.4 Add password reset (pending)
+```
+
+## File Organization
+
+Creates structure:
+```
+.taskmaster/
+└── tasks/
+    ├── task_001.txt
+    ├── task_002.txt
+    ├── task_003.txt
+    └── ...
+```
+
+## Smart Features
+
+1. **Consistent Formatting**
+   - Standardized structure
+   - Clear sections
+   - AI-readable format
+   - Markdown compatible
+
+2. **Contextual Information**
+   - Full task details
+   - Related task references
+   - Progress indicators
+   - Implementation notes
+
+3. **Incremental Updates**
+   - Only regenerate changed tasks
+   - Preserve custom additions
+   - Track generation timestamp
+   - Version control friendly
+
+## Use Cases
+
+- **AI Context**: Provide task context to AI assistants
+- **Documentation**: Standalone task documentation
+- **Archival**: Task history preservation
+- **Sharing**: Send specific tasks to team members
+- **Review**: Easier task review process
+
+## Generation Options
+
+Based on arguments:
+- Filter by status
+- Include/exclude completed
+- Custom templates
+- Different formats
+
+## Post-Generation
+
+```
+Task File Generation Complete
+━━━━━━━━━━━━━━━━━━━━━━━━━━
+Generated: 45 task files
+Location: .taskmaster/tasks/
+Total size: 156 KB
+
+New files: 5
+Updated files: 12
+Unchanged: 28
+
+Ready for:
+- AI agent consumption
+- Version control
+- Team distribution
+```
+
+## Integration Benefits
+
+- Git-trackable task history
+- Easy task sharing
+- AI tool compatibility
+- Offline task access
+- Backup redundancy

assets/claude/commands/tm/help.md

@@ -0,0 +1,81 @@
+Show help for Task Master commands.
+
+Arguments: $ARGUMENTS
+
+Display help for Task Master commands. If arguments provided, show specific command help.
+
+## Task Master Command Help
+
+### Quick Navigation
+
+Type `/project:tm/` and use tab completion to explore all commands.
+
+### Command Categories
+
+#### 🚀 Setup & Installation
+- `/project:tm/setup/install` - Comprehensive installation guide
+- `/project:tm/setup/quick-install` - One-line global install
+
+#### 📋 Project Setup
+- `/project:tm/init` - Initialize new project
+- `/project:tm/init/quick` - Quick setup with auto-confirm
+- `/project:tm/models` - View AI configuration
+- `/project:tm/models/setup` - Configure AI providers
+
+#### 🎯 Task Generation
+- `/project:tm/parse-prd` - Generate tasks from PRD
+- `/project:tm/parse-prd/with-research` - Enhanced parsing
+- `/project:tm/generate` - Create task files
+
+#### 📝 Task Management
+- `/project:tm/list` - List tasks (natural language filters)
+- `/project:tm/show <id>` - Display task details
+- `/project:tm/add-task` - Create new task
+- `/project:tm/update` - Update tasks naturally
+- `/project:tm/next` - Get next task recommendation
+
+#### 🔄 Status Management
+- `/project:tm/set-status/to-pending <id>`
+- `/project:tm/set-status/to-in-progress <id>`
+- `/project:tm/set-status/to-done <id>`
+- `/project:tm/set-status/to-review <id>`
+- `/project:tm/set-status/to-deferred <id>`
+- `/project:tm/set-status/to-cancelled <id>`
+
+#### 🔍 Analysis & Breakdown
+- `/project:tm/analyze-complexity` - Analyze task complexity
+- `/project:tm/expand <id>` - Break down complex task
+- `/project:tm/expand/all` - Expand all eligible tasks
+
+#### 🔗 Dependencies
+- `/project:tm/add-dependency` - Add task dependency
+- `/project:tm/remove-dependency` - Remove dependency
+- `/project:tm/validate-dependencies` - Check for issues
+
+#### 🤖 Workflows
+- `/project:tm/workflows/smart-flow` - Intelligent workflows
+- `/project:tm/workflows/pipeline` - Command chaining
+- `/project:tm/workflows/auto-implement` - Auto-implementation
+
+#### 📊 Utilities
+- `/project:tm/utils/analyze` - Project analysis
+- `/project:tm/status` - Project dashboard
+- `/project:tm/learn` - Interactive learning
+
+### Natural Language Examples
+
+```
+/project:tm/list pending high priority
+/project:tm/update mark all API tasks as done
+/project:tm/add-task create login system with OAuth
+/project:tm/show current
+```
+
+### Getting Started
+
+1. Install: `/project:tm/setup/quick-install`
+2. Initialize: `/project:tm/init/quick`
+3. Learn: `/project:tm/learn start`
+4. Work: `/project:tm/workflows/smart-flow`
+
+For detailed command info: `/project:tm/help <command-name>`

assets/claude/commands/tm/init/init-project-quick.md

@@ -0,0 +1,46 @@
+Quick initialization with auto-confirmation.
+
+Arguments: $ARGUMENTS
+
+Initialize a Task Master project without prompts, accepting all defaults.
+
+## Quick Setup
+
+```bash
+task-master init -y
+```
+
+## What It Does
+
+1. Creates `.taskmaster/` directory structure
+2. Initializes empty `tasks.json`
+3. Sets up default configuration
+4. Uses directory name as project name
+5. Skips all confirmation prompts
+
+## Smart Defaults
+
+- Project name: Current directory name
+- Description: "Task Master Project"
+- Model config: Existing environment vars
+- Task structure: Standard format
+
+## Next Steps
+
+After quick init:
+1. Configure AI models if needed:
+   ```
+   /project:tm/models/setup
+   ```
+
+2. Parse PRD if available:
+   ```
+   /project:tm/parse-prd <file>
+   ```
+
+3. Or create first task:
+   ```
+   /project:tm/add-task create initial setup
+   ```
+
+Perfect for rapid project setup!

assets/claude/commands/tm/init/init-project.md

@@ -0,0 +1,50 @@
+Initialize a new Task Master project.
+
+Arguments: $ARGUMENTS
+
+Parse arguments to determine initialization preferences.
+
+## Initialization Process
+
+1. **Parse Arguments**
+   - PRD file path (if provided)
+   - Project name
+   - Auto-confirm flag (-y)
+
+2. **Project Setup**
+   ```bash
+   task-master init
+   ```
+
+3. **Smart Initialization**
+   - Detect existing project files
+   - Suggest project name from directory
+   - Check for git repository
+   - Verify AI provider configuration
+
+## Configuration Options
+
+Based on arguments:
+- `quick` / `-y` → Skip confirmations
+- `<file.md>` → Use as PRD after init
+- `--name=<name>` → Set project name
+- `--description=<desc>` → Set description
+
+## Post-Initialization
+
+After successful init:
+1. Show project structure created
+2. Verify AI models configured
+3. Suggest next steps:
+   - Parse PRD if available
+   - Configure AI providers
+   - Set up git hooks
+   - Create first tasks
+
+## Integration
+
+If PRD file provided:
+```
+/project:tm/init my-prd.md
+→ Automatically runs parse-prd after init
+```

assets/claude/commands/tm/learn.md

@@ -0,0 +1,103 @@
+Learn about Task Master capabilities through interactive exploration.
+
+Arguments: $ARGUMENTS
+
+## Interactive Task Master Learning
+
+Based on your input, I'll help you discover capabilities:
+
+### 1. **What are you trying to do?**
+
+If $ARGUMENTS contains:
+- "start" / "begin" → Show project initialization workflows
+- "manage" / "organize" → Show task management commands  
+- "automate" / "auto" → Show automation workflows
+- "analyze" / "report" → Show analysis tools
+- "fix" / "problem" → Show troubleshooting commands
+- "fast" / "quick" → Show efficiency shortcuts
+
+### 2. **Intelligent Suggestions**
+
+Based on your project state:
+
+**No tasks yet?**
+```
+You'll want to start with:
+1. /project:task-master:init <prd-file>
+   → Creates tasks from requirements
+   
+2. /project:task-master:parse-prd <file>
+   → Alternative task generation
+
+Try: /project:task-master:init demo-prd.md
+```
+
+**Have tasks?**
+Let me analyze what you might need...
+- Many pending tasks? → Learn sprint planning
+- Complex tasks? → Learn task expansion
+- Daily work? → Learn workflow automation
+
+### 3. **Command Discovery**
+
+**By Category:**
+- 📋 Task Management: list, show, add, update, complete
+- 🔄 Workflows: auto-implement, sprint-plan, daily-standup
+- 🛠️ Utilities: check-health, complexity-report, sync-memory
+- 🔍 Analysis: validate-deps, show dependencies
+
+**By Scenario:**
+- "I want to see what to work on" → `/project:task-master:next`
+- "I need to break this down" → `/project:task-master:expand <id>`
+- "Show me everything" → `/project:task-master:status`
+- "Just do it for me" → `/project:workflows:auto-implement`
+
+### 4. **Power User Patterns**
+
+**Command Chaining:**
+```
+/project:task-master:next
+/project:task-master:start <id>
+/project:workflows:auto-implement
+```
+
+**Smart Filters:**
+```
+/project:task-master:list pending high
+/project:task-master:list blocked
+/project:task-master:list 1-5 tree
+```
+
+**Automation:**
+```
+/project:workflows:pipeline init → expand-all → sprint-plan
+```
+
+### 5. **Learning Path**
+
+Based on your experience level:
+
+**Beginner Path:**
+1. init → Create project
+2. status → Understand state
+3. next → Find work
+4. complete → Finish task
+
+**Intermediate Path:**
+1. expand → Break down complex tasks
+2. sprint-plan → Organize work
+3. complexity-report → Understand difficulty
+4. validate-deps → Ensure consistency
+
+**Advanced Path:**
+1. pipeline → Chain operations
+2. smart-flow → Context-aware automation
+3. Custom commands → Extend the system
+
+### 6. **Try This Now**
+
+Based on what you asked about, try:
+[Specific command suggestion based on $ARGUMENTS]
+
+Want to learn more about a specific command?
+Type: /project:help <command-name>

assets/claude/commands/tm/list/list-tasks-by-status.md

@@ -0,0 +1,39 @@
+List tasks filtered by a specific status.
+
+Arguments: $ARGUMENTS
+
+Parse the status from arguments and list only tasks matching that status.
+
+## Status Options
+- `pending` - Not yet started
+- `in-progress` - Currently being worked on
+- `done` - Completed
+- `review` - Awaiting review
+- `deferred` - Postponed
+- `cancelled` - Cancelled
+
+## Execution
+
+Based on $ARGUMENTS, run:
+```bash
+task-master list --status=$ARGUMENTS
+```
+
+## Enhanced Display
+
+For the filtered results:
+- Group by priority within the status
+- Show time in current status
+- Highlight tasks approaching deadlines
+- Display blockers and dependencies
+- Suggest next actions for each status group
+
+## Intelligent Insights
+
+Based on the status filter:
+- **Pending**: Show recommended start order
+- **In-Progress**: Display idle time warnings
+- **Done**: Show newly unblocked tasks
+- **Review**: Indicate review duration
+- **Deferred**: Show reactivation criteria
+- **Cancelled**: Display impact analysis

assets/claude/commands/tm/list/list-tasks-with-subtasks.md

@@ -0,0 +1,29 @@
+List all tasks including their subtasks in a hierarchical view.
+
+This command shows all tasks with their nested subtasks, providing a complete project overview.
+
+## Execution
+
+Run the Task Master list command with subtasks flag:
+```bash
+task-master list --with-subtasks
+```
+
+## Enhanced Display
+
+I'll organize the output to show:
+- Parent tasks with clear indicators
+- Nested subtasks with proper indentation
+- Status badges for quick scanning
+- Dependencies and blockers highlighted
+- Progress indicators for tasks with subtasks
+
+## Smart Filtering
+
+Based on the task hierarchy:
+- Show completion percentage for parent tasks
+- Highlight blocked subtask chains
+- Group by functional areas
+- Indicate critical path items
+
+This gives you a complete tree view of your project structure.

assets/claude/commands/tm/list/list-tasks.md

@@ -0,0 +1,43 @@
+List tasks with intelligent argument parsing.
+
+Parse arguments to determine filters and display options:
+- Status: pending, in-progress, done, review, deferred, cancelled
+- Priority: high, medium, low (or priority:high)
+- Special: subtasks, tree, dependencies, blocked
+- IDs: Direct numbers (e.g., "1,3,5" or "1-5")
+- Complex: "pending high" = pending AND high priority
+
+Arguments: $ARGUMENTS
+
+Let me parse your request intelligently:
+
+1. **Detect Filter Intent**
+   - If arguments contain status keywords → filter by status
+   - If arguments contain priority → filter by priority
+   - If arguments contain "subtasks" → include subtasks
+   - If arguments contain "tree" → hierarchical view
+   - If arguments contain numbers → show specific tasks
+   - If arguments contain "blocked" → show blocked tasks only
+
+2. **Smart Combinations**
+   Examples of what I understand:
+   - "pending high" → pending tasks with high priority
+   - "done today" → tasks completed today
+   - "blocked" → tasks with unmet dependencies
+   - "1-5" → tasks 1 through 5
+   - "subtasks tree" → hierarchical view with subtasks
+
+3. **Execute Appropriate Query**
+   Based on parsed intent, run the most specific task-master command
+
+4. **Enhanced Display**
+   - Group by relevant criteria
+   - Show most important information first
+   - Use visual indicators for quick scanning
+   - Include relevant metrics
+
+5. **Intelligent Suggestions**
+   Based on what you're viewing, suggest next actions:
+   - Many pending? → Suggest priority order
+   - Many blocked? → Show dependency resolution
+   - Looking at specific tasks? → Show related tasks

assets/claude/commands/tm/models/setup-models.md

@@ -0,0 +1,51 @@
+Run interactive setup to configure AI models.
+
+## Interactive Model Configuration
+
+Guides you through setting up AI providers for Task Master.
+
+## Execution
+
+```bash
+task-master models --setup
+```
+
+## Setup Process
+
+1. **Environment Check**
+   - Detect existing API keys
+   - Show current configuration
+   - Identify missing providers
+
+2. **Provider Selection**
+   - Choose main provider (required)
+   - Select research provider (recommended)
+   - Configure fallback (optional)
+
+3. **API Key Configuration**
+   - Prompt for missing keys
+   - Validate key format
+   - Test connectivity
+   - Save configuration
+
+## Smart Recommendations
+
+Based on your needs:
+- **For best results**: Claude + Perplexity
+- **Budget conscious**: GPT-3.5 + Perplexity
+- **Maximum capability**: GPT-4 + Perplexity + Claude fallback
+
+## Configuration Storage
+
+Keys can be stored in:
+1. Environment variables (recommended)
+2. `.env` file in project
+3. Global `.taskmaster/config`
+
+## Post-Setup
+
+After configuration:
+- Test each provider
+- Show usage examples
+- Suggest next steps
+- Verify parse-prd works

assets/claude/commands/tm/models/view-models.md

@@ -0,0 +1,51 @@
+View current AI model configuration.
+
+## Model Configuration Display
+
+Shows the currently configured AI providers and models for Task Master.
+
+## Execution
+
+```bash
+task-master models
+```
+
+## Information Displayed
+
+1. **Main Provider**
+   - Model ID and name
+   - API key status (configured/missing)
+   - Usage: Primary task generation
+
+2. **Research Provider**
+   - Model ID and name  
+   - API key status
+   - Usage: Enhanced research mode
+
+3. **Fallback Provider**
+   - Model ID and name
+   - API key status
+   - Usage: Backup when main fails
+
+## Visual Status
+
+```
+Task Master AI Model Configuration
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+Main:     ✅ claude-3-5-sonnet (configured)
+Research: ✅ perplexity-sonar (configured)  
+Fallback: ⚠️  Not configured (optional)
+
+Available Models:
+- claude-3-5-sonnet
+- gpt-4-turbo
+- gpt-3.5-turbo
+- perplexity-sonar
+```
+
+## Next Actions
+
+Based on configuration:
+- If missing API keys → Suggest setup
+- If no research model → Explain benefits
+- If all configured → Show usage tips

assets/claude/commands/tm/next/next-task.md

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+Intelligently determine and prepare the next action based on comprehensive context.
+
+This enhanced version of 'next' considers:
+- Current task states
+- Recent activity
+- Time constraints
+- Dependencies
+- Your working patterns
+
+Arguments: $ARGUMENTS
+
+## Intelligent Next Action
+
+### 1. **Context Gathering**
+Let me analyze the current situation:
+- Active tasks (in-progress)
+- Recently completed tasks
+- Blocked tasks
+- Time since last activity
+- Arguments provided: $ARGUMENTS
+
+### 2. **Smart Decision Tree**
+
+**If you have an in-progress task:**
+- Has it been idle > 2 hours? → Suggest resuming or switching
+- Near completion? → Show remaining steps
+- Blocked? → Find alternative task
+
+**If no in-progress tasks:**
+- Unblocked high-priority tasks? → Start highest
+- Complex tasks need breakdown? → Suggest expansion
+- All tasks blocked? → Show dependency resolution
+
+**Special arguments handling:**
+- "quick" → Find task < 2 hours
+- "easy" → Find low complexity task
+- "important" → Find high priority regardless of complexity
+- "continue" → Resume last worked task
+
+### 3. **Preparation Workflow**
+
+Based on selected task:
+1. Show full context and history
+2. Set up development environment
+3. Run relevant tests
+4. Open related files
+5. Show similar completed tasks
+6. Estimate completion time
+
+### 4. **Alternative Suggestions**
+
+Always provide options:
+- Primary recommendation
+- Quick alternative (< 1 hour)
+- Strategic option (unblocks most tasks)
+- Learning option (new technology/skill)
+
+### 5. **Workflow Integration**
+
+Seamlessly connect to:
+- `/project:task-master:start [selected]` 
+- `/project:workflows:auto-implement`
+- `/project:task-master:expand` (if complex)
+- `/project:utils:complexity-report` (if unsure)
+
+The goal: Zero friction from decision to implementation.

assets/claude/commands/tm/parse-prd/parse-prd-with-research.md

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+Parse PRD with enhanced research mode for better task generation.
+
+Arguments: $ARGUMENTS (PRD file path)
+
+## Research-Enhanced Parsing
+
+Uses the research AI provider (typically Perplexity) for more comprehensive task generation with current best practices.
+
+## Execution
+
+```bash
+task-master parse-prd --input=$ARGUMENTS --research
+```
+
+## Research Benefits
+
+1. **Current Best Practices**
+   - Latest framework patterns
+   - Security considerations
+   - Performance optimizations
+   - Accessibility requirements
+
+2. **Technical Deep Dive**
+   - Implementation approaches
+   - Library recommendations
+   - Architecture patterns
+   - Testing strategies
+
+3. **Comprehensive Coverage**
+   - Edge cases consideration
+   - Error handling tasks
+   - Monitoring setup
+   - Deployment tasks
+
+## Enhanced Output
+
+Research mode typically:
+- Generates more detailed tasks
+- Includes industry standards
+- Adds compliance considerations
+- Suggests modern tooling
+
+## When to Use
+
+- New technology domains
+- Complex requirements
+- Regulatory compliance needed
+- Best practices crucial

assets/claude/commands/tm/parse-prd/parse-prd.md

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+Parse a PRD document to generate tasks.
+
+Arguments: $ARGUMENTS (PRD file path)
+
+## Intelligent PRD Parsing
+
+Analyzes your requirements document and generates a complete task breakdown.
+
+## Execution
+
+```bash
+task-master parse-prd --input=$ARGUMENTS
+```
+
+## Parsing Process
+
+1. **Document Analysis**
+   - Extract key requirements
+   - Identify technical components
+   - Detect dependencies
+   - Estimate complexity
+
+2. **Task Generation**
+   - Create 10-15 tasks by default
+   - Include implementation tasks
+   - Add testing tasks
+   - Include documentation tasks
+   - Set logical dependencies
+
+3. **Smart Enhancements**
+   - Group related functionality
+   - Set appropriate priorities
+   - Add acceptance criteria
+   - Include test strategies
+
+## Options
+
+Parse arguments for modifiers:
+- Number after filename → `--num-tasks`
+- `research` → Use research mode
+- `comprehensive` → Generate more tasks
+
+## Post-Generation
+
+After parsing:
+1. Display task summary
+2. Show dependency graph
+3. Suggest task expansion for complex items
+4. Recommend sprint planning

assets/claude/commands/tm/remove-dependency/remove-dependency.md

@@ -0,0 +1,62 @@
+Remove a dependency between tasks.
+
+Arguments: $ARGUMENTS
+
+Parse the task IDs to remove dependency relationship.
+
+## Removing Dependencies
+
+Removes a dependency relationship, potentially unblocking tasks.
+
+## Argument Parsing
+
+Parse natural language or IDs:
+- "remove dependency between 5 and 3"
+- "5 no longer needs 3"
+- "unblock 5 from 3"
+- "5 3" → remove dependency of 5 on 3
+
+## Execution
+
+```bash
+task-master remove-dependency --id=<task-id> --depends-on=<dependency-id>
+```
+
+## Pre-Removal Checks
+
+1. **Verify dependency exists**
+2. **Check impact on task flow**
+3. **Warn if it breaks logical sequence**
+4. **Show what will be unblocked**
+
+## Smart Analysis
+
+Before removing:
+- Show why dependency might have existed
+- Check if removal makes tasks executable
+- Verify no critical path disruption
+- Suggest alternative dependencies
+
+## Post-Removal
+
+After removing:
+1. Show updated task status
+2. List newly unblocked tasks
+3. Update project timeline
+4. Suggest next actions
+
+## Safety Features
+
+- Confirm if removing critical dependency
+- Show tasks that become immediately actionable
+- Warn about potential issues
+- Keep removal history
+
+## Example
+
+```
+/project:tm/remove-dependency 5 from 3
+→ Removed: Task #5 no longer depends on #3
+→ Task #5 is now UNBLOCKED and ready to start
+→ Warning: Consider if #5 still needs #2 completed first
+```

assets/claude/commands/tm/remove-subtask/remove-subtask.md

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+Remove a subtask from its parent task.
+
+Arguments: $ARGUMENTS
+
+Parse subtask ID to remove, with option to convert to standalone task.
+
+## Removing Subtasks
+
+Remove a subtask and optionally convert it back to a standalone task.
+
+## Argument Parsing
+
+- "remove subtask 5.1"
+- "delete 5.1"
+- "convert 5.1 to task" → remove and convert
+- "5.1 standalone" → convert to standalone
+
+## Execution Options
+
+### 1. Delete Subtask
+```bash
+task-master remove-subtask --id=<parentId.subtaskId>
+```
+
+### 2. Convert to Standalone
+```bash
+task-master remove-subtask --id=<parentId.subtaskId> --convert
+```
+
+## Pre-Removal Checks
+
+1. **Validate Subtask**
+   - Verify subtask exists
+   - Check completion status
+   - Review dependencies
+
+2. **Impact Analysis**
+   - Other subtasks that depend on it
+   - Parent task implications
+   - Data that will be lost
+
+## Removal Process
+
+### For Deletion:
+1. Confirm if subtask has work done
+2. Update parent task estimates
+3. Remove subtask and its data
+4. Clean up dependencies
+
+### For Conversion:
+1. Assign new standalone task ID
+2. Preserve all task data
+3. Update dependency references
+4. Maintain task history
+
+## Smart Features
+
+- Warn if subtask is in-progress
+- Show impact on parent task
+- Preserve important data
+- Update related estimates
+
+## Example Flows
+
+```
+/project:tm/remove-subtask 5.1
+→ Warning: Subtask #5.1 is in-progress
+→ This will delete all subtask data
+→ Parent task #5 will be updated
+Confirm deletion? (y/n)
+
+/project:tm/remove-subtask 5.1 convert
+→ Converting subtask #5.1 to standalone task #89
+→ Preserved: All task data and history
+→ Updated: 2 dependency references
+→ New task #89 is now independent
+```
+
+## Post-Removal
+
+- Update parent task status
+- Recalculate estimates
+- Show updated hierarchy
+- Suggest next actions

assets/claude/commands/tm/remove-task/remove-task.md

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+Remove a task permanently from the project.
+
+Arguments: $ARGUMENTS (task ID)
+
+Delete a task and handle all its relationships properly.
+
+## Task Removal
+
+Permanently removes a task while maintaining project integrity.
+
+## Argument Parsing
+
+- "remove task 5"
+- "delete 5"
+- "5" → remove task 5
+- Can include "-y" for auto-confirm
+
+## Execution
+
+```bash
+task-master remove-task --id=<id> [-y]
+```
+
+## Pre-Removal Analysis
+
+1. **Task Details**
+   - Current status
+   - Work completed
+   - Time invested
+   - Associated data
+
+2. **Relationship Check**
+   - Tasks that depend on this
+   - Dependencies this task has
+   - Subtasks that will be removed
+   - Blocking implications
+
+3. **Impact Assessment**
+   ```
+   Task Removal Impact
+   ━━━━━━━━━━━━━━━━━━
+   Task: #5 "Implement authentication" (in-progress)
+   Status: 60% complete (~8 hours work)
+   
+   Will affect:
+   - 3 tasks depend on this (will be blocked)
+   - Has 4 subtasks (will be deleted)
+   - Part of critical path
+   
+   ⚠️  This action cannot be undone
+   ```
+
+## Smart Warnings
+
+- Warn if task is in-progress
+- Show dependent tasks that will be blocked
+- Highlight if part of critical path
+- Note any completed work being lost
+
+## Removal Process
+
+1. Show comprehensive impact
+2. Require confirmation (unless -y)
+3. Update dependent task references
+4. Remove task and subtasks
+5. Clean up orphaned dependencies
+6. Log removal with timestamp
+
+## Alternative Actions
+
+Suggest before deletion:
+- Mark as cancelled instead
+- Convert to documentation
+- Archive task data
+- Transfer work to another task
+
+## Post-Removal
+
+- List affected tasks
+- Show broken dependencies
+- Update project statistics
+- Suggest dependency fixes
+- Recalculate timeline
+
+## Example Flows
+
+```
+/project:tm/remove-task 5
+→ Task #5 is in-progress with 8 hours logged
+→ 3 other tasks depend on this
+→ Suggestion: Mark as cancelled instead?
+Remove anyway? (y/n)
+
+/project:tm/remove-task 5 -y
+→ Removed: Task #5 and 4 subtasks
+→ Updated: 3 task dependencies
+→ Warning: Tasks #7, #8, #9 now have missing dependency
+→ Run /project:tm/fix-dependencies to resolve
+```
+
+## Safety Features
+
+- Confirmation required
+- Impact preview
+- Removal logging
+- Suggest alternatives
+- No cascade delete of dependents

assets/claude/commands/tm/set-status/to-cancelled.md

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+Cancel a task permanently.
+
+Arguments: $ARGUMENTS (task ID)
+
+## Cancelling a Task
+
+This status indicates a task is no longer needed and won't be completed.
+
+## Valid Reasons for Cancellation
+
+- Requirements changed
+- Feature deprecated
+- Duplicate of another task
+- Strategic pivot
+- Technical approach invalidated
+
+## Pre-Cancellation Checks
+
+1. Confirm no critical dependencies
+2. Check for partial implementation
+3. Verify cancellation rationale
+4. Document lessons learned
+
+## Execution
+
+```bash
+task-master set-status --id=$ARGUMENTS --status=cancelled
+```
+
+## Cancellation Impact
+
+When cancelling:
+1. **Dependency Updates**
+   - Notify dependent tasks
+   - Update project scope
+   - Recalculate timelines
+
+2. **Clean-up Actions**
+   - Remove related branches
+   - Archive any work done
+   - Update documentation
+   - Close related issues
+
+3. **Learning Capture**
+   - Document why cancelled
+   - Note what was learned
+   - Update estimation models
+   - Prevent future duplicates
+
+## Historical Preservation
+
+- Keep for reference
+- Tag with cancellation reason
+- Link to replacement if any
+- Maintain audit trail

assets/claude/commands/tm/set-status/to-deferred.md

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+Defer a task for later consideration.
+
+Arguments: $ARGUMENTS (task ID)
+
+## Deferring a Task
+
+This status indicates a task is valid but not currently actionable or prioritized.
+
+## Valid Reasons for Deferral
+
+- Waiting for external dependencies
+- Reprioritized for future sprint
+- Blocked by technical limitations
+- Resource constraints
+- Strategic timing considerations
+
+## Execution
+
+```bash
+task-master set-status --id=$ARGUMENTS --status=deferred
+```
+
+## Deferral Management
+
+When deferring:
+1. **Document Reason**
+   - Capture why it's being deferred
+   - Set reactivation criteria
+   - Note any partial work completed
+
+2. **Impact Analysis**
+   - Check dependent tasks
+   - Update project timeline
+   - Notify affected stakeholders
+
+3. **Future Planning**
+   - Set review reminders
+   - Tag for specific milestone
+   - Preserve context for reactivation
+   - Link to blocking issues
+
+## Smart Tracking
+
+- Monitor deferral duration
+- Alert when criteria met
+- Prevent scope creep
+- Regular review cycles

assets/claude/commands/tm/set-status/to-done.md

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+Mark a task as completed.
+
+Arguments: $ARGUMENTS (task ID)
+
+## Completing a Task
+
+This command validates task completion and updates project state intelligently.
+
+## Pre-Completion Checks
+
+1. Verify test strategy was followed
+2. Check if all subtasks are complete
+3. Validate acceptance criteria met
+4. Ensure code is committed
+
+## Execution
+
+```bash
+task-master set-status --id=$ARGUMENTS --status=done
+```
+
+## Post-Completion Actions
+
+1. **Update Dependencies**
+   - Identify newly unblocked tasks
+   - Update sprint progress
+   - Recalculate project timeline
+
+2. **Documentation**
+   - Generate completion summary
+   - Update CLAUDE.md with learnings
+   - Log implementation approach
+
+3. **Next Steps**
+   - Show newly available tasks
+   - Suggest logical next task
+   - Update velocity metrics
+
+## Celebration & Learning
+
+- Show impact of completion
+- Display unblocked work
+- Recognize achievement
+- Capture lessons learned

assets/claude/commands/tm/set-status/to-in-progress.md

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+Start working on a task by setting its status to in-progress.
+
+Arguments: $ARGUMENTS (task ID)
+
+## Starting Work on Task
+
+This command does more than just change status - it prepares your environment for productive work.
+
+## Pre-Start Checks
+
+1. Verify dependencies are met
+2. Check if another task is already in-progress
+3. Ensure task details are complete
+4. Validate test strategy exists
+
+## Execution
+
+```bash
+task-master set-status --id=$ARGUMENTS --status=in-progress
+```
+
+## Environment Setup
+
+After setting to in-progress:
+1. Create/checkout appropriate git branch
+2. Open relevant documentation
+3. Set up test watchers if applicable
+4. Display task details and acceptance criteria
+5. Show similar completed tasks for reference
+
+## Smart Suggestions
+
+- Estimated completion time based on complexity
+- Related files from similar tasks
+- Potential blockers to watch for
+- Recommended first steps

assets/claude/commands/tm/set-status/to-pending.md

@@ -0,0 +1,32 @@
+Set a task's status to pending.
+
+Arguments: $ARGUMENTS (task ID)
+
+## Setting Task to Pending
+
+This moves a task back to the pending state, useful for:
+- Resetting erroneously started tasks
+- Deferring work that was prematurely begun
+- Reorganizing sprint priorities
+
+## Execution
+
+```bash
+task-master set-status --id=$ARGUMENTS --status=pending
+```
+
+## Validation
+
+Before setting to pending:
+- Warn if task is currently in-progress
+- Check if this will block other tasks
+- Suggest documenting why it's being reset
+- Preserve any work already done
+
+## Smart Actions
+
+After setting to pending:
+- Update sprint planning if needed
+- Notify about freed resources
+- Suggest priority reassessment
+- Log the status change with context

assets/claude/commands/tm/set-status/to-review.md

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+Set a task's status to review.
+
+Arguments: $ARGUMENTS (task ID)
+
+## Marking Task for Review
+
+This status indicates work is complete but needs verification before final approval.
+
+## When to Use Review Status
+
+- Code complete but needs peer review
+- Implementation done but needs testing
+- Documentation written but needs proofreading
+- Design complete but needs stakeholder approval
+
+## Execution
+
+```bash
+task-master set-status --id=$ARGUMENTS --status=review
+```
+
+## Review Preparation
+
+When setting to review:
+1. **Generate Review Checklist**
+   - Link to PR/MR if applicable
+   - Highlight key changes
+   - Note areas needing attention
+   - Include test results
+
+2. **Documentation**
+   - Update task with review notes
+   - Link relevant artifacts
+   - Specify reviewers if known
+
+3. **Smart Actions**
+   - Create review reminders
+   - Track review duration
+   - Suggest reviewers based on expertise
+   - Prepare rollback plan if needed

assets/claude/commands/tm/setup/install-taskmaster.md

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+Check if Task Master is installed and install it if needed.
+
+This command helps you get Task Master set up globally on your system.
+
+## Detection and Installation Process
+
+1. **Check Current Installation**
+   ```bash
+   # Check if task-master command exists
+   which task-master || echo "Task Master not found"
+   
+   # Check npm global packages
+   npm list -g task-master-ai
+   ```
+
+2. **System Requirements Check**
+   ```bash
+   # Verify Node.js is installed
+   node --version
+   
+   # Verify npm is installed  
+   npm --version
+   
+   # Check Node version (need 16+)
+   ```
+
+3. **Install Task Master Globally**
+   If not installed, run:
+   ```bash
+   npm install -g task-master-ai
+   ```
+
+4. **Verify Installation**
+   ```bash
+   # Check version
+   task-master --version
+   
+   # Verify command is available
+   which task-master
+   ```
+
+5. **Initial Setup**
+   ```bash
+   # Initialize in current directory
+   task-master init
+   ```
+
+6. **Configure AI Provider**
+   Ensure you have at least one AI provider API key set:
+   ```bash
+   # Check current configuration
+   task-master models --status
+   
+   # If no API keys found, guide setup
+   echo "You'll need at least one API key:"
+   echo "- ANTHROPIC_API_KEY for Claude"
+   echo "- OPENAI_API_KEY for GPT models"
+   echo "- PERPLEXITY_API_KEY for research"
+   echo ""
+   echo "Set them in your shell profile or .env file"
+   ```
+
+7. **Quick Test**
+   ```bash
+   # Create a test PRD
+   echo "Build a simple hello world API" > test-prd.txt
+   
+   # Try parsing it
+   task-master parse-prd test-prd.txt -n 3
+   ```
+
+## Troubleshooting
+
+If installation fails:
+
+**Permission Errors:**
+```bash
+# Try with sudo (macOS/Linux)
+sudo npm install -g task-master-ai
+
+# Or fix npm permissions
+npm config set prefix ~/.npm-global
+export PATH=~/.npm-global/bin:$PATH
+```
+
+**Network Issues:**
+```bash
+# Use different registry
+npm install -g task-master-ai --registry https://registry.npmjs.org/
+```
+
+**Node Version Issues:**
+```bash
+# Install Node 18+ via nvm
+curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.0/install.sh | bash
+nvm install 18
+nvm use 18
+```
+
+## Success Confirmation
+
+Once installed, you should see:
+```
+✅ Task Master v0.16.2 (or higher) installed
+✅ Command 'task-master' available globally
+✅ AI provider configured
+✅ Ready to use slash commands!
+
+Try: /project:task-master:init your-prd.md
+```
+
+## Next Steps
+
+After installation:
+1. Run `/project:utils:check-health` to verify setup
+2. Configure AI providers with `/project:task-master:models`
+3. Start using Task Master commands!

assets/claude/commands/tm/setup/quick-install-taskmaster.md

@@ -0,0 +1,22 @@
+Quick install Task Master globally if not already installed.
+
+Execute this streamlined installation:
+
+```bash
+# Check and install in one command
+task-master --version 2>/dev/null || npm install -g task-master-ai
+
+# Verify installation
+task-master --version
+
+# Quick setup check
+task-master models --status || echo "Note: You'll need to set up an AI provider API key"
+```
+
+If you see "command not found" after installation, you may need to:
+1. Restart your terminal
+2. Or add npm global bin to PATH: `export PATH=$(npm bin -g):$PATH`
+
+Once installed, you can use all the Task Master commands!
+
+Quick test: Run `/project:help` to see all available commands.

assets/claude/commands/tm/show/show-task.md

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+Show detailed task information with rich context and insights.
+
+Arguments: $ARGUMENTS
+
+## Enhanced Task Display
+
+Parse arguments to determine what to show and how.
+
+### 1. **Smart Task Selection**
+
+Based on $ARGUMENTS:
+- Number → Show specific task with full context
+- "current" → Show active in-progress task(s)
+- "next" → Show recommended next task
+- "blocked" → Show all blocked tasks with reasons
+- "critical" → Show critical path tasks
+- Multiple IDs → Comparative view
+
+### 2. **Contextual Information**
+
+For each task, intelligently include:
+
+**Core Details**
+- Full task information (id, title, description, details)
+- Current status with history
+- Test strategy and acceptance criteria
+- Priority and complexity analysis
+
+**Relationships**
+- Dependencies (what it needs)
+- Dependents (what needs it)
+- Parent/subtask hierarchy
+- Related tasks (similar work)
+
+**Time Intelligence**
+- Created/updated timestamps
+- Time in current status
+- Estimated vs actual time
+- Historical completion patterns
+
+### 3. **Visual Enhancements**
+
+```
+📋 Task #45: Implement User Authentication
+━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
+Status: 🟡 in-progress (2 hours)
+Priority: 🔴 High | Complexity: 73/100
+
+Dependencies: ✅ #41, ✅ #42, ⏳ #43 (blocked)
+Blocks: #46, #47, #52
+
+Progress: ████████░░ 80% complete
+
+Recent Activity:
+- 2h ago: Status changed to in-progress
+- 4h ago: Dependency #42 completed
+- Yesterday: Task expanded with 3 subtasks
+```
+
+### 4. **Intelligent Insights**
+
+Based on task analysis:
+- **Risk Assessment**: Complexity vs time remaining
+- **Bottleneck Analysis**: Is this blocking critical work?
+- **Recommendation**: Suggested approach or concerns
+- **Similar Tasks**: How others completed similar work
+
+### 5. **Action Suggestions**
+
+Context-aware next steps:
+- If blocked → Show how to unblock
+- If complex → Suggest expansion
+- If in-progress → Show completion checklist
+- If done → Show dependent tasks ready to start
+
+### 6. **Multi-Task View**
+
+When showing multiple tasks:
+- Common dependencies
+- Optimal completion order
+- Parallel work opportunities
+- Combined complexity analysis

assets/claude/commands/tm/status/project-status.md

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+Enhanced status command with comprehensive project insights.
+
+Arguments: $ARGUMENTS
+
+## Intelligent Status Overview
+
+### 1. **Executive Summary**
+Quick dashboard view:
+- 🏃 Active work (in-progress tasks)
+- 📊 Progress metrics (% complete, velocity)
+- 🚧 Blockers and risks
+- ⏱️ Time analysis (estimated vs actual)
+- 🎯 Sprint/milestone progress
+
+### 2. **Contextual Analysis**
+
+Based on $ARGUMENTS, focus on:
+- "sprint" → Current sprint progress and burndown
+- "blocked" → Dependency chains and resolution paths
+- "team" → Task distribution and workload
+- "timeline" → Schedule adherence and projections
+- "risk" → High complexity or overdue items
+
+### 3. **Smart Insights**
+
+**Workflow Health:**
+- Idle tasks (in-progress > 24h without updates)
+- Bottlenecks (multiple tasks waiting on same dependency)
+- Quick wins (low complexity, high impact)
+
+**Predictive Analytics:**
+- Completion projections based on velocity
+- Risk of missing deadlines
+- Recommended task order for optimal flow
+
+### 4. **Visual Intelligence**
+
+Dynamic visualization based on data:
+```
+Sprint Progress: ████████░░ 80% (16/20 tasks)
+Velocity Trend: ↗️ +15% this week
+Blocked Tasks:  🔴 3 critical path items
+
+Priority Distribution:
+High:   ████████ 8 tasks (2 blocked)
+Medium: ████░░░░ 4 tasks
+Low:    ██░░░░░░ 2 tasks
+```
+
+### 5. **Actionable Recommendations**
+
+Based on analysis:
+1. **Immediate actions** (unblock critical path)
+2. **Today's focus** (optimal task sequence)
+3. **Process improvements** (recurring patterns)
+4. **Resource needs** (skills, time, dependencies)
+
+### 6. **Historical Context**
+
+Compare to previous periods:
+- Velocity changes
+- Pattern recognition
+- Improvement areas
+- Success patterns to repeat

assets/claude/commands/tm/sync-readme/sync-readme.md

@@ -0,0 +1,117 @@
+Export tasks to README.md with professional formatting.
+
+Arguments: $ARGUMENTS
+
+Generate a well-formatted README with current task information.
+
+## README Synchronization
+
+Creates or updates README.md with beautifully formatted task information.
+
+## Argument Parsing
+
+Optional filters:
+- "pending" → Only pending tasks
+- "with-subtasks" → Include subtask details
+- "by-priority" → Group by priority
+- "sprint" → Current sprint only
+
+## Execution
+
+```bash
+task-master sync-readme [--with-subtasks] [--status=<status>]
+```
+
+## README Generation
+
+### 1. **Project Header**
+```markdown
+# Project Name
+
+## 📋 Task Progress
+
+Last Updated: 2024-01-15 10:30 AM
+
+### Summary
+- Total Tasks: 45
+- Completed: 15 (33%)
+- In Progress: 5 (11%)
+- Pending: 25 (56%)
+```
+
+### 2. **Task Sections**
+Organized by status or priority:
+- Progress indicators
+- Task descriptions
+- Dependencies noted
+- Time estimates
+
+### 3. **Visual Elements**
+- Progress bars
+- Status badges
+- Priority indicators
+- Completion checkmarks
+
+## Smart Features
+
+1. **Intelligent Grouping**
+   - By feature area
+   - By sprint/milestone
+   - By assigned developer
+   - By priority
+
+2. **Progress Tracking**
+   - Overall completion
+   - Sprint velocity
+   - Burndown indication
+   - Time tracking
+
+3. **Formatting Options**
+   - GitHub-flavored markdown
+   - Task checkboxes
+   - Collapsible sections
+   - Table format available
+
+## Example Output
+
+```markdown
+## 🚀 Current Sprint
+
+### In Progress
+- [ ] 🔄 #5 **Implement user authentication** (60% complete)
+  - Dependencies: API design (#3 ✅)
+  - Subtasks: 4 (2 completed)
+  - Est: 8h / Spent: 5h
+
+### Pending (High Priority)
+- [ ] ⚡ #8 **Create dashboard UI**
+  - Blocked by: #5
+  - Complexity: High
+  - Est: 12h
+```
+
+## Customization
+
+Based on arguments:
+- Include/exclude sections
+- Detail level control
+- Custom grouping
+- Filter by criteria
+
+## Post-Sync
+
+After generation:
+1. Show diff preview
+2. Backup existing README
+3. Write new content
+4. Commit reminder
+5. Update timestamp
+
+## Integration
+
+Works well with:
+- Git workflows
+- CI/CD pipelines
+- Project documentation
+- Team updates
+- Client reports

assets/claude/commands/tm/tm-main.md

@@ -0,0 +1,146 @@
+# Task Master Command Reference
+
+Comprehensive command structure for Task Master integration with Claude Code.
+
+## Command Organization
+
+Commands are organized hierarchically to match Task Master's CLI structure while providing enhanced Claude Code integration.
+
+## Project Setup & Configuration
+
+### `/project:tm/init`
+- `init-project` - Initialize new project (handles PRD files intelligently)
+- `init-project-quick` - Quick setup with auto-confirmation (-y flag)
+
+### `/project:tm/models`
+- `view-models` - View current AI model configuration
+- `setup-models` - Interactive model configuration
+- `set-main` - Set primary generation model
+- `set-research` - Set research model
+- `set-fallback` - Set fallback model
+
+## Task Generation
+
+### `/project:tm/parse-prd`
+- `parse-prd` - Generate tasks from PRD document
+- `parse-prd-with-research` - Enhanced parsing with research mode
+
+### `/project:tm/generate`
+- `generate-tasks` - Create individual task files from tasks.json
+
+## Task Management
+
+### `/project:tm/list`
+- `list-tasks` - Smart listing with natural language filters
+- `list-tasks-with-subtasks` - Include subtasks in hierarchical view
+- `list-tasks-by-status` - Filter by specific status
+
+### `/project:tm/set-status`
+- `to-pending` - Reset task to pending
+- `to-in-progress` - Start working on task
+- `to-done` - Mark task complete
+- `to-review` - Submit for review
+- `to-deferred` - Defer task
+- `to-cancelled` - Cancel task
+
+### `/project:tm/sync-readme`
+- `sync-readme` - Export tasks to README.md with formatting
+
+### `/project:tm/update`
+- `update-task` - Update tasks with natural language
+- `update-tasks-from-id` - Update multiple tasks from a starting point
+- `update-single-task` - Update specific task
+
+### `/project:tm/add-task`
+- `add-task` - Add new task with AI assistance
+
+### `/project:tm/remove-task`
+- `remove-task` - Remove task with confirmation
+
+## Subtask Management
+
+### `/project:tm/add-subtask`
+- `add-subtask` - Add new subtask to parent
+- `convert-task-to-subtask` - Convert existing task to subtask
+
+### `/project:tm/remove-subtask`
+- `remove-subtask` - Remove subtask (with optional conversion)
+
+### `/project:tm/clear-subtasks`
+- `clear-subtasks` - Clear subtasks from specific task
+- `clear-all-subtasks` - Clear all subtasks globally
+
+## Task Analysis & Breakdown
+
+### `/project:tm/analyze-complexity`
+- `analyze-complexity` - Analyze and generate expansion recommendations
+
+### `/project:tm/complexity-report`
+- `complexity-report` - Display complexity analysis report
+
+### `/project:tm/expand`
+- `expand-task` - Break down specific task
+- `expand-all-tasks` - Expand all eligible tasks
+- `with-research` - Enhanced expansion
+
+## Task Navigation
+
+### `/project:tm/next`
+- `next-task` - Intelligent next task recommendation
+
+### `/project:tm/show`
+- `show-task` - Display detailed task information
+
+### `/project:tm/status`
+- `project-status` - Comprehensive project dashboard
+
+## Dependency Management
+
+### `/project:tm/add-dependency`
+- `add-dependency` - Add task dependency
+
+### `/project:tm/remove-dependency`
+- `remove-dependency` - Remove task dependency
+
+### `/project:tm/validate-dependencies`
+- `validate-dependencies` - Check for dependency issues
+
+### `/project:tm/fix-dependencies`
+- `fix-dependencies` - Automatically fix dependency problems
+
+## Workflows & Automation
+
+### `/project:tm/workflows`
+- `smart-workflow` - Context-aware intelligent workflow execution
+- `command-pipeline` - Chain multiple commands together
+- `auto-implement-tasks` - Advanced auto-implementation with code generation
+
+## Utilities
+
+### `/project:tm/utils`
+- `analyze-project` - Deep project analysis and insights
+
+### `/project:tm/setup`
+- `install-taskmaster` - Comprehensive installation guide
+- `quick-install-taskmaster` - One-line global installation
+
+## Usage Patterns
+
+### Natural Language
+Most commands accept natural language arguments:
+```
+/project:tm/add-task create user authentication system
+/project:tm/update mark all API tasks as high priority
+/project:tm/list show blocked tasks
+```
+
+### ID-Based Commands
+Commands requiring IDs intelligently parse from $ARGUMENTS:
+```
+/project:tm/show 45
+/project:tm/expand 23
+/project:tm/set-status/to-done 67
+```
+
+### Smart Defaults
+Commands provide intelligent defaults and suggestions based on context.

assets/claude/commands/tm/update/update-single-task.md

@@ -0,0 +1,119 @@
+Update a single specific task with new information.
+
+Arguments: $ARGUMENTS
+
+Parse task ID and update details.
+
+## Single Task Update
+
+Precisely update one task with AI assistance to maintain consistency.
+
+## Argument Parsing
+
+Natural language updates:
+- "5: add caching requirement"
+- "update 5 to include error handling"
+- "task 5 needs rate limiting"
+- "5 change priority to high"
+
+## Execution
+
+```bash
+task-master update-task --id=<id> --prompt="<context>"
+```
+
+## Update Types
+
+### 1. **Content Updates**
+- Enhance description
+- Add requirements
+- Clarify details
+- Update acceptance criteria
+
+### 2. **Metadata Updates**
+- Change priority
+- Adjust time estimates
+- Update complexity
+- Modify dependencies
+
+### 3. **Strategic Updates**
+- Revise approach
+- Change test strategy
+- Update implementation notes
+- Adjust subtask needs
+
+## AI-Powered Updates
+
+The AI:
+1. **Understands Context**
+   - Reads current task state
+   - Identifies update intent
+   - Maintains consistency
+   - Preserves important info
+
+2. **Applies Changes**
+   - Updates relevant fields
+   - Keeps style consistent
+   - Adds without removing
+   - Enhances clarity
+
+3. **Validates Results**
+   - Checks coherence
+   - Verifies completeness
+   - Maintains relationships
+   - Suggests related updates
+
+## Example Updates
+
+```
+/project:tm/update/single 5: add rate limiting
+→ Updating Task #5: "Implement API endpoints"
+
+Current: Basic CRUD endpoints
+Adding: Rate limiting requirements
+
+Updated sections:
+✓ Description: Added rate limiting mention
+✓ Details: Added specific limits (100/min)
+✓ Test Strategy: Added rate limit tests
+✓ Complexity: Increased from 5 to 6
+✓ Time Estimate: Increased by 2 hours
+
+Suggestion: Also update task #6 (API Gateway) for consistency?
+```
+
+## Smart Features
+
+1. **Incremental Updates**
+   - Adds without overwriting
+   - Preserves work history
+   - Tracks what changed
+   - Shows diff view
+
+2. **Consistency Checks**
+   - Related task alignment
+   - Subtask compatibility
+   - Dependency validity
+   - Timeline impact
+
+3. **Update History**
+   - Timestamp changes
+   - Track who/what updated
+   - Reason for update
+   - Previous versions
+
+## Field-Specific Updates
+
+Quick syntax for specific fields:
+- "5 priority:high" → Update priority only
+- "5 add-time:4h" → Add to time estimate
+- "5 status:review" → Change status
+- "5 depends:3,4" → Add dependencies
+
+## Post-Update
+
+- Show updated task
+- Highlight changes
+- Check related tasks
+- Update suggestions
+- Timeline adjustments

assets/claude/commands/tm/update/update-task.md

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+Update tasks with intelligent field detection and bulk operations.
+
+Arguments: $ARGUMENTS
+
+## Intelligent Task Updates
+
+Parse arguments to determine update intent and execute smartly.
+
+### 1. **Natural Language Processing**
+
+Understand update requests like:
+- "mark 23 as done" → Update status to done
+- "increase priority of 45" → Set priority to high
+- "add dependency on 12 to task 34" → Add dependency
+- "tasks 20-25 need review" → Bulk status update
+- "all API tasks high priority" → Pattern-based update
+
+### 2. **Smart Field Detection**
+
+Automatically detect what to update:
+- Status keywords: done, complete, start, pause, review
+- Priority changes: urgent, high, low, deprioritize
+- Dependency updates: depends on, blocks, after
+- Assignment: assign to, owner, responsible
+- Time: estimate, spent, deadline
+
+### 3. **Bulk Operations**
+
+Support for multiple task updates:
+```
+Examples:
+- "complete tasks 12, 15, 18"
+- "all pending auth tasks to in-progress"
+- "increase priority for tasks blocking 45"
+- "defer all documentation tasks"
+```
+
+### 4. **Contextual Validation**
+
+Before updating, check:
+- Status transitions are valid
+- Dependencies don't create cycles
+- Priority changes make sense
+- Bulk updates won't break project flow
+
+Show preview:
+```
+Update Preview:
+─────────────────
+Tasks to update: #23, #24, #25
+Change: status → in-progress
+Impact: Will unblock tasks #30, #31
+Warning: Task #24 has unmet dependencies
+```
+
+### 5. **Smart Suggestions**
+
+Based on update:
+- Completing task? → Show newly unblocked tasks
+- Changing priority? → Show impact on sprint
+- Adding dependency? → Check for conflicts
+- Bulk update? → Show summary of changes
+
+### 6. **Workflow Integration**
+
+After updates:
+- Auto-update dependent task states
+- Trigger status recalculation
+- Update sprint/milestone progress
+- Log changes with context
+
+Result: Flexible, intelligent task updates with safety checks.

assets/claude/commands/tm/update/update-tasks-from-id.md

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+Update multiple tasks starting from a specific ID.
+
+Arguments: $ARGUMENTS
+
+Parse starting task ID and update context.
+
+## Bulk Task Updates
+
+Update multiple related tasks based on new requirements or context changes.
+
+## Argument Parsing
+
+- "from 5: add security requirements"
+- "5 onwards: update API endpoints"
+- "starting at 5: change to use new framework"
+
+## Execution
+
+```bash
+task-master update --from=<id> --prompt="<context>"
+```
+
+## Update Process
+
+### 1. **Task Selection**
+Starting from specified ID:
+- Include the task itself
+- Include all dependent tasks
+- Include related subtasks
+- Smart boundary detection
+
+### 2. **Context Application**
+AI analyzes the update context and:
+- Identifies what needs changing
+- Maintains consistency
+- Preserves completed work
+- Updates related information
+
+### 3. **Intelligent Updates**
+- Modify descriptions appropriately
+- Update test strategies
+- Adjust time estimates
+- Revise dependencies if needed
+
+## Smart Features
+
+1. **Scope Detection**
+   - Find natural task groupings
+   - Identify related features
+   - Stop at logical boundaries
+   - Avoid over-updating
+
+2. **Consistency Maintenance**
+   - Keep naming conventions
+   - Preserve relationships
+   - Update cross-references
+   - Maintain task flow
+
+3. **Change Preview**
+   ```
+   Bulk Update Preview
+   ━━━━━━━━━━━━━━━━━━
+   Starting from: Task #5
+   Tasks to update: 8 tasks + 12 subtasks
+   
+   Context: "add security requirements"
+   
+   Changes will include:
+   - Add security sections to descriptions
+   - Update test strategies for security
+   - Add security-related subtasks where needed
+   - Adjust time estimates (+20% average)
+   
+   Continue? (y/n)
+   ```
+
+## Example Updates
+
+```
+/project:tm/update/from-id 5: change database to PostgreSQL
+→ Analyzing impact starting from task #5
+→ Found 6 related tasks to update
+→ Updates will maintain consistency
+→ Preview changes? (y/n)
+
+Applied updates:
+✓ Task #5: Updated connection logic references
+✓ Task #6: Changed migration approach
+✓ Task #7: Updated query syntax notes
+✓ Task #8: Revised testing strategy
+✓ Task #9: Updated deployment steps
+✓ Task #12: Changed backup procedures
+```
+
+## Safety Features
+
+- Preview all changes
+- Selective confirmation
+- Rollback capability
+- Change logging
+- Validation checks
+
+## Post-Update
+
+- Summary of changes
+- Consistency verification
+- Suggest review tasks
+- Update timeline if needed

assets/claude/commands/tm/utils/analyze-project.md

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+Advanced project analysis with actionable insights and recommendations.
+
+Arguments: $ARGUMENTS
+
+## Comprehensive Project Analysis
+
+Multi-dimensional analysis based on requested focus area.
+
+### 1. **Analysis Modes**
+
+Based on $ARGUMENTS:
+- "velocity" → Sprint velocity and trends
+- "quality" → Code quality metrics
+- "risk" → Risk assessment and mitigation
+- "dependencies" → Dependency graph analysis
+- "team" → Workload and skill distribution
+- "architecture" → System design coherence
+- Default → Full spectrum analysis
+
+### 2. **Velocity Analytics**
+
+```
+📊 Velocity Analysis
+━━━━━━━━━━━━━━━━━━━
+Current Sprint: 24 points/week ↗️ +20%
+Rolling Average: 20 points/week
+Efficiency: 85% (17/20 tasks on time)
+
+Bottlenecks Detected:
+- Code review delays (avg 4h wait)
+- Test environment availability
+- Dependency on external team
+
+Recommendations:
+1. Implement parallel review process
+2. Add staging environment
+3. Mock external dependencies
+```
+
+### 3. **Risk Assessment**
+
+**Technical Risks**
+- High complexity tasks without backup assignee
+- Single points of failure in architecture
+- Insufficient test coverage in critical paths
+- Technical debt accumulation rate
+
+**Project Risks**
+- Critical path dependencies
+- Resource availability gaps
+- Deadline feasibility analysis
+- Scope creep indicators
+
+### 4. **Dependency Intelligence**
+
+Visual dependency analysis:
+```
+Critical Path: 
+#12 → #15 → #23 → #45 → #50 (20 days)
+         ↘ #24 → #46 ↗
+
+Optimization: Parallelize #15 and #24
+Time Saved: 3 days
+```
+
+### 5. **Quality Metrics**
+
+**Code Quality**
+- Test coverage trends
+- Complexity scores
+- Technical debt ratio
+- Review feedback patterns
+
+**Process Quality**
+- Rework frequency
+- Bug introduction rate
+- Time to resolution
+- Knowledge distribution
+
+### 6. **Predictive Insights**
+
+Based on patterns:
+- Completion probability by deadline
+- Resource needs projection
+- Risk materialization likelihood
+- Suggested interventions
+
+### 7. **Executive Dashboard**
+
+High-level summary with:
+- Health score (0-100)
+- Top 3 risks
+- Top 3 opportunities
+- Recommended actions
+- Success probability
+
+Result: Data-driven decisions with clear action paths.

assets/claude/commands/tm/validate-dependencies/validate-dependencies.md

@@ -0,0 +1,71 @@
+Validate all task dependencies for issues.
+
+## Dependency Validation
+
+Comprehensive check for dependency problems across the entire project.
+
+## Execution
+
+```bash
+task-master validate-dependencies
+```
+
+## Validation Checks
+
+1. **Circular Dependencies**
+   - A depends on B, B depends on A
+   - Complex circular chains
+   - Self-dependencies
+
+2. **Missing Dependencies**
+   - References to non-existent tasks
+   - Deleted task references
+   - Invalid task IDs
+
+3. **Logical Issues**
+   - Completed tasks depending on pending
+   - Cancelled tasks in dependency chains
+   - Impossible sequences
+
+4. **Complexity Warnings**
+   - Over-complex dependency chains
+   - Too many dependencies per task
+   - Bottleneck tasks
+
+## Smart Analysis
+
+The validation provides:
+- Visual dependency graph
+- Critical path analysis
+- Bottleneck identification
+- Suggested optimizations
+
+## Report Format
+
+```
+Dependency Validation Report
+━━━━━━━━━━━━━━━━━━━━━━━━━━
+✅ No circular dependencies found
+⚠️  2 warnings found:
+   - Task #23 has 7 dependencies (consider breaking down)
+   - Task #45 blocks 5 other tasks (potential bottleneck)
+❌ 1 error found:
+   - Task #67 depends on deleted task #66
+
+Critical Path: #1 → #5 → #23 → #45 → #50 (15 days)
+```
+
+## Actionable Output
+
+For each issue found:
+- Clear description
+- Impact assessment
+- Suggested fix
+- Command to resolve
+
+## Next Steps
+
+After validation:
+- Run `/project:tm/fix-dependencies` to auto-fix
+- Manually adjust problematic dependencies
+- Rerun to verify fixes

assets/claude/commands/tm/workflows/auto-implement-tasks.md

@@ -0,0 +1,97 @@
+Enhanced auto-implementation with intelligent code generation and testing.
+
+Arguments: $ARGUMENTS
+
+## Intelligent Auto-Implementation
+
+Advanced implementation with context awareness and quality checks.
+
+### 1. **Pre-Implementation Analysis**
+
+Before starting:
+- Analyze task complexity and requirements
+- Check codebase patterns and conventions
+- Identify similar completed tasks
+- Assess test coverage needs
+- Detect potential risks
+
+### 2. **Smart Implementation Strategy**
+
+Based on task type and context:
+
+**Feature Tasks**
+1. Research existing patterns
+2. Design component architecture
+3. Implement with tests
+4. Integrate with system
+5. Update documentation
+
+**Bug Fix Tasks**
+1. Reproduce issue
+2. Identify root cause
+3. Implement minimal fix
+4. Add regression tests
+5. Verify side effects
+
+**Refactoring Tasks**
+1. Analyze current structure
+2. Plan incremental changes
+3. Maintain test coverage
+4. Refactor step-by-step
+5. Verify behavior unchanged
+
+### 3. **Code Intelligence**
+
+**Pattern Recognition**
+- Learn from existing code
+- Follow team conventions
+- Use preferred libraries
+- Match style guidelines
+
+**Test-Driven Approach**
+- Write tests first when possible
+- Ensure comprehensive coverage
+- Include edge cases
+- Performance considerations
+
+### 4. **Progressive Implementation**
+
+Step-by-step with validation:
+```
+Step 1/5: Setting up component structure ✓
+Step 2/5: Implementing core logic ✓
+Step 3/5: Adding error handling ⚡ (in progress)
+Step 4/5: Writing tests ⏳
+Step 5/5: Integration testing ⏳
+
+Current: Adding try-catch blocks and validation...
+```
+
+### 5. **Quality Assurance**
+
+Automated checks:
+- Linting and formatting
+- Test execution
+- Type checking
+- Dependency validation
+- Performance analysis
+
+### 6. **Smart Recovery**
+
+If issues arise:
+- Diagnostic analysis
+- Suggestion generation
+- Fallback strategies
+- Manual intervention points
+- Learning from failures
+
+### 7. **Post-Implementation**
+
+After completion:
+- Generate PR description
+- Update documentation
+- Log lessons learned
+- Suggest follow-up tasks
+- Update task relationships
+
+Result: High-quality, production-ready implementations.

assets/claude/commands/tm/workflows/command-pipeline.md

@@ -0,0 +1,77 @@
+Execute a pipeline of commands based on a specification.
+
+Arguments: $ARGUMENTS
+
+## Command Pipeline Execution
+
+Parse pipeline specification from arguments. Supported formats:
+
+### Simple Pipeline
+`init → expand-all → sprint-plan`
+
+### Conditional Pipeline  
+`status → if:pending>10 → sprint-plan → else → next`
+
+### Iterative Pipeline
+`for:pending-tasks → expand → complexity-check`
+
+### Smart Pipeline Patterns
+
+**1. Project Setup Pipeline**
+```
+init [prd] → 
+expand-all → 
+complexity-report → 
+sprint-plan → 
+show first-sprint
+```
+
+**2. Daily Work Pipeline**
+```
+standup →
+if:in-progress → continue →
+else → next → start
+```
+
+**3. Task Completion Pipeline**
+```
+complete [id] →
+git-commit →
+if:blocked-tasks-freed → show-freed →
+next
+```
+
+**4. Quality Check Pipeline**
+```
+list in-progress →
+for:each → check-idle-time →
+if:idle>1day → prompt-update
+```
+
+### Pipeline Features
+
+**Variables**
+- Store results: `status → $count=pending-count`
+- Use in conditions: `if:$count>10`
+- Pass between commands: `expand $high-priority-tasks`
+
+**Error Handling**
+- On failure: `try:complete → catch:show-blockers`
+- Skip on error: `optional:test-run`
+- Retry logic: `retry:3:commit`
+
+**Parallel Execution**
+- Parallel branches: `[analyze | test | lint]`
+- Join results: `parallel → join:report`
+
+### Execution Flow
+
+1. Parse pipeline specification
+2. Validate command sequence
+3. Execute with state passing
+4. Handle conditions and loops
+5. Aggregate results
+6. Show summary
+
+This enables complex workflows like:
+`parse-prd → expand-all → filter:complex>70 → assign:senior → sprint-plan:weighted`

assets/claude/commands/tm/workflows/smart-workflow.md

@@ -0,0 +1,55 @@
+Execute an intelligent workflow based on current project state and recent commands.
+
+This command analyzes:
+1. Recent commands you've run
+2. Current project state
+3. Time of day / day of week
+4. Your working patterns
+
+Arguments: $ARGUMENTS
+
+## Intelligent Workflow Selection
+
+Based on context, I'll determine the best workflow:
+
+### Context Analysis
+- Previous command executed
+- Current task states
+- Unfinished work from last session
+- Your typical patterns
+
+### Smart Execution
+
+If last command was:
+- `status` → Likely starting work → Run daily standup
+- `complete` → Task finished → Find next task
+- `list pending` → Planning → Suggest sprint planning
+- `expand` → Breaking down work → Show complexity analysis
+- `init` → New project → Show onboarding workflow
+
+If no recent commands:
+- Morning? → Daily standup workflow
+- Many pending tasks? → Sprint planning
+- Tasks blocked? → Dependency resolution
+- Friday? → Weekly review
+
+### Workflow Composition
+
+I'll chain appropriate commands:
+1. Analyze current state
+2. Execute primary workflow
+3. Suggest follow-up actions
+4. Prepare environment for coding
+
+### Learning Mode
+
+This command learns from your patterns:
+- Track command sequences
+- Note time preferences
+- Remember common workflows
+- Adapt to your style
+
+Example flows detected:
+- Morning: standup → next → start
+- After lunch: status → continue task
+- End of day: complete → commit → status

docs/README.md

@@ -11,6 +11,7 @@ Welcome to the Task Master documentation. Use the links below to navigate to the
 
 - [Command Reference](command-reference.md) - Complete list of all available commands (including research and multi-task viewing)
 - [Task Structure](task-structure.md) - Understanding the task format and features
+- [Available Models](models.md) - Complete list of supported AI models and providers
 
 ## Examples & Licensing
 

docs/configuration.md

@@ -4,7 +4,30 @@ Taskmaster uses two primary methods for configuration:
 
 1.  **`.taskmaster/config.json` File (Recommended - New Structure)**
 
-    - This JSON file stores most configuration settings, including AI model selections, parameters, logging levels, and project defaults.
+    - This JSON file stores most configuration settings, including A5. **Usage Requirements**:
+   8. **Troubleshooting**:
+   - "MCP provider requires session context" → Ensure running in MCP environment
+   - See the [MCP Provider Guide](./mcp-provider-guide.md) for detailed troubleshootingust be running in an MCP context (session must be available)
+   - Session must provide `clientCapabilities.sampling` capability
+
+6. **Best Practices**:
+   - Always configure a non-MCP fallback provider
+   - Use `mcp` for main/research roles when in MCP environments
+   - Test sampling capability before production use
+
+7. **Setup Commands**:
+   ```bash
+   # Set MCP provider for main role
+   task-master models set-main --provider mcp --model claude-3-5-sonnet-20241022
+   
+   # Set MCP provider for research role  
+   task-master models set-research --provider mcp --model claude-3-opus-20240229
+   
+   # Verify configuration
+   task-master models list
+   ```
+
+8. **Troubleshooting**:lections, parameters, logging levels, and project defaults.
     - **Location:** This file is created in the `.taskmaster/` directory when you run the `task-master models --setup` interactive setup or initialize a new project with `task-master init`.
     - **Migration:** Existing projects with `.taskmasterconfig` in the root will continue to work, but should be migrated to the new structure using `task-master migrate`.
     - **Management:** Use the `task-master models --setup` command (or `models` MCP tool) to interactively create and manage this file. You can also set specific models directly using `task-master models --set-<role>=<model_id>`, adding `--ollama` or `--openrouter` flags for custom models. Manual editing is possible but not recommended unless you understand the structure.
@@ -173,6 +196,57 @@ node scripts/init.js
 
 ## Provider-Specific Configuration
 
+### MCP (Model Context Protocol) Provider
+
+The MCP provider enables Task Master to use MCP servers as AI providers. This is particularly useful when running Task Master within MCP-compatible development environments like Claude Desktop or Cursor.
+
+1. **Prerequisites**:
+   - An active MCP session with sampling capability
+   - MCP client with sampling support (e.g. VS Code)
+   - No API keys required (uses session-based authentication)
+
+2. **Configuration**:
+   ```json
+   {
+     "models": {
+       "main": {
+         "provider": "mcp",
+         "modelId": "mcp-sampling"
+       },
+       "research": {
+         "provider": "mcp",
+         "modelId": "mcp-sampling"
+       }
+     }
+   }
+   ```
+
+3. **Available Model IDs**:
+   - `mcp-sampling` - General text generation using MCP client sampling (supports all roles)
+   - `claude-3-5-sonnet-20241022` - High-performance model for general tasks (supports all roles)
+   - `claude-3-opus-20240229` - Enhanced reasoning model for complex tasks (supports all roles)
+
+4. **Features**:
+   - ✅ **Text Generation**: Standard AI text generation via MCP sampling
+   - ✅ **Object Generation**: Full schema-driven structured output generation
+   - ✅ **PRD Parsing**: Parse Product Requirements Documents into structured tasks
+   - ✅ **Task Creation**: AI-powered task creation with validation
+   - ✅ **Session Management**: Automatic session detection and context handling
+   - ✅ **Error Recovery**: Robust error handling and fallback mechanisms
+
+5. **Usage Requirements**:
+   - Must be running in an MCP context (session must be available)
+   - Session must provide `clientCapabilities.sampling` capability
+
+5. **Best Practices**:
+   - Always configure a non-MCP fallback provider
+   - Use `mcp` for main/research roles when in MCP environments
+   - Test sampling capability before production use
+
+6. **Troubleshooting**:
+   - "MCP provider requires session context" → Ensure running in MCP environment
+   - See the [MCP Provider Guide](./mcp-provider-guide.md) for detailed troubleshooting
+
 ### Google Vertex AI Configuration
 
 Google Vertex AI is Google Cloud's enterprise AI platform and requires specific configuration:

docs/mcp-provider-guide.md

@@ -0,0 +1,564 @@
+# MCP Provider Integration Guide
+
+## Overview
+
+Task Master provides a **unified MCP provider** for AI operations:
+
+**MCP Provider** (`mcp`) - Modern AI SDK-compatible provider with full structured object generation support
+
+The MCP provider enables Task Master to act as an MCP client, using MCP servers as AI providers alongside traditional API-based providers. This integration follows the existing provider pattern and supports all standard AI operations including structured object generation for PRD parsing and task creation.
+
+## MCP Provider Features
+
+The **MCP Provider** (`mcp`) provides:
+
+✅ **Full AI SDK Compatibility** - Complete LanguageModelV1 interface implementation  
+✅ **Structured Object Generation** - Schema-driven outputs for PRD parsing and task creation  
+✅ **Enhanced Error Handling** - Robust JSON extraction and validation  
+✅ **Session Management** - Automatic session detection and context handling  
+✅ **Schema Validation** - Type-safe object generation with Zod validation  
+
+### Quick Setup
+
+```bash
+# Set MCP provider for main role  
+task-master models set-main --provider mcp --model claude-3-5-sonnet-20241022
+```
+
+For detailed information, see [MCP Provider Documentation](mcp-provider.md).
+
+## What is MCP Provider?
+
+The MCP provider allows Task Master to:
+- Connect to MCP servers/tools as AI providers
+- Use session-based authentication instead of API keys
+- Map AI operations to MCP tool calls
+- Integrate with existing role-based provider assignment
+- Maintain compatibility with fallback chains
+- Support structured object generation for schema-driven features
+
+## Configuration
+
+### MCP Provider Setup
+
+Add MCP provider to your `.taskmaster/config.json`:
+
+```json
+{
+  "models": {
+    "main": {
+      "provider": "mcp",
+      "modelId": "claude-3-5-sonnet-20241022",
+      "maxTokens": 50000,
+      "temperature": 0.2
+    },
+    "research": {
+      "provider": "mcp", 
+      "modelId": "claude-3-5-sonnet-20241022",
+      "maxTokens": 8700,
+      "temperature": 0.1
+    },
+    "fallback": {
+      "provider": "anthropic",
+      "modelId": "claude-3-5-sonnet-20241022"
+    }
+  }
+}
+```
+
+### Available Models
+
+**MCP Provider Models:**
+
+- **`claude-3-5-sonnet-20241022`** - High-performance model for general tasks
+  - **SWE Score**: 0.49
+  - **Features**: Text + Object generation
+
+- **`claude-3-opus-20240229`** - Enhanced reasoning model for complex tasks  
+  - **SWE Score**: 0.725
+  - **Features**: Text + Object generation
+
+- **`mcp-sampling`** - General text generation using MCP client sampling
+  - **SWE Score**: null
+  - **Roles**: Supports main, research, and fallback roles
+  - **SWE Score**: 0.49
+  - **Cost**: $0 (session-based)
+  - **Max Tokens**: 200,000
+  - **Supported Roles**: main, research, fallback
+  - **Features**: Text + Object generation
+
+- **`claude-3-opus-20240229`** - Enhanced reasoning model for complex tasks  
+  - **SWE Score**: 0.725
+  - **Cost**: $0 (session-based)
+  - **Max Tokens**: 200,000
+  - **Supported Roles**: main, research, fallback
+  - **Features**: Text + Object generation
+
+**Basic MCP Provider Models:**
+
+- **`mcp-sampling`** - General text generation using MCP client sampling
+- **`mcp-sampling`** - General text generation using MCP client sampling
+  - **SWE Score**: null
+  - **Roles**: Supports main, research, and fallback roles
+
+### Model ID Format
+
+MCP model IDs use a simple format:
+
+- **`claude-3-5-sonnet-20241022`** - Uses Claude 3.5 Sonnet via MCP sampling
+- **`claude-3-opus-20240229`** - Uses Claude 3 Opus via MCP sampling  
+- **`mcp-sampling`** - Uses MCP client's sampling capability for text generation
+
+## Session Requirements
+
+The MCP provider requires an active MCP session with sampling capabilities:
+
+```javascript
+session: {
+  clientCapabilities: {
+    sampling: {} // Client supports sampling requests
+  }
+}
+```
+
+## Usage Examples
+
+### Basic Text Generation
+
+```javascript
+import { generateTextService } from './scripts/modules/ai-services-unified.js';
+
+const result = await generateTextService({
+  role: 'main',
+  session: mcpSession, // Required for MCP provider
+  prompt: 'Explain MCP integration',
+  systemPrompt: 'You are a helpful AI assistant'
+});
+
+console.log(result.text);
+```
+
+### Structured Object Generation
+
+```javascript
+import { generateObjectService } from './scripts/modules/ai-services-unified.js';
+
+const result = await generateObjectService({
+  role: 'main',
+  session: mcpSession,
+  prompt: 'Create a task breakdown',
+  schema: {
+    type: 'object',
+    properties: {
+      tasks: {
+        type: 'array',
+        items: { type: 'string' }
+      }
+    }
+  }
+});
+
+console.log(result.object);
+```
+
+### Research Operations
+
+```javascript
+const research = await generateTextService({
+  role: 'research',
+  session: mcpSession,
+  prompt: 'Research the latest developments in AI',
+  systemPrompt: 'You are a research assistant'
+});
+```
+
+## CLI Integration
+
+The MCP provider works seamlessly with Task Master CLI commands when running in an MCP context:
+
+```bash
+# Generate tasks using MCP provider (if configured as main)
+task-master add-task "Implement user authentication"
+
+# Research using MCP provider (if configured as research)
+task-master research "OAuth 2.0 best practices"
+
+# Parse PRD using MCP provider
+task-master parse-prd requirements.txt
+```
+
+## Architecture Details
+
+### Provider Architecture
+**MCPProvider** (`mcp-server/src/providers/mcp-provider.js`)
+   - Modern AI SDK-compliant provider for Task Master's MCP server
+   - Auto-registers when MCP sessions connect to Task Master
+   - Enables Task Master to use MCP sessions for AI operations
+   - Supports both text generation and structured object generation
+
+### Auto-Registration Process
+
+When running as an MCP server, Task Master automatically:
+
+```javascript
+// On MCP session connect
+server.on("connect", (event) => {
+  // Check session capabilities
+  if (session.clientCapabilities?.sampling) {
+    // Create and register MCP provider
+    const mcpProvider = new MCPProvider();
+    mcpProvider.setSession(session);
+    
+    // Auto-register with provider registry
+    providerRegistry.registerProvider('mcp', mcpProvider);
+  }
+});
+```
+
+This enables seamless self-referential AI operations within MCP contexts.
+
+### Provider Pattern Integration
+
+The MCP provider follows the same pattern as other providers:
+
+```javascript
+class MCPProvider extends BaseAIProvider {
+  // Implements generateText, generateObject
+  // Uses session context instead of API keys
+  // Maps operations to MCP sampling requests
+}
+```
+
+### Session Detection
+
+The provider automatically detects MCP sampling capability when sessions connect:
+
+```javascript
+// On MCP session connect
+if (session.clientCapabilities?.sampling) {
+  // Auto-register MCP provider for use
+  const mcpProvider = new MCPProvider();
+  mcpProvider.setSession(session);
+}
+```
+
+### Sampling Integration
+
+AI operations use MCP sampling with different levels of support:
+
+- `generateText()` → MCP `requestSampling()` with messages (2-minute timeout) ✅ **Full Support**
+- `streamText()` → **Limited/No Support** ⚠️ See streaming limitations below
+- `generateObject()` → MCP `requestSampling()` with JSON schema instructions (2-minute timeout) ✅ **Full Support**
+
+**Timeout Configuration**: All MCP sampling requests use a 2-minute (120,000ms) timeout to accommodate complex AI operations.
+
+#### Streaming Text Limitations ⚠️
+
+**Important**: The MCP provider has **no support** for text streaming:
+
+**MCPProvider**:
+- **❌ No Streaming Support**: Throws error "MCP Provider does not support streaming text, use generateText instead"  
+- **Solution**: Always use `generateText()` instead of `streamText()` with this provider
+
+**Recommendation**: For streaming functionality, configure a non-MCP fallback provider (like Anthropic or OpenAI) in your fallback role.
+
+### Error Handling
+
+The MCP provider includes comprehensive error handling:
+
+- Session validation errors (checks for `clientCapabilities.sampling`)
+- MCP sampling request failures
+- JSON parsing errors (for structured output)
+- Automatic fallback to other providers
+
+### Best Practices
+
+### 1. Configure Fallbacks
+
+Always configure a non-MCP fallback provider, especially for streaming operations:
+
+```json
+{
+  "models": {
+    "main": {
+      "provider": "mcp",
+      "modelId": "mcp-sampling"
+    },
+    "fallback": {
+      "provider": "anthropic",
+      "modelId": "claude-3-5-sonnet-20241022"
+    }
+  }
+}
+```
+
+### 2. Avoid Streaming with MCP
+
+**Do not use `streamTextService()` with MCP provider**. Use `generateTextService()` instead:
+
+```javascript
+// ❌ Don't do this with MCP provider
+const result = await streamTextService({
+  role: 'main', // MCP provider
+  session: mcpSession,
+  prompt: 'Generate content'
+});
+
+// ✅ Do this instead
+const result = await generateTextService({
+  role: 'main', // MCP provider
+  session: mcpSession,
+  prompt: 'Generate content'
+});
+```
+
+### 3. Session Management
+
+Ensure your MCP session remains active throughout Task Master operations:
+
+```javascript
+// Check session health before operations
+if (!session || !session.capabilities) {
+  throw new Error('MCP session not available');
+}
+```
+
+### 4. Tool Availability
+
+Verify required capabilities are available in your MCP session:
+
+```javascript
+// Check session health and capabilities
+if (session && session.clientCapabilities && session.clientCapabilities.sampling) {
+  console.log('MCP sampling available');
+} else {
+  console.log('MCP sampling not available');
+}
+```
+
+### 5. Error Recovery
+
+Handle MCP-specific errors gracefully:
+
+```javascript
+try {
+  const result = await generateTextService({
+    role: 'main',
+    session: mcpSession,
+    prompt: 'Generate content'
+  });
+} catch (error) {
+  if (error.message.includes('MCP')) {
+    // Handle MCP-specific error
+    console.log('MCP error, falling back to alternate provider');
+  }
+}
+```
+
+## Troubleshooting
+
+### Common Issues
+
+1. **"MCP provider requires session context"**
+   - Ensure `session` parameter is passed to service calls
+   - Verify session has proper structure
+   - Check that you're running in an MCP environment
+
+2. **"MCP session must have client sampling capabilities"**
+   - Check that `session.clientCapabilities.sampling` exists
+   - Verify session has `requestSampling()` method
+   - Ensure MCP client supports sampling feature
+
+3. **"MCP Provider does not support streaming text, use generateText instead"**
+   - **Common Error**: Occurs when calling `streamTextService()` with MCP provider
+   - **Solution**: Use `generateTextService()` instead of `streamTextService()`
+   - **Alternative**: Configure a non-MCP fallback provider for streaming operations
+
+4. **"MCP sampling failed"** or **Timeout errors**
+   - Check MCP client is responding to sampling requests
+   - Verify session is still active and connected
+   - Consider if request complexity requires longer processing time
+   - Check for network connectivity issues
+
+5. **"Model ID is required for MCP Remote Provider"**
+   - Ensure `modelId` is specified in configuration
+   - Use `mcp-sampling` as the standard model ID
+   - Verify provider configuration is properly loaded
+
+6. **Auto-registration failures**
+   - Check that MCP session has required sampling capabilities
+   - Verify server event listeners are properly configured
+   - Look for provider registry initialization issues
+
+### Streaming-Related Issues
+
+**Error**: `streamTextService()` calls fail with MCP provider
+**Cause**: MCP provider has no streaming support
+**Solutions**:
+- Use `generateTextService()` for all MCP-based text generation
+- Configure non-MCP fallback providers for streaming requirements
+- Check your provider configuration to ensure fallback chain includes streaming-capable providers
+
+### Debug Mode
+
+Enable debug logging to see MCP provider operations:
+
+```javascript
+// Set debug flag in config or environment
+process.env.DEBUG = 'true';
+
+// Or in .taskmasterconfig
+{
+  "debug": true,
+  "models": { /* ... */ }
+}
+```
+
+### Testing MCP Integration
+
+Test MCP provider functionality:
+
+```javascript
+// Check if MCP provider is properly registered
+import { MCPProvider } from './mcp-server/src/providers/mcp-provider.js';
+
+// Test session capabilities
+if (session && session.clientCapabilities && session.clientCapabilities.sampling) {
+  console.log('MCP sampling available');
+  
+  // Test provider creation
+  const provider = new MCPProvider();
+  provider.setSession(session);
+  console.log('MCP provider created successfully');
+} else {
+  console.log('MCP session lacks required capabilities');
+}
+```
+
+## Integration with Development Tools
+
+### VS Code with MCP Extension
+
+When using Task Master in VS Code with MCP support:
+
+1. Configure Task Master MCP server in your `.vscode/mcp.json`
+2. Set MCP provider as main/research in `.taskmaster/config.json`
+3. Benefit from integrated AI assistance within your development workflow
+4. Use Task Master tools directly from VS Code's MCP interface
+
+**Example VS Code MCP Configuration:**
+```json
+{
+  "servers": {
+    "task-master-dev": {
+      "command": "node",
+      "args": ["mcp-server/server.js"],
+      "cwd": "/path/to/your/task-master-project",
+      "env": {
+        "NODE_ENV": "development",
+        "ANTHROPIC_API_KEY": "${env:ANTHROPIC_API_KEY}",
+        "TASK_MASTER_PROJECT_ROOT": "/path/to/your/project"
+      }
+    }
+  }
+}
+```
+
+### Claude Desktop
+
+When using Task Master through Claude Desktop's MCP integration:
+
+1. Configure Task Master as MCP provider in Claude Desktop
+2. Use MCP provider for AI operations within Task Master
+3. Benefit from nested MCP tool calling capabilities
+
+### Cursor and Other MCP Clients
+
+The MCP provider works with any MCP-compatible development environment:
+
+1. Ensure your IDE has MCP client capabilities
+2. Configure Task Master MCP server endpoint
+3. Use MCP provider for enhanced AI-driven development
+
+## Advanced Configuration
+
+### Custom Tool Mapping
+
+Advanced users can use MCP sampling for all roles:
+
+```javascript
+// MCP sampling for all roles
+{
+  "models": {
+    "main": {
+      "provider": "mcp",
+      "modelId": "mcp-sampling"
+    }
+  }
+}
+```
+
+### Role-Specific Configuration
+
+Configure MCP sampling for different roles:
+
+```json
+{
+  "models": {
+    "main": {
+      "provider": "mcp",
+      "modelId": "mcp-sampling"
+    },
+    "research": {
+      "provider": "mcp", 
+      "modelId": "mcp-sampling"
+    },
+    "fallback": {
+      "provider": "mcp",
+      "modelId": "backup-server:simple-generation"
+    }
+  }
+}
+```
+
+### API Reference
+
+### MCPProvider Methods
+
+- `generateText(params)` - Generate text using MCP sampling ✅ **Supported**
+- `streamText(params)` - Stream text ❌ **Not supported** (throws error)
+- `generateObject(params)` - Generate structured objects ✅ **Supported**
+- `setSession(session)` - Update provider session
+- `validateAuth(params)` - Validate session capabilities
+- `getClient()` - Returns null (not applicable for MCP)
+
+### Required Parameters
+
+All MCP operations require:
+- `session` - Active MCP session object (auto-provided when registered)
+- `modelId` - MCP model identifier (typically "mcp-sampling")
+- `messages` - Array of message objects
+
+### Optional Parameters
+
+- `temperature` - Creativity control (if supported by MCP client)
+- `maxTokens` - Maximum response length (if supported)
+- `schema` - JSON schema for structured output (generateObject only)
+
+## Security Considerations
+
+1. **Session Security**: MCP sessions should be properly authenticated
+2. **Server Validation**: Only connect to trusted MCP servers
+3. **Data Privacy**: Ensure MCP clients handle data according to your privacy requirements
+4. **Error Exposure**: Be careful not to expose sensitive session information in error messages
+
+## Future Enhancements
+
+Planned improvements for MCP provider:
+
+1. **Native Streaming Support** - True streaming for compatible MCP clients (requires MCP protocol updates)
+2. **Enhanced Session Monitoring** - Automatic session validation and recovery
+3. **Performance Optimization** - Caching and connection pooling
+4. **Advanced Error Recovery** - Intelligent retry and fallback strategies
+
+**Note**: True streaming support depends on future MCP protocol enhancements. Current implementation provides text generation without streaming capabilities.

docs/mcp-provider.md

@@ -0,0 +1,350 @@
+# MCP Provider Implementation
+
+## Overview
+
+The MCP Provider creates a modern AI SDK-compliant custom provider that integrates with the existing Task Master MCP server infrastructure. This provider enables AI operations through MCP session sampling while following modern AI SDK patterns and **includes full support for structured object generation (generateObject)** for schema-driven features like PRD parsing and task creation.
+
+## Architecture
+
+### Components
+
+1. **MCPProvider** (`mcp-server/src/providers/mcp-provider.js`)
+   - Main provider class following Claude Code pattern
+   - Session-based provider (no API key required)
+   - Registers with provider registry on MCP server connect
+
+2. **AI SDK Implementation** (`mcp-server/src/custom-sdk/`)
+   - `index.js` - Provider factory function
+   - `language-model.js` - LanguageModelV1 implementation with **doGenerateObject support**
+   - `message-converter.js` - Format conversion utilities
+   - `json-extractor.js` - **NEW**: Robust JSON extraction from AI responses
+   - `schema-converter.js` - **NEW**: Schema-to-instructions conversion utility
+   - `errors.js` - Error handling and mapping
+
+3. **Integration Points**
+   - MCP Server registration (`mcp-server/src/index.js`)
+   - AI Services integration (`scripts/modules/ai-services-unified.js`)
+   - Model configuration (`scripts/modules/supported-models.json`)
+
+### Session Flow
+
+```
+MCP Client Connect → MCP Server → registerRemoteProvider()
+                                        ↓
+                           MCPRemoteProvider (existing)
+                           MCPProvider 
+                                        ↓
+                               Provider Registry
+                                        ↓
+                               AI Services Layer
+                                        ↓
+                        Text Generation + Object Generation
+```
+
+## Implementation Details
+
+### Provider Registration
+
+The MCP server registers **both** providers when a client connects:
+
+```javascript
+// mcp-server/src/index.js
+registerRemoteProvider(session) {
+  if (session?.clientCapabilities?.sampling) {
+    // Register existing provider
+    // Register unified MCP provider
+    const mcpProvider = new MCPProvider();
+    mcpProvider.setSession(session);
+    
+    const providerRegistry = ProviderRegistry.getInstance();
+    providerRegistry.registerProvider('mcp', mcpProvider);
+  }
+}
+```
+
+### AI Services Integration
+
+The AI services layer includes the new provider:
+
+```javascript
+// scripts/modules/ai-services-unified.js
+const PROVIDERS = {
+  // ... other providers
+  'mcp': () => {
+    const providerRegistry = ProviderRegistry.getInstance();
+    return providerRegistry.getProvider('mcp');
+  }
+};
+```
+
+### Message Conversion
+
+The provider converts between AI SDK and MCP formats:
+
+```javascript
+// AI SDK prompt → MCP sampling format
+const { messages, systemPrompt } = convertToMCPFormat(options.prompt);
+
+// MCP response → AI SDK format
+const result = convertFromMCPFormat(response);
+```
+
+## Structured Object Generation (generateObject)
+
+### Overview
+
+The MCP Provider includes full support for structured object generation, enabling schema-driven features like PRD parsing, task creation, and any operations requiring validated JSON outputs.
+
+### Architecture
+
+The generateObject implementation includes:
+
+1. **Schema-to-Instructions Conversion** (`schema-converter.js`)
+   - Converts Zod schemas to natural language instructions
+   - Generates example outputs to guide AI responses
+   - Handles complex nested schemas and validation requirements
+
+2. **JSON Extraction Pipeline** (`json-extractor.js`)
+   - Multiple extraction strategies for robust JSON parsing
+   - Handles code blocks, malformed JSON, and various response formats
+   - Fallback mechanisms for maximum reliability
+
+3. **Validation System**
+   - Complete schema validation using Zod
+   - Detailed error reporting for failed validations
+   - Type-safe object generation
+
+### Implementation Details
+
+#### doGenerateObject Method
+
+The `MCPLanguageModel` class implements the AI SDK's `doGenerateObject` method:
+
+```javascript
+async doGenerateObject({ schema, objectName, prompt, ...options }) {
+  // Convert schema to instructions
+  const instructions = convertSchemaToInstructions(schema, objectName);
+  
+  // Enhance prompt with structured output requirements
+  const enhancedPrompt = enhancePromptForObjectGeneration(prompt, instructions);
+  
+  // Generate response via MCP sampling
+  const response = await this.doGenerate({ prompt: enhancedPrompt, ...options });
+  
+  // Extract and validate JSON
+  const extractedJson = extractJsonFromResponse(response.text);
+  const validatedObject = schema.parse(extractedJson);
+  
+  return {
+    object: validatedObject,
+    usage: response.usage,
+    finishReason: response.finishReason
+  };
+}
+```
+
+#### AI SDK Compatibility
+
+The provider includes required properties for AI SDK object generation:
+
+```javascript
+class MCPLanguageModel {
+  get defaultObjectGenerationMode() {
+    return 'tool';
+  }
+  
+  get supportsStructuredOutputs() {
+    return true;
+  }
+  
+  // ... doGenerateObject implementation
+}
+```
+
+### Usage Examples
+
+#### PRD Parsing
+
+```javascript
+import { z } from 'zod';
+
+const taskSchema = z.object({
+  title: z.string(),
+  description: z.string(),
+  priority: z.enum(['high', 'medium', 'low']),
+  dependencies: z.array(z.number()).optional()
+});
+
+const result = await generateObject({
+  model: mcpModel,
+  schema: taskSchema,
+  prompt: 'Parse this PRD section into a task: [PRD content]'
+});
+
+console.log(result.object); // Validated task object
+```
+
+#### Task Creation
+
+```javascript
+const taskCreationSchema = z.object({
+  task: z.object({
+    title: z.string(),
+    description: z.string(),
+    details: z.string(),
+    testStrategy: z.string(),
+    priority: z.enum(['high', 'medium', 'low']),
+    dependencies: z.array(z.number()).optional()
+  })
+});
+
+const result = await generateObject({
+  model: mcpModel,
+  schema: taskCreationSchema,
+  prompt: 'Create a comprehensive task for implementing user authentication'
+});
+```
+
+### Error Handling
+
+The implementation provides comprehensive error handling:
+
+- **Schema Validation Errors**: Detailed Zod validation messages
+- **JSON Extraction Failures**: Fallback strategies and clear error reporting
+- **MCP Communication Errors**: Proper error mapping and recovery
+- **Timeout Handling**: Configurable timeouts for long-running operations
+
+### Testing
+
+The generateObject functionality is fully tested:
+
+```bash
+# Test object generation
+npm test -- --grep "generateObject"
+
+# Test with actual MCP session
+node test-object-generation.js
+```
+
+### Supported Features
+
+✅ **Schema Conversion**: Zod schemas → Natural language instructions  
+✅ **JSON Extraction**: Multiple strategies for robust parsing  
+✅ **Validation**: Complete schema validation with error reporting  
+✅ **Error Recovery**: Fallback mechanisms for failed extractions  
+✅ **Type Safety**: Full TypeScript support with inferred types  
+✅ **AI SDK Compliance**: Complete LanguageModelV1 interface implementation  
+
+## Usage
+
+### Configuration
+
+Add to supported models configuration:
+
+```json
+{
+  "mcp": [
+    {
+      "id": "claude-3-5-sonnet-20241022",
+      "swe_score": 0.623,
+      "cost_per_1m_tokens": { "input": 0, "output": 0 },
+      "allowed_roles": ["main", "fallback", "research"],
+      "max_tokens": 200000
+    }
+  ]
+}
+```
+
+### CLI Usage
+
+```bash
+# Set provider for main role
+tm models set-main --provider mcp --model claude-3-5-sonnet-20241022
+
+# Use in task operations
+tm add-task "Create user authentication system"
+```
+
+### Programmatic Usage
+
+```javascript
+const provider = registry.getProvider('mcp');
+if (provider && provider.hasValidSession()) {
+  const client = provider.getClient({ temperature: 0.7 });
+  const model = client({ modelId: 'claude-3-5-sonnet-20241022' });
+  
+  const result = await model.doGenerate({
+    prompt: [
+      { role: 'user', content: 'Hello!' }
+    ]
+  });
+}
+```
+
+## Testing
+
+### Component Tests
+
+```bash
+# Test individual components
+node test-mcp-components.js
+```
+
+### Integration Testing
+
+1. Start MCP server
+2. Connect Claude client
+3. Verify both providers are registered
+4. Test AI operations through mcp provider
+
+### Validation Checklist
+
+- ✅ Provider creation and initialization
+- ✅ Registry integration
+- ✅ Session management
+- ✅ Message conversion
+- ✅ Error handling
+- ✅ AI Services integration
+- ✅ Model configuration
+
+## Key Benefits
+
+1. **AI SDK Compliance** - Full LanguageModelV1 implementation
+2. **Session Integration** - Leverages existing MCP session infrastructure
+3. **Registry Pattern** - Uses provider registry for discovery
+4. **Backward Compatibility** - Coexists with existing MCPRemoteProvider
+5. **Future Ready** - Supports AI SDK features and patterns
+
+## Troubleshooting
+
+### Provider Not Found
+
+```
+Error: Provider "mcp" not found in registry
+```
+
+**Solution**: Ensure MCP server is running and client is connected
+
+### Session Errors
+
+```
+Error: MCP Provider requires active MCP session
+```
+
+**Solution**: Check MCP client connection and session capabilities
+
+### Sampling Errors
+
+```
+Error: MCP session must have client sampling capabilities
+```
+
+**Solution**: Verify MCP client supports sampling operations
+
+## Next Steps
+
+1. **Performance Optimization** - Add caching and connection pooling
+2. **Enhanced Streaming** - Implement native streaming if MCP supports it
+3. **Tool Integration** - Add support for function calling through MCP tools
+4. **Monitoring** - Add metrics and logging for provider usage
+5. **Documentation** - Update user guides and API documentation

docs/models.md

@@ -1,4 +1,4 @@
-# Available Models as of July 2, 2025
+# Available Models as of July 10, 2025
 
 ## Main Models
 
@@ -40,6 +40,7 @@
 | perplexity  | sonar-reasoning                                | 0.211     | 1          | 5           |
 | xai         | grok-3                                         | —         | 3          | 15          |
 | xai         | grok-3-fast                                    | —         | 5          | 25          |
+| xai         | grok-4                                         | —         | 3          | 15          |
 | ollama      | devstral:latest                                | —         | 0          | 0           |
 | ollama      | qwen3:latest                                   | —         | 0          | 0           |
 | ollama      | qwen3:14b                                      | —         | 0          | 0           |
@@ -72,8 +73,18 @@
 | openrouter  | mistralai/devstral-small                       | —         | 0.1        | 0.3         |
 | openrouter  | mistralai/mistral-nemo                         | —         | 0.03       | 0.07        |
 | openrouter  | thudm/glm-4-32b:free                           | —         | 0          | 0           |
+| groq        | llama-3.3-70b-versatile                        | 0.55      | 0.59       | 0.79        |
+| groq        | llama-3.1-8b-instant                           | 0.32      | 0.05       | 0.08        |
+| groq        | llama-4-scout                                  | 0.45      | 0.11       | 0.34        |
+| groq        | llama-4-maverick                               | 0.52      | 0.5        | 0.77        |
+| groq        | mixtral-8x7b-32768                             | 0.35      | 0.24       | 0.24        |
+| groq        | qwen-qwq-32b-preview                           | 0.4       | 0.18       | 0.18        |
+| groq        | deepseek-r1-distill-llama-70b                  | 0.52      | 0.75       | 0.99        |
+| groq        | gemma2-9b-it                                   | 0.3       | 0.2        | 0.2         |
+| groq        | whisper-large-v3                               | —         | 0.11       | 0           |
 | claude-code | opus                                           | 0.725     | 0          | 0           |
 | claude-code | sonnet                                         | 0.727     | 0          | 0           |
+| mcp         | mcp-sampling                                   | —         | 0          | 0           |
 | gemini-cli  | gemini-2.5-pro                                 | 0.72      | 0          | 0           |
 | gemini-cli  | gemini-2.5-flash                               | 0.71      | 0          | 0           |
 
@@ -97,8 +108,15 @@
 | perplexity  | sonar-reasoning                              | 0.211     | 1          | 5           |
 | xai         | grok-3                                       | —         | 3          | 15          |
 | xai         | grok-3-fast                                  | —         | 5          | 25          |
+| xai         | grok-4                                       | —         | 3          | 15          |
+| groq        | llama-3.3-70b-versatile                      | 0.55      | 0.59       | 0.79        |
+| groq        | llama-4-scout                                | 0.45      | 0.11       | 0.34        |
+| groq        | llama-4-maverick                             | 0.52      | 0.5        | 0.77        |
+| groq        | qwen-qwq-32b-preview                         | 0.4       | 0.18       | 0.18        |
+| groq        | deepseek-r1-distill-llama-70b                | 0.52      | 0.75       | 0.99        |
 | claude-code | opus                                         | 0.725     | 0          | 0           |
 | claude-code | sonnet                                       | 0.727     | 0          | 0           |
+| mcp         | mcp-sampling                                 | —         | 0          | 0           |
 | gemini-cli  | gemini-2.5-pro                               | 0.72      | 0          | 0           |
 | gemini-cli  | gemini-2.5-flash                             | 0.71      | 0          | 0           |
 
@@ -133,6 +151,7 @@
 | perplexity  | sonar-reasoning                                | 0.211     | 1          | 5           |
 | xai         | grok-3                                         | —         | 3          | 15          |
 | xai         | grok-3-fast                                    | —         | 5          | 25          |
+| xai         | grok-4                                         | —         | 3          | 15          |
 | ollama      | devstral:latest                                | —         | 0          | 0           |
 | ollama      | qwen3:latest                                   | —         | 0          | 0           |
 | ollama      | qwen3:14b                                      | —         | 0          | 0           |
@@ -163,7 +182,15 @@
 | openrouter  | mistralai/mistral-small-3.1-24b-instruct       | —         | 0.1        | 0.3         |
 | openrouter  | mistralai/mistral-nemo                         | —         | 0.03       | 0.07        |
 | openrouter  | thudm/glm-4-32b:free                           | —         | 0          | 0           |
+| groq        | llama-3.3-70b-versatile                        | 0.55      | 0.59       | 0.79        |
+| groq        | llama-3.1-8b-instant                           | 0.32      | 0.05       | 0.08        |
+| groq        | llama-4-scout                                  | 0.45      | 0.11       | 0.34        |
+| groq        | llama-4-maverick                               | 0.52      | 0.5        | 0.77        |
+| groq        | mixtral-8x7b-32768                             | 0.35      | 0.24       | 0.24        |
+| groq        | qwen-qwq-32b-preview                           | 0.4       | 0.18       | 0.18        |
+| groq        | gemma2-9b-it                                   | 0.3       | 0.2        | 0.2         |
 | claude-code | opus                                           | 0.725     | 0          | 0           |
 | claude-code | sonnet                                         | 0.727     | 0          | 0           |
+| mcp         | mcp-sampling                                   | —         | 0          | 0           |
 | gemini-cli  | gemini-2.5-pro                                 | 0.72      | 0          | 0           |
 | gemini-cli  | gemini-2.5-flash                               | 0.71      | 0          | 0           |

docs/providers/gemini-cli.md

@@ -4,11 +4,11 @@ The Gemini CLI provider allows you to use Google's Gemini models through the Gem
 
 ## Why Use Gemini CLI?
 
-The primary benefit of using the `gemini-cli` provider is to leverage your existing Gemini Pro subscription or OAuth authentication configured through the Gemini CLI. This is ideal for users who:
+The primary benefit of using the `gemini-cli` provider is to leverage your existing Personal Gemini Code Assist license/usage Google offers for free, or Gemini Code Assist Standard/Enterprise subscription you may already have, via OAuth configured through the Gemini CLI. This is ideal for users who:
 
-- Have an active Gemini subscription
+- Have an active Gemini Code Assist license (including those using the free tier offere by Google)
 - Want to use OAuth authentication instead of managing API keys
-- Have already configured authentication via `gemini auth login`
+- Have already configured authentication via `gemini` OAuth login
 
 ## Installation
 
@@ -26,11 +26,11 @@ npm install -g @google/gemini-cli
 The Gemini CLI provider is designed to use your pre-configured OAuth authentication:
 
 ```bash
-# Authenticate with your Google account
-gemini auth login
+# Launch Gemini CLI and go through the authentication procedure
+gemini
 ```
 
-This will open a browser window for OAuth authentication. Once authenticated, Task Master will automatically use these credentials when you select the `gemini-cli` provider.
+For OAuth use, select `Login with Google` - This will open a browser window for OAuth authentication. Once authenticated, Task Master will automatically use these credentials when you select the `gemini-cli` provider and models.
 
 ### Alternative Method: API Key
 
@@ -42,8 +42,18 @@ export GEMINI_API_KEY="your-gemini-api-key"
 
 **Note:** If you want to use API keys, consider using the standard `google` provider instead, as `gemini-cli` is specifically designed for OAuth/subscription users.
 
+More details on authentication steps and options can be found in the [gemini-cli GitHub README](https://github.com/google-gemini/gemini-cli).
+
 ## Configuration
 
+Use the `task-master init` command to run through the guided initialization:
+
+```bash
+task-master init
+```
+
+**OR**
+
 Configure `gemini-cli` as a provider using the Task Master models command:
 
 ```bash
@@ -54,14 +64,44 @@ task-master models --set-main gemini-2.5-pro --gemini-cli
 task-master models --set-main gemini-2.5-flash --gemini-cli
 ```
 
-You can also manually edit your `.taskmaster/config/providers.json`:
+You can also manually edit your `.taskmaster/config.json`:
 
 ```json
 {
+  "models": {
     "main": {
       "provider": "gemini-cli",
-    "model": "gemini-2.5-flash"
+      "modelId": "gemini-2.5-pro",
+      "maxTokens": 65536,
+      "temperature": 0.2
+    },
+    "research": {
+      "provider": "gemini-cli",
+      "modelId": "gemini-2.5-pro",
+      "maxTokens": 65536,
+      "temperature": 0.1
+    },
+    "fallback": {
+      "provider": "gemini-cli",
+      "modelId": "gemini-2.5-flash",
+      "maxTokens": 65536,
+      "temperature": 0.2
     }
+  },
+  "global": {
+    "logLevel": "info",
+    "debug": false,
+    "defaultNumTasks": 10,
+    "defaultSubtasks": 5,
+    "defaultPriority": "medium",
+    "projectName": "Taskmaster",
+    "ollamaBaseURL": "http://localhost:11434/api",
+    "bedrockBaseURL": "https://bedrock.us-east-1.amazonaws.com",
+    "responseLanguage": "English",
+    "defaultTag": "master",
+    "azureOpenaiBaseURL": "https://your-endpoint.openai.azure.com/"
+  },
+  "claudeCode": {}
 }
 ```
 
@@ -75,45 +115,11 @@ The gemini-cli provider supports only two models:
 
 ### Basic Usage
 
-Once authenticated with `gemini auth login` and configured, simply use Task Master as normal:
+Once gemini-cli is installed and authenticated, and Task Master  simply use Task Master as normal:
 
 ```bash
 # The provider will automatically use your OAuth credentials
-task-master new "Create a hello world function"
-```
-
-### With Specific Parameters
-
-Configure model parameters in your providers.json:
-
-```json
-{
-  "main": {
-    "provider": "gemini-cli",
-    "model": "gemini-2.5-pro",
-    "parameters": {
-      "maxTokens": 65536,
-      "temperature": 0.7
-    }
-  }
-}
-```
-
-### As Fallback Provider
-
-Use gemini-cli as a fallback when your primary provider is unavailable:
-
-```json
-{
-  "main": {
-    "provider": "anthropic",
-    "model": "claude-3-5-sonnet-latest"
-  },
-  "fallback": {
-    "provider": "gemini-cli",
-    "model": "gemini-2.5-flash"
-  }
-}
+task-master parse-prd my-prd.txt
 ```
 
 ## Troubleshooting
@@ -122,9 +128,9 @@ Use gemini-cli as a fallback when your primary provider is unavailable:
 
 If you get an authentication error:
 
-1. **Primary solution**: Run `gemini auth login` to authenticate with your Google account
-2. **Check authentication status**: Run `gemini auth status` to verify you're logged in
-3. **If using API key** (not recommended): Ensure `GEMINI_API_KEY` is set correctly
+1. **Primary solution**: Run `gemini` to authenticate with your Google account - use `/auth` slash command in **gemini-cli** to change authentication method if desired.
+2. **Check authentication status**: Run `gemini` and use `/about` to verify your Auth Method and GCP Project if applicable.
+3. **If using API key** (not recommended): Ensure `GEMINI_API_KEY` env variable is set correctly, see the gemini-cli README.md for more info.
 
 ### "Model not found" Error
 
@@ -146,23 +152,9 @@ npm install -g @google/gemini-cli
 gemini --version
 ```
 
-### Custom Endpoints
-
-Custom endpoints can be configured if needed:
-
-```json
-{
-  "main": {
-    "provider": "gemini-cli",
-    "model": "gemini-2.5-pro",
-    "baseURL": "https://custom-endpoint.example.com"
-  }
-}
-```
-
 ## Important Notes
 
-- **OAuth vs API Key**: This provider is specifically designed for users who want to use OAuth authentication via `gemini auth login`. If you prefer using API keys, consider using the standard `google` provider instead.
+- **OAuth vs API Key**: This provider is specifically designed for users who want to use OAuth authentication via gemini-cli. If you prefer using API keys, consider using the standard `google` provider instead.
 - **Limited Model Support**: Only `gemini-2.5-pro` and `gemini-2.5-flash` are available through gemini-cli.
 - **Subscription Benefits**: Using OAuth authentication allows you to leverage any subscription benefits associated with your Google account.
 - The provider uses the `ai-sdk-provider-gemini-cli` npm package internally.

mcp-server/src/custom-sdk/errors.js

@@ -0,0 +1,106 @@
+/**
+ * src/ai-providers/custom-sdk/mcp/errors.js
+ *
+ * Error handling utilities for MCP AI SDK provider.
+ * Maps MCP errors to AI SDK compatible error types.
+ */
+
+/**
+ * MCP-specific error class
+ */
+export class MCPError extends Error {
+	constructor(message, options = {}) {
+		super(message);
+		this.name = 'MCPError';
+		this.code = options.code;
+		this.cause = options.cause;
+		this.mcpResponse = options.mcpResponse;
+	}
+}
+
+/**
+ * Session-related error
+ */
+export class MCPSessionError extends MCPError {
+	constructor(message, options = {}) {
+		super(message, options);
+		this.name = 'MCPSessionError';
+	}
+}
+
+/**
+ * Sampling-related error
+ */
+export class MCPSamplingError extends MCPError {
+	constructor(message, options = {}) {
+		super(message, options);
+		this.name = 'MCPSamplingError';
+	}
+}
+
+/**
+ * Map MCP errors to AI SDK compatible error types
+ * @param {Error} error - Original error
+ * @returns {Error} Mapped error
+ */
+export function mapMCPError(error) {
+	// If already an MCP error, return as-is
+	if (error instanceof MCPError) {
+		return error;
+	}
+
+	const message = error.message || 'Unknown MCP error';
+	const originalError = error;
+
+	// Map common error patterns
+	if (message.includes('session') || message.includes('connection')) {
+		return new MCPSessionError(message, {
+			cause: originalError,
+			code: 'SESSION_ERROR'
+		});
+	}
+
+	if (message.includes('sampling') || message.includes('timeout')) {
+		return new MCPSamplingError(message, {
+			cause: originalError,
+			code: 'SAMPLING_ERROR'
+		});
+	}
+
+	if (message.includes('capabilities') || message.includes('not supported')) {
+		return new MCPSessionError(message, {
+			cause: originalError,
+			code: 'CAPABILITY_ERROR'
+		});
+	}
+
+	// Default to generic MCP error
+	return new MCPError(message, {
+		cause: originalError,
+		code: 'UNKNOWN_ERROR'
+	});
+}
+
+/**
+ * Check if error is retryable
+ * @param {Error} error - Error to check
+ * @returns {boolean} True if error might be retryable
+ */
+export function isRetryableError(error) {
+	if (error instanceof MCPSamplingError && error.code === 'SAMPLING_ERROR') {
+		return true;
+	}
+
+	if (error instanceof MCPSessionError && error.code === 'SESSION_ERROR') {
+		// Session errors are generally not retryable
+		return false;
+	}
+
+	// Check for common retryable patterns
+	const message = error.message?.toLowerCase() || '';
+	return (
+		message.includes('timeout') ||
+		message.includes('network') ||
+		message.includes('temporary')
+	);
+}

mcp-server/src/custom-sdk/index.js

@@ -0,0 +1,47 @@
+/**
+ * src/ai-providers/custom-sdk/mcp/index.js
+ *
+ * AI SDK factory function for MCP provider.
+ * Creates MCP language model instances with session-based AI operations.
+ */
+
+import { MCPLanguageModel } from './language-model.js';
+
+/**
+ * Create MCP provider factory function following AI SDK patterns
+ * @param {object} options - Provider options
+ * @param {object} options.session - MCP session object
+ * @param {object} options.defaultSettings - Default settings for the provider
+ * @returns {Function} Provider factory function
+ */
+export function createMCP(options = {}) {
+	if (!options.session) {
+		throw new Error('MCP provider requires session object');
+	}
+
+	// Return the provider factory function that AI SDK expects
+	const provider = function (modelId, settings = {}) {
+		if (new.target) {
+			throw new Error(
+				'The MCP model function cannot be called with the new keyword.'
+			);
+		}
+
+		return new MCPLanguageModel({
+			session: options.session,
+			modelId: modelId || 'claude-3-5-sonnet-20241022',
+			settings: {
+				temperature: settings.temperature,
+				maxTokens: settings.maxTokens,
+				...options.defaultSettings,
+				...settings
+			}
+		});
+	};
+
+	// Add required methods for AI SDK compatibility
+	provider.languageModel = (modelId, settings) => provider(modelId, settings);
+	provider.chat = (modelId, settings) => provider(modelId, settings);
+
+	return provider;
+}

mcp-server/src/custom-sdk/json-extractor.js

@@ -0,0 +1,109 @@
+/**
+ * @fileoverview Extract JSON from MCP response, handling markdown blocks and other formatting
+ */
+
+/**
+ * Extract JSON from MCP AI response
+ * @param {string} text - The text to extract JSON from
+ * @returns {string} - The extracted JSON string
+ */
+export function extractJson(text) {
+	// Remove markdown code blocks if present
+	let jsonText = text.trim();
+
+	// Remove ```json blocks
+	jsonText = jsonText.replace(/^```json\s*/gm, '');
+	jsonText = jsonText.replace(/^```\s*/gm, '');
+	jsonText = jsonText.replace(/```\s*$/gm, '');
+
+	// Remove common TypeScript/JavaScript patterns
+	jsonText = jsonText.replace(/^const\s+\w+\s*=\s*/, ''); // Remove "const varName = "
+	jsonText = jsonText.replace(/^let\s+\w+\s*=\s*/, ''); // Remove "let varName = "
+	jsonText = jsonText.replace(/^var\s+\w+\s*=\s*/, ''); // Remove "var varName = "
+	jsonText = jsonText.replace(/;?\s*$/, ''); // Remove trailing semicolons
+
+	// Remove explanatory text before JSON (common with AI responses)
+	jsonText = jsonText.replace(/^.*?(?=\{|\[)/s, '');
+
+	// Remove explanatory text after JSON
+	const lines = jsonText.split('\n');
+	let jsonEndIndex = -1;
+	let braceCount = 0;
+	let inString = false;
+	let escapeNext = false;
+
+	// Find the end of the JSON by tracking braces
+	for (let i = 0; i < jsonText.length; i++) {
+		const char = jsonText[i];
+
+		if (escapeNext) {
+			escapeNext = false;
+			continue;
+		}
+
+		if (char === '\\') {
+			escapeNext = true;
+			continue;
+		}
+
+		if (char === '"' && !escapeNext) {
+			inString = !inString;
+			continue;
+		}
+
+		if (!inString) {
+			if (char === '{' || char === '[') {
+				braceCount++;
+			} else if (char === '}' || char === ']') {
+				braceCount--;
+				if (braceCount === 0) {
+					jsonEndIndex = i;
+					break;
+				}
+			}
+		}
+	}
+
+	if (jsonEndIndex > -1) {
+		jsonText = jsonText.substring(0, jsonEndIndex + 1);
+	}
+
+	// Try to extract JSON object or array if previous method didn't work
+	if (jsonEndIndex === -1) {
+		const objectMatch = jsonText.match(/{[\s\S]*}/);
+		const arrayMatch = jsonText.match(/\[[\s\S]*\]/);
+
+		if (objectMatch) {
+			jsonText = objectMatch[0];
+		} else if (arrayMatch) {
+			jsonText = arrayMatch[0];
+		}
+	}
+
+	// First try to parse as valid JSON
+	try {
+		JSON.parse(jsonText);
+		return jsonText;
+	} catch {
+		// If it's not valid JSON, it might be a JavaScript object literal
+		// Try to convert it to valid JSON
+		try {
+			// This is a simple conversion that handles basic cases
+			// Replace unquoted keys with quoted keys
+			const converted = jsonText
+				.replace(/([{,]\s*)([a-zA-Z_$][a-zA-Z0-9_$]*)\s*:/g, '$1"$2":')
+				// Replace single quotes with double quotes
+				.replace(/'/g, '"')
+				// Handle trailing commas
+				.replace(/,\s*([}\]])/g, '$1');
+
+			// Validate the converted JSON
+			JSON.parse(converted);
+			return converted;
+		} catch {
+			// If all else fails, return the original text
+			// The calling code will handle the error appropriately
+			return text;
+		}
+	}
+}

mcp-server/src/custom-sdk/language-model.js

@@ -0,0 +1,230 @@
+/**
+ * src/ai-providers/custom-sdk/mcp/language-model.js
+ *
+ * MCP Language Model implementation following AI SDK LanguageModelV1 interface.
+ * Uses MCP session.requestSampling() for AI operations.
+ */
+
+import {
+	convertToMCPFormat,
+	convertFromMCPFormat
+} from './message-converter.js';
+import { MCPError, mapMCPError } from './errors.js';
+import { extractJson } from './json-extractor.js';
+import {
+	convertSchemaToInstructions,
+	enhancePromptForJSON
+} from './schema-converter.js';
+
+/**
+ * MCP Language Model implementing AI SDK LanguageModelV1 interface
+ */
+export class MCPLanguageModel {
+	specificationVersion = 'v1';
+	defaultObjectGenerationMode = 'json';
+	supportsImageUrls = false;
+	supportsStructuredOutputs = true;
+
+	constructor(options) {
+		this.session = options.session; // MCP session object
+		this.modelId = options.modelId;
+		this.settings = options.settings || {};
+		this.provider = 'mcp-ai-sdk';
+		this.maxTokens = this.settings.maxTokens;
+		this.temperature = this.settings.temperature;
+
+		this.validateSession();
+	}
+
+	/**
+	 * Validate that the MCP session has required capabilities
+	 */
+	validateSession() {
+		if (!this.session?.clientCapabilities?.sampling) {
+			throw new MCPError('MCP session must have client sampling capabilities');
+		}
+	}
+
+	/**
+	 * Generate text using MCP session sampling
+	 * @param {object} options - Generation options
+	 * @param {Array} options.prompt - AI SDK prompt format
+	 * @param {AbortSignal} options.abortSignal - Abort signal
+	 * @returns {Promise<object>} Generation result in AI SDK format
+	 */
+	async doGenerate(options) {
+		try {
+			// Convert AI SDK prompt to MCP format
+			const { messages, systemPrompt } = convertToMCPFormat(options.prompt);
+
+			// Use MCP session.requestSampling (same as MCPRemoteProvider)
+			const response = await this.session.requestSampling(
+				{
+					messages,
+					systemPrompt,
+					temperature: this.settings.temperature,
+					maxTokens: this.settings.maxTokens,
+					includeContext: 'thisServer'
+				},
+				{
+					// signal: options.abortSignal,
+					timeout: 240000 // 4 minutes timeout
+				}
+			);
+
+			// Convert MCP response back to AI SDK format
+			const result = convertFromMCPFormat(response);
+
+			return {
+				text: result.text,
+				finishReason: result.finishReason || 'stop',
+				usage: {
+					promptTokens: result.usage?.inputTokens || 0,
+					completionTokens: result.usage?.outputTokens || 0,
+					totalTokens:
+						(result.usage?.inputTokens || 0) + (result.usage?.outputTokens || 0)
+				},
+				rawResponse: response,
+				warnings: result.warnings
+			};
+		} catch (error) {
+			throw mapMCPError(error);
+		}
+	}
+
+	/**
+	 * Generate structured object using MCP session sampling
+	 * @param {object} options - Generation options
+	 * @param {Array} options.prompt - AI SDK prompt format
+	 * @param {import('zod').ZodSchema} options.schema - Zod schema for validation
+	 * @param {string} [options.mode='json'] - Generation mode ('json' or 'tool')
+	 * @param {AbortSignal} options.abortSignal - Abort signal
+	 * @returns {Promise<object>} Generation result with structured object
+	 */
+	async doGenerateObject(options) {
+		try {
+			const { schema, mode = 'json', ...restOptions } = options;
+
+			if (!schema) {
+				throw new MCPError('Schema is required for object generation');
+			}
+
+			// Convert schema to JSON instructions
+			const objectName = restOptions.objectName || 'generated_object';
+			const jsonInstructions = convertSchemaToInstructions(schema, objectName);
+
+			// Enhance prompt with JSON generation instructions
+			const enhancedPrompt = enhancePromptForJSON(
+				options.prompt,
+				jsonInstructions
+			);
+
+			// Convert enhanced prompt to MCP format
+			const { messages, systemPrompt } = convertToMCPFormat(enhancedPrompt);
+
+			// Use MCP session.requestSampling with enhanced prompt
+			const response = await this.session.requestSampling(
+				{
+					messages,
+					systemPrompt,
+					temperature: this.settings.temperature,
+					maxTokens: this.settings.maxTokens,
+					includeContext: 'thisServer'
+				},
+				{
+					timeout: 240000 // 4 minutes timeout
+				}
+			);
+
+			// Convert MCP response back to AI SDK format
+			const result = convertFromMCPFormat(response);
+
+			// Extract JSON from the response text
+			const jsonText = extractJson(result.text);
+
+			// Parse and validate JSON
+			let parsedObject;
+			try {
+				parsedObject = JSON.parse(jsonText);
+			} catch (parseError) {
+				throw new MCPError(
+					`Failed to parse JSON response: ${parseError.message}. Response: ${result.text.substring(0, 200)}...`
+				);
+			}
+
+			// Validate against schema
+			try {
+				const validatedObject = schema.parse(parsedObject);
+
+				return {
+					object: validatedObject,
+					finishReason: result.finishReason || 'stop',
+					usage: {
+						promptTokens: result.usage?.inputTokens || 0,
+						completionTokens: result.usage?.outputTokens || 0,
+						totalTokens:
+							(result.usage?.inputTokens || 0) +
+							(result.usage?.outputTokens || 0)
+					},
+					rawResponse: response,
+					warnings: result.warnings
+				};
+			} catch (validationError) {
+				throw new MCPError(
+					`Generated object does not match schema: ${validationError.message}. Generated: ${JSON.stringify(parsedObject, null, 2)}`
+				);
+			}
+		} catch (error) {
+			throw mapMCPError(error);
+		}
+	}
+
+	/**
+	 * Stream text generation using MCP session sampling
+	 * Note: MCP may not support native streaming, so this may simulate streaming
+	 * @param {object} options - Generation options
+	 * @returns {AsyncIterable} Stream of generation chunks
+	 */
+	async doStream(options) {
+		try {
+			// For now, simulate streaming by chunking the complete response
+			// TODO: Implement native streaming if MCP supports it
+			const result = await this.doGenerate(options);
+
+			// Create async generator that yields chunks
+			return this.simulateStreaming(result);
+		} catch (error) {
+			throw mapMCPError(error);
+		}
+	}
+
+	/**
+	 * Simulate streaming by chunking a complete response
+	 * @param {object} result - Complete generation result
+	 * @returns {AsyncIterable} Simulated stream chunks
+	 */
+	async *simulateStreaming(result) {
+		const text = result.text;
+		const chunkSize = Math.max(1, Math.floor(text.length / 10)); // 10 chunks
+
+		for (let i = 0; i < text.length; i += chunkSize) {
+			const chunk = text.slice(i, i + chunkSize);
+			const isLast = i + chunkSize >= text.length;
+
+			yield {
+				type: 'text-delta',
+				textDelta: chunk
+			};
+
+			// Small delay to simulate streaming
+			await new Promise((resolve) => setTimeout(resolve, 50));
+		}
+
+		// Final chunk with finish reason and usage
+		yield {
+			type: 'finish',
+			finishReason: result.finishReason,
+			usage: result.usage
+		};
+	}
+}

mcp-server/src/custom-sdk/message-converter.js

@@ -0,0 +1,116 @@
+/**
+ * src/ai-providers/custom-sdk/mcp/message-converter.js
+ *
+ * Message conversion utilities for converting between AI SDK prompt format
+ * and MCP sampling format.
+ */
+
+/**
+ * Convert AI SDK prompt format to MCP sampling format
+ * @param {Array} prompt - AI SDK prompt array
+ * @returns {object} MCP format with messages and systemPrompt
+ */
+export function convertToMCPFormat(prompt) {
+	const messages = [];
+	let systemPrompt = '';
+
+	for (const message of prompt) {
+		if (message.role === 'system') {
+			// Extract system prompt
+			systemPrompt = extractTextContent(message.content);
+		} else if (message.role === 'user' || message.role === 'assistant') {
+			// Convert user/assistant messages
+			messages.push({
+				role: message.role,
+				content: {
+					type: 'text',
+					text: extractTextContent(message.content)
+				}
+			});
+		}
+	}
+
+	return {
+		messages,
+		systemPrompt
+	};
+}
+
+/**
+ * Convert MCP response format to AI SDK format
+ * @param {object} response - MCP sampling response
+ * @returns {object} AI SDK compatible result
+ */
+export function convertFromMCPFormat(response) {
+	// Handle different possible response formats
+	let text = '';
+	let usage = null;
+	let finishReason = 'stop';
+	let warnings = [];
+
+	if (typeof response === 'string') {
+		text = response;
+	} else if (response.content) {
+		text = extractTextContent(response.content);
+		usage = response.usage;
+		finishReason = response.finishReason || 'stop';
+	} else if (response.text) {
+		text = response.text;
+		usage = response.usage;
+		finishReason = response.finishReason || 'stop';
+	} else {
+		// Fallback: try to extract text from response
+		text = JSON.stringify(response);
+		warnings.push('Unexpected MCP response format, used JSON fallback');
+	}
+
+	return {
+		text,
+		usage,
+		finishReason,
+		warnings
+	};
+}
+
+/**
+ * Extract text content from various content formats
+ * @param {string|Array|object} content - Content in various formats
+ * @returns {string} Extracted text
+ */
+function extractTextContent(content) {
+	if (typeof content === 'string') {
+		return content;
+	}
+
+	if (Array.isArray(content)) {
+		// Handle array of content parts
+		return content
+			.map((part) => {
+				if (typeof part === 'string') {
+					return part;
+				}
+				if (part.type === 'text' && part.text) {
+					return part.text;
+				}
+				if (part.text) {
+					return part.text;
+				}
+				// Skip non-text content (images, etc.)
+				return '';
+			})
+			.filter((text) => text.length > 0)
+			.join(' ');
+	}
+
+	if (content && typeof content === 'object') {
+		if (content.type === 'text' && content.text) {
+			return content.text;
+		}
+		if (content.text) {
+			return content.text;
+		}
+	}
+
+	// Fallback
+	return String(content || '');
+}

mcp-server/src/custom-sdk/schema-converter.js

@@ -0,0 +1,150 @@
+/**
+ * @fileoverview Schema conversion utilities for MCP AI SDK provider
+ */
+
+/**
+ * Convert Zod schema to human-readable JSON instructions
+ * @param {import('zod').ZodSchema} schema - Zod schema object
+ * @param {string} [objectName='result'] - Name of the object being generated
+ * @returns {string} Instructions for JSON generation
+ */
+export function convertSchemaToInstructions(schema, objectName = 'result') {
+	try {
+		// Generate example structure from schema
+		const exampleStructure = generateExampleFromSchema(schema);
+
+		return `
+CRITICAL JSON GENERATION INSTRUCTIONS:
+
+You must respond with ONLY valid JSON that matches this exact structure for "${objectName}":
+
+${JSON.stringify(exampleStructure, null, 2)}
+
+STRICT REQUIREMENTS:
+1. Response must start with { and end with }
+2. Use double quotes for all strings and property names
+3. Do not include any text before or after the JSON
+4. Do not wrap in markdown code blocks
+5. Do not include explanations or comments
+6. Follow the exact property names and types shown above
+7. All required fields must be present
+
+Begin your response immediately with the opening brace {`;
+	} catch (error) {
+		// Fallback to basic JSON instructions if schema parsing fails
+		return `
+CRITICAL JSON GENERATION INSTRUCTIONS:
+
+You must respond with ONLY valid JSON for "${objectName}".
+
+STRICT REQUIREMENTS:
+1. Response must start with { and end with }
+2. Use double quotes for all strings and property names  
+3. Do not include any text before or after the JSON
+4. Do not wrap in markdown code blocks
+5. Do not include explanations or comments
+
+Begin your response immediately with the opening brace {`;
+	}
+}
+
+/**
+ * Generate example structure from Zod schema
+ * @param {import('zod').ZodSchema} schema - Zod schema
+ * @returns {any} Example object matching the schema
+ */
+function generateExampleFromSchema(schema) {
+	// This is a simplified schema-to-example converter
+	// For production, you might want to use a more sophisticated library
+
+	if (!schema || typeof schema._def === 'undefined') {
+		return {};
+	}
+
+	const def = schema._def;
+
+	switch (def.typeName) {
+		case 'ZodObject':
+			const result = {};
+			const shape = def.shape();
+
+			for (const [key, fieldSchema] of Object.entries(shape)) {
+				result[key] = generateExampleFromSchema(fieldSchema);
+			}
+
+			return result;
+
+		case 'ZodString':
+			return 'string';
+
+		case 'ZodNumber':
+			return 0;
+
+		case 'ZodBoolean':
+			return false;
+
+		case 'ZodArray':
+			const elementExample = generateExampleFromSchema(def.type);
+			return [elementExample];
+
+		case 'ZodOptional':
+			return generateExampleFromSchema(def.innerType);
+
+		case 'ZodNullable':
+			return generateExampleFromSchema(def.innerType);
+
+		case 'ZodEnum':
+			return def.values[0] || 'enum_value';
+
+		case 'ZodLiteral':
+			return def.value;
+
+		case 'ZodUnion':
+			// Use the first option from the union
+			if (def.options && def.options.length > 0) {
+				return generateExampleFromSchema(def.options[0]);
+			}
+			return 'union_value';
+
+		case 'ZodRecord':
+			return {
+				key: generateExampleFromSchema(def.valueType)
+			};
+
+		default:
+			// For unknown types, return a placeholder
+			return `<${def.typeName || 'unknown'}>`;
+	}
+}
+
+/**
+ * Enhance prompt with JSON generation instructions
+ * @param {Array} prompt - AI SDK prompt array
+ * @param {string} jsonInstructions - JSON generation instructions
+ * @returns {Array} Enhanced prompt array
+ */
+export function enhancePromptForJSON(prompt, jsonInstructions) {
+	const enhancedPrompt = [...prompt];
+
+	// Find system message or create one
+	let systemMessageIndex = enhancedPrompt.findIndex(
+		(msg) => msg.role === 'system'
+	);
+
+	if (systemMessageIndex >= 0) {
+		// Append to existing system message
+		const currentContent = enhancedPrompt[systemMessageIndex].content;
+		enhancedPrompt[systemMessageIndex] = {
+			...enhancedPrompt[systemMessageIndex],
+			content: currentContent + '\n\n' + jsonInstructions
+		};
+	} else {
+		// Add new system message at the beginning
+		enhancedPrompt.unshift({
+			role: 'system',
+			content: jsonInstructions
+		});
+	}
+
+	return enhancedPrompt;
+}

mcp-server/src/index.js

@@ -5,6 +5,8 @@ import { fileURLToPath } from 'url';
 import fs from 'fs';
 import logger from './logger.js';
 import { registerTaskMasterTools } from './tools/index.js';
+import ProviderRegistry from '../../src/provider-registry/index.js';
+import { MCPProvider } from './providers/mcp-provider.js';
 
 // Load environment variables
 dotenv.config();
@@ -65,6 +67,17 @@ class TaskMasterMCPServer {
 			await this.init();
 		}
 
+		this.server.on('connect', (event) => {
+			event.session.server.sendLoggingMessage({
+				data: {
+					context: event.session.context,
+					message: `MCP Server connected: ${event.session.name}`
+				},
+				level: 'info'
+			});
+			this.registerRemoteProvider(event.session);
+		});
+
 		// Start the FastMCP server with increased timeout
 		await this.server.start({
 			transportType: 'stdio',
@@ -74,6 +87,52 @@ class TaskMasterMCPServer {
 		return this;
 	}
 
+	/**
+	 * Register both MCP providers with the provider registry
+	 */
+	registerRemoteProvider(session) {
+		// Check if the server has at least one session
+		if (session) {
+			// Make sure session has required capabilities
+			if (!session.clientCapabilities || !session.clientCapabilities.sampling) {
+				session.server.sendLoggingMessage({
+					data: {
+						context: session.context,
+						message: `MCP session missing required sampling capabilities, providers not registered`
+					},
+					level: 'info'
+				});
+				return;
+			}
+
+			// Register MCP provider with the Provider Registry
+
+			// Register the unified MCP provider
+			const mcpProvider = new MCPProvider();
+			mcpProvider.setSession(session);
+
+			// Register provider with the registry
+			const providerRegistry = ProviderRegistry.getInstance();
+			providerRegistry.registerProvider('mcp', mcpProvider);
+
+			session.server.sendLoggingMessage({
+				data: {
+					context: session.context,
+					message: `MCP Server connected`
+				},
+				level: 'info'
+			});
+		} else {
+			session.server.sendLoggingMessage({
+				data: {
+					context: session.context,
+					message: `No MCP sessions available, providers not registered`
+				},
+				level: 'warn'
+			});
+		}
+	}
+
 	/**
 	 * Stop the MCP server
 	 */

mcp-server/src/providers/mcp-provider.js

@@ -0,0 +1,84 @@
+/**
+ * mcp-server/src/providers/mcp-provider.js
+ *
+ * Implementation for MCP custom AI SDK provider that integrates with
+ * the existing MCP server infrastructure and provider registry.
+ * Follows the Claude Code provider pattern for session-based providers.
+ */
+
+import { createMCP } from '../custom-sdk/index.js';
+import { BaseAIProvider } from '../../../src/ai-providers/base-provider.js';
+
+export class MCPProvider extends BaseAIProvider {
+	constructor() {
+		super();
+		this.name = 'mcp';
+		this.session = null; // MCP server session object
+	}
+
+	getRequiredApiKeyName() {
+		return 'MCP_API_KEY';
+	}
+
+	isRequiredApiKey() {
+		return false;
+	}
+
+	/**
+	 * Override validateAuth to validate MCP session instead of API key
+	 * @param {object} params - Parameters to validate
+	 */
+	validateAuth(params) {
+		// Validate MCP session instead of API key
+		if (!this.session) {
+			throw new Error('MCP Provider requires active MCP session');
+		}
+
+		if (!this.session.clientCapabilities?.sampling) {
+			throw new Error('MCP session must have client sampling capabilities');
+		}
+	}
+
+	/**
+	 * Creates and returns an MCP AI SDK client instance.
+	 * @param {object} params - Parameters for client initialization
+	 * @returns {Function} MCP AI SDK client function
+	 * @throws {Error} If initialization fails
+	 */
+	getClient(params) {
+		try {
+			// Pass MCP session to AI SDK implementation
+			return createMCP({
+				session: this.session,
+				defaultSettings: {
+					temperature: params.temperature,
+					maxTokens: params.maxTokens
+				}
+			});
+		} catch (error) {
+			this.handleError('client initialization', error);
+		}
+	}
+
+	/**
+	 * Method called by MCP server on connect events
+	 * @param {object} session - MCP session object
+	 */
+	setSession(session) {
+		this.session = session;
+
+		if (!session) {
+			this.logger?.warn('Set null session on MCP Provider');
+		} else {
+			this.logger?.debug('Updated MCP Provider session');
+		}
+	}
+
+	/**
+	 * Get current session status
+	 * @returns {boolean} True if session is available and valid
+	 */
+	hasValidSession() {
+		return !!(this.session && this.session.clientCapabilities?.sampling);
+	}
+}

package.json

@@ -44,6 +44,7 @@
 		"@ai-sdk/azure": "^1.3.17",
 		"@ai-sdk/google": "^1.2.13",
 		"@ai-sdk/google-vertex": "^2.2.23",
+		"@ai-sdk/groq": "^1.2.9",
 		"@ai-sdk/mistral": "^1.2.7",
 		"@ai-sdk/openai": "^1.3.20",
 		"@ai-sdk/perplexity": "^1.1.7",
@@ -61,7 +62,7 @@
 		"cors": "^2.8.5",
 		"dotenv": "^16.3.1",
 		"express": "^4.21.2",
-		"fastmcp": "^2.2.2",
+		"fastmcp": "^3.5.0",
 		"figlet": "^1.8.0",
 		"fuse.js": "^7.1.0",
 		"gpt-tokens": "^1.3.14",
@@ -75,11 +76,13 @@
 		"openai": "^4.89.0",
 		"ora": "^8.2.0",
 		"uuid": "^11.1.0",
-		"zod": "^3.23.8"
+		"zod": "^3.23.8",
+		"zod-to-json-schema": "^3.24.5"
 	},
 	"optionalDependencies": {
 		"@anthropic-ai/claude-code": "^1.0.25",
-		"ai-sdk-provider-gemini-cli": "^0.0.3"
+		"ai-sdk-provider-gemini-cli": "^0.0.4",
+		"@biomejs/cli-linux-x64": "^1.9.4"
 	},
 	"engines": {
 		"node": ">=18.0.0"

scripts/modules/ai-services-unified.js

@@ -51,6 +51,9 @@ import {
 	GeminiCliProvider
 } from '../../src/ai-providers/index.js';
 
+// Import the provider registry
+import ProviderRegistry from '../../src/provider-registry/index.js';
+
 // Create provider instances
 const PROVIDERS = {
 	anthropic: new AnthropicAIProvider(),
@@ -67,6 +70,23 @@ const PROVIDERS = {
 	'gemini-cli': new GeminiCliProvider()
 };
 
+function _getProvider(providerName) {
+	// First check the static PROVIDERS object
+	if (PROVIDERS[providerName]) {
+		return PROVIDERS[providerName];
+	}
+
+	// If not found, check the provider registry
+	const providerRegistry = ProviderRegistry.getInstance();
+	if (providerRegistry.hasProvider(providerName)) {
+		log('debug', `Provider "${providerName}" found in dynamic registry`);
+		return providerRegistry.getProvider(providerName);
+	}
+
+	// Provider not found in either location
+	return null;
+}
+
 // Helper function to get cost for a specific model
 function _getCostForModel(providerName, modelId) {
 	if (!MODEL_MAP || !MODEL_MAP[providerName]) {
@@ -231,44 +251,26 @@ function _extractErrorMessage(error) {
  * @throws {Error} If a required API key is missing.
  */
 function _resolveApiKey(providerName, session, projectRoot = null) {
-	// Claude Code doesn't require an API key
-	if (providerName === 'claude-code') {
-		return 'claude-code-no-key-required';
-	}
-
-	// Gemini CLI can work without an API key (uses CLI auth)
-	if (providerName === 'gemini-cli') {
-		const apiKey = resolveEnvVariable('GEMINI_API_KEY', session, projectRoot);
-		return apiKey || 'gemini-cli-no-key-required';
-	}
-
-	const keyMap = {
-		openai: 'OPENAI_API_KEY',
-		anthropic: 'ANTHROPIC_API_KEY',
-		google: 'GOOGLE_API_KEY',
-		perplexity: 'PERPLEXITY_API_KEY',
-		mistral: 'MISTRAL_API_KEY',
-		azure: 'AZURE_OPENAI_API_KEY',
-		openrouter: 'OPENROUTER_API_KEY',
-		xai: 'XAI_API_KEY',
-		ollama: 'OLLAMA_API_KEY',
-		bedrock: 'AWS_ACCESS_KEY_ID',
-		vertex: 'GOOGLE_API_KEY',
-		'claude-code': 'CLAUDE_CODE_API_KEY', // Not actually used, but included for consistency
-		'gemini-cli': 'GEMINI_API_KEY'
-	};
-
-	const envVarName = keyMap[providerName];
-	if (!envVarName) {
+	// Get provider instance
+	const provider = _getProvider(providerName);
+	if (!provider) {
 		throw new Error(
 			`Unknown provider '${providerName}' for API key resolution.`
 		);
 	}
 
+	// All providers must implement getRequiredApiKeyName()
+	const envVarName = provider.getRequiredApiKeyName();
+
+	// If envVarName is null (like for MCP), return null directly
+	if (envVarName === null) {
+		return null;
+	}
+
 	const apiKey = resolveEnvVariable(envVarName, session, projectRoot);
 
-	// Special handling for providers that can use alternative auth
-	if (providersWithoutApiKeys.includes(providerName?.toLowerCase())) {
+	// Special handling for providers that can use alternative auth or no API key
+	if (!provider.isRequiredApiKey()) {
 		return apiKey || null;
 	}
 
@@ -455,7 +457,7 @@ async function _unifiedServiceRunner(serviceType, params) {
 			}
 
 			// Get provider instance
-			provider = PROVIDERS[providerName?.toLowerCase()];
+			provider = _getProvider(providerName?.toLowerCase());
 			if (!provider) {
 				log(
 					'warn',

scripts/modules/config-manager.js

@@ -592,6 +592,7 @@ function isApiKeySet(providerName, session = null, projectRoot = null) {
 	const providersWithoutApiKeys = [
 		CUSTOM_PROVIDERS.OLLAMA,
 		CUSTOM_PROVIDERS.BEDROCK,
+		CUSTOM_PROVIDERS.MCP,
 		CUSTOM_PROVIDERS.GEMINI_CLI
 	];
 
@@ -890,7 +891,8 @@ function getBaseUrlForRole(role, explicitRoot = null) {
 export const providersWithoutApiKeys = [
 	CUSTOM_PROVIDERS.OLLAMA,
 	CUSTOM_PROVIDERS.BEDROCK,
-	CUSTOM_PROVIDERS.GEMINI_CLI
+	CUSTOM_PROVIDERS.GEMINI_CLI,
+	CUSTOM_PROVIDERS.MCP
 ];
 
 export {

scripts/modules/supported-models.json

@@ -3,25 +3,37 @@
 		{
 			"id": "us.anthropic.claude-3-haiku-20240307-v1:0",
 			"swe_score": 0.4,
-			"cost_per_1m_tokens": { "input": 0.25, "output": 1.25 },
+			"cost_per_1m_tokens": {
+				"input": 0.25,
+				"output": 1.25
+			},
 			"allowed_roles": ["main", "fallback"]
 		},
 		{
 			"id": "us.anthropic.claude-3-opus-20240229-v1:0",
 			"swe_score": 0.725,
-			"cost_per_1m_tokens": { "input": 15, "output": 75 },
+			"cost_per_1m_tokens": {
+				"input": 15,
+				"output": 75
+			},
 			"allowed_roles": ["main", "fallback", "research"]
 		},
 		{
 			"id": "us.anthropic.claude-3-5-sonnet-20240620-v1:0",
 			"swe_score": 0.49,
-			"cost_per_1m_tokens": { "input": 3, "output": 15 },
+			"cost_per_1m_tokens": {
+				"input": 3,
+				"output": 15
+			},
 			"allowed_roles": ["main", "fallback", "research"]
 		},
 		{
 			"id": "us.anthropic.claude-3-5-sonnet-20241022-v2:0",
 			"swe_score": 0.49,
-			"cost_per_1m_tokens": { "input": 3, "output": 15 },
+			"cost_per_1m_tokens": {
+				"input": 3,
+				"output": 15
+			},
 			"allowed_roles": ["main", "fallback", "research"]
 		},
 		{
@@ -37,19 +49,28 @@
 		{
 			"id": "us.anthropic.claude-3-5-haiku-20241022-v1:0",
 			"swe_score": 0.4,
-			"cost_per_1m_tokens": { "input": 0.8, "output": 4 },
+			"cost_per_1m_tokens": {
+				"input": 0.8,
+				"output": 4
+			},
 			"allowed_roles": ["main", "fallback"]
 		},
 		{
 			"id": "us.anthropic.claude-opus-4-20250514-v1:0",
 			"swe_score": 0.725,
-			"cost_per_1m_tokens": { "input": 15, "output": 75 },
+			"cost_per_1m_tokens": {
+				"input": 15,
+				"output": 75
+			},
 			"allowed_roles": ["main", "fallback", "research"]
 		},
 		{
 			"id": "us.anthropic.claude-sonnet-4-20250514-v1:0",
 			"swe_score": 0.727,
-			"cost_per_1m_tokens": { "input": 3, "output": 15 },
+			"cost_per_1m_tokens": {
+				"input": 3,
+				"output": 15
+			},
 			"allowed_roles": ["main", "fallback", "research"]
 		},
 		{
@@ -373,6 +394,17 @@
 			},
 			"allowed_roles": ["main", "fallback", "research"],
 			"max_tokens": 131072
+		},
+		{
+			"id": "grok-4",
+			"name": "Grok 4",
+			"swe_score": null,
+			"cost_per_1m_tokens": {
+				"input": 3,
+				"output": 15
+			},
+			"allowed_roles": ["main", "fallback", "research"],
+			"max_tokens": 131072
 		}
 	],
 	"ollama": [
@@ -692,6 +724,98 @@
 			"max_tokens": 32768
 		}
 	],
+	"groq": [
+		{
+			"id": "llama-3.3-70b-versatile",
+			"swe_score": 0.55,
+			"cost_per_1m_tokens": {
+				"input": 0.59,
+				"output": 0.79
+			},
+			"allowed_roles": ["main", "fallback", "research"],
+			"max_tokens": 32768
+		},
+		{
+			"id": "llama-3.1-8b-instant",
+			"swe_score": 0.32,
+			"cost_per_1m_tokens": {
+				"input": 0.05,
+				"output": 0.08
+			},
+			"allowed_roles": ["main", "fallback"],
+			"max_tokens": 131072
+		},
+		{
+			"id": "llama-4-scout",
+			"swe_score": 0.45,
+			"cost_per_1m_tokens": {
+				"input": 0.11,
+				"output": 0.34
+			},
+			"allowed_roles": ["main", "fallback", "research"],
+			"max_tokens": 32768
+		},
+		{
+			"id": "llama-4-maverick",
+			"swe_score": 0.52,
+			"cost_per_1m_tokens": {
+				"input": 0.5,
+				"output": 0.77
+			},
+			"allowed_roles": ["main", "fallback", "research"],
+			"max_tokens": 32768
+		},
+		{
+			"id": "mixtral-8x7b-32768",
+			"swe_score": 0.35,
+			"cost_per_1m_tokens": {
+				"input": 0.24,
+				"output": 0.24
+			},
+			"allowed_roles": ["main", "fallback"],
+			"max_tokens": 32768
+		},
+		{
+			"id": "qwen-qwq-32b-preview",
+			"swe_score": 0.4,
+			"cost_per_1m_tokens": {
+				"input": 0.18,
+				"output": 0.18
+			},
+			"allowed_roles": ["main", "fallback", "research"],
+			"max_tokens": 32768
+		},
+		{
+			"id": "deepseek-r1-distill-llama-70b",
+			"swe_score": 0.52,
+			"cost_per_1m_tokens": {
+				"input": 0.75,
+				"output": 0.99
+			},
+			"allowed_roles": ["main", "research"],
+			"max_tokens": 8192
+		},
+		{
+			"id": "gemma2-9b-it",
+			"swe_score": 0.3,
+			"cost_per_1m_tokens": {
+				"input": 0.2,
+				"output": 0.2
+			},
+			"allowed_roles": ["main", "fallback"],
+			"max_tokens": 8192
+		},
+		{
+			"id": "whisper-large-v3",
+			"swe_score": 0,
+			"cost_per_1m_tokens": {
+				"input": 0.11,
+				"output": 0
+			},
+			"allowed_roles": ["main"],
+			"max_tokens": 0
+		}
+	],
 	"claude-code": [
 		{
 			"id": "opus",
@@ -714,6 +838,18 @@
 			"max_tokens": 64000
 		}
 	],
+	"mcp": [
+		{
+			"id": "mcp-sampling",
+			"swe_score": null,
+			"cost_per_1m_tokens": {
+				"input": 0,
+				"output": 0
+			},
+			"allowed_roles": ["main", "fallback", "research"],
+			"max_tokens": 100000
+		}
+	],
 	"gemini-cli": [
 		{
 			"id": "gemini-2.5-pro",

scripts/modules/task-manager/add-task.js

@@ -29,6 +29,12 @@ import { generateObjectService } from '../ai-services-unified.js';
 import { getDefaultPriority } from '../config-manager.js';
 import ContextGatherer from '../utils/contextGatherer.js';
 import generateTaskFiles from './generate-task-files.js';
+import {
+	TASK_PRIORITY_OPTIONS,
+	DEFAULT_TASK_PRIORITY,
+	isValidTaskPriority,
+	normalizeTaskPriority
+} from '../../../src/constants/task-priority.js';
 
 // Define Zod schema for the expected AI output object
 const AiTaskDataSchema = z.object({
@@ -115,7 +121,25 @@ async function addTask(
 				success: (...args) => consoleLog('success', ...args)
 			};
 
-	const effectivePriority = priority || getDefaultPriority(projectRoot);
+	// Validate priority - only accept high, medium, or low
+	let effectivePriority =
+		priority || getDefaultPriority(projectRoot) || DEFAULT_TASK_PRIORITY;
+
+	// If priority is provided, validate and normalize it
+	if (priority) {
+		const normalizedPriority = normalizeTaskPriority(priority);
+		if (normalizedPriority) {
+			effectivePriority = normalizedPriority;
+		} else {
+			if (outputFormat === 'text') {
+				consoleLog(
+					'warn',
+					`Invalid priority "${priority}". Using default priority "${DEFAULT_TASK_PRIORITY}".`
+				);
+			}
+			effectivePriority = DEFAULT_TASK_PRIORITY;
+		}
+	}
 
 	logFn.info(
 		`Adding new task with prompt: "${prompt}", Priority: ${effectivePriority}, Dependencies: ${dependencies.join(', ') || 'None'}, Research: ${useResearch}, ProjectRoot: ${projectRoot}`

src/ai-providers/anthropic.js

@@ -23,6 +23,14 @@ export class AnthropicAIProvider extends BaseAIProvider {
 		this.name = 'Anthropic';
 	}
 
+	/**
+	 * Returns the environment variable name required for this provider's API key.
+	 * @returns {string} The environment variable name for the Anthropic API key
+	 */
+	getRequiredApiKeyName() {
+		return 'ANTHROPIC_API_KEY';
+	}
+
 	/**
 	 * Creates and returns an Anthropic client instance.
 	 * @param {object} params - Parameters for client initialization

src/ai-providers/azure.js

@@ -12,6 +12,14 @@ export class AzureProvider extends BaseAIProvider {
 		this.name = 'Azure OpenAI';
 	}
 
+	/**
+	 * Returns the environment variable name required for this provider's API key.
+	 * @returns {string} The environment variable name for the Azure OpenAI API key
+	 */
+	getRequiredApiKeyName() {
+		return 'AZURE_OPENAI_API_KEY';
+	}
+
 	/**
 	 * Validates Azure-specific authentication parameters
 	 * @param {object} params - Parameters to validate

src/ai-providers/base-provider.js

@@ -1,5 +1,5 @@
 import { generateObject, generateText, streamText } from 'ai';
-import { log } from '../../scripts/modules/index.js';
+import { log } from '../../scripts/modules/utils.js';
 
 /**
  * Base class for all AI providers
@@ -96,6 +96,24 @@ export class BaseAIProvider {
 		throw new Error('getClient must be implemented by provider');
 	}
 
+	/**
+	 * Returns if the API key is required
+	 * @abstract
+	 * @returns {boolean} if the API key is required, defaults to true
+	 */
+	isRequiredApiKey() {
+		return true;
+	}
+
+	/**
+	 * Returns the required API key environment variable name
+	 * @abstract
+	 * @returns {string|null} The environment variable name, or null if no API key is required
+	 */
+	getRequiredApiKeyName() {
+		throw new Error('getRequiredApiKeyName must be implemented by provider');
+	}
+
 	/**
 	 * Generates text using the provider's model
 	 */

src/ai-providers/bedrock.js

@@ -8,6 +8,19 @@ export class BedrockAIProvider extends BaseAIProvider {
 		this.name = 'Bedrock';
 	}
 
+	isRequiredApiKey() {
+		return false;
+	}
+
+	/**
+	 * Returns the required API key environment variable name for Bedrock.
+	 * Bedrock uses AWS credentials, so we return the AWS access key identifier.
+	 * @returns {string} The environment variable name
+	 */
+	getRequiredApiKeyName() {
+		return 'AWS_ACCESS_KEY_ID';
+	}
+
 	/**
 	 * Override auth validation - Bedrock uses AWS credentials instead of API keys
 	 * @param {object} params - Parameters to validate

src/ai-providers/claude-code.js

@@ -15,6 +15,14 @@ export class ClaudeCodeProvider extends BaseAIProvider {
 		this.name = 'Claude Code';
 	}
 
+	getRequiredApiKeyName() {
+		return 'CLAUDE_CODE_API_KEY';
+	}
+
+	isRequiredApiKey() {
+		return false;
+	}
+
 	/**
 	 * Override validateAuth to skip API key validation for Claude Code
 	 * @param {object} params - Parameters to validate

src/ai-providers/custom-sdk/claude-code/language-model.js

@@ -205,8 +205,32 @@ export class ClaudeCodeLanguageModel {
 				}
 			}
 		} catch (error) {
+			// -------------------------------------------------------------
+			// Work-around for Claude-Code CLI/SDK JSON truncation bug (#913)
+			// -------------------------------------------------------------
+			// If the SDK throws a JSON SyntaxError *but* we already hold some
+			// buffered text, assume the response was truncated by the CLI.
+			// We keep the accumulated text, mark the finish reason, push a
+			// provider-warning and *skip* the normal error handling so Task
+			// Master can continue processing.
+			const isJsonTruncation =
+				error instanceof SyntaxError &&
+				/JSON/i.test(error.message || '') &&
+				(error.message.includes('position') ||
+					error.message.includes('Unexpected end'));
+			if (isJsonTruncation && text && text.length > 0) {
+				warnings.push({
+					type: 'provider-warning',
+					details:
+						'Claude Code SDK emitted a JSON parse error but Task Master recovered buffered text (possible CLI truncation).'
+				});
+				finishReason = 'truncated';
+				// Skip re-throwing: fall through so the caller receives usable data
+			} else {
 				if (error instanceof AbortError) {
-				throw options.abortSignal?.aborted ? options.abortSignal.reason : error;
+					throw options.abortSignal?.aborted
+						? options.abortSignal.reason
+						: error;
 				}
 
 				// Check for authentication errors
@@ -232,6 +256,7 @@ export class ClaudeCodeLanguageModel {
 					isRetryable: error.code === 'ENOENT' || error.code === 'ECONNREFUSED'
 				});
 			}
+		}
 
 		// Extract JSON if in object-json mode
 		if (options.mode?.type === 'object-json' && text) {
@@ -402,6 +427,53 @@ export class ClaudeCodeLanguageModel {
 						}
 					}
 
+					// -------------------------------------------------------------
+					// Work-around for Claude-Code CLI/SDK JSON truncation bug (#913)
+					// -------------------------------------------------------------
+					// If we hit the SDK JSON SyntaxError but have buffered text, finalize
+					// the stream gracefully instead of emitting an error.
+					const isJsonTruncation =
+						error instanceof SyntaxError &&
+						/JSON/i.test(error.message || '') &&
+						(error.message.includes('position') ||
+							error.message.includes('Unexpected end'));
+
+					if (
+						isJsonTruncation &&
+						accumulatedText &&
+						accumulatedText.length > 0
+					) {
+						// Prepare final text payload
+						const finalText =
+							options.mode?.type === 'object-json'
+								? extractJson(accumulatedText)
+								: accumulatedText;
+
+						// Emit any remaining text
+						controller.enqueue({
+							type: 'text-delta',
+							textDelta: finalText
+						});
+
+						// Emit finish with truncated reason and warning
+						controller.enqueue({
+							type: 'finish',
+							finishReason: 'truncated',
+							usage,
+							providerMetadata: { 'claude-code': { truncated: true } },
+							warnings: [
+								{
+									type: 'provider-warning',
+									details:
+										'Claude Code SDK JSON truncation detected; stream recovered.'
+								}
+							]
+						});
+
+						controller.close();
+						return; // Skip normal error path
+					}
+
 					controller.close();
 				} catch (error) {
 					let errorToEmit;

src/ai-providers/gemini-cli.js

@@ -8,7 +8,7 @@
 import { generateObject, generateText, streamText } from 'ai';
 import { parse } from 'jsonc-parser';
 import { BaseAIProvider } from './base-provider.js';
-import { log } from '../../scripts/modules/index.js';
+import { log } from '../../scripts/modules/utils.js';
 
 let createGeminiProvider;
 
@@ -67,8 +67,7 @@ export class GeminiCliProvider extends BaseAIProvider {
 					apiKey: params.apiKey
 				};
 			} else {
-				// Expected case: Use gemini CLI authentication
-				// Requires: gemini auth login (pre-configured)
+				// Expected case: Use gemini CLI authentication via OAuth
 				authOptions = {
 					authType: 'oauth-personal'
 				};
@@ -653,4 +652,12 @@ Generate ${subtaskCount} subtasks based on the original task context. Return ONL
 			throw error;
 		}
 	}
+
+	getRequiredApiKeyName() {
+		return 'GEMINI_API_KEY';
+	}
+
+	isRequiredApiKey() {
+		return false;
+	}
 }

src/ai-providers/google-vertex.js

@@ -40,6 +40,14 @@ export class VertexAIProvider extends BaseAIProvider {
 		this.name = 'Google Vertex AI';
 	}
 
+	/**
+	 * Returns the required API key environment variable name for Google Vertex AI.
+	 * @returns {string} The environment variable name
+	 */
+	getRequiredApiKeyName() {
+		return 'GOOGLE_API_KEY';
+	}
+
 	/**
 	 * Validates Vertex AI-specific authentication parameters
 	 * @param {object} params - Parameters to validate

src/ai-providers/google.js

@@ -12,6 +12,14 @@ export class GoogleAIProvider extends BaseAIProvider {
 		this.name = 'Google';
 	}
 
+	/**
+	 * Returns the environment variable name required for this provider's API key.
+	 * @returns {string} The environment variable name for the Google API key
+	 */
+	getRequiredApiKeyName() {
+		return 'GOOGLE_API_KEY';
+	}
+
 	/**
 	 * Creates and returns a Google AI client instance.
 	 * @param {object} params - Parameters for client initialization

src/ai-providers/groq.js

@@ -0,0 +1,41 @@
+/**
+ * src/ai-providers/groq.js
+ *
+ * Implementation for interacting with Groq models
+ * using the Vercel AI SDK.
+ */
+
+import { createGroq } from '@ai-sdk/groq';
+import { BaseAIProvider } from './base-provider.js';
+
+export class GroqProvider extends BaseAIProvider {
+	constructor() {
+		super();
+		this.name = 'Groq';
+	}
+
+	/**
+	 * Creates and returns a Groq client instance.
+	 * @param {object} params - Parameters for client initialization
+	 * @param {string} params.apiKey - Groq API key
+	 * @param {string} [params.baseURL] - Optional custom API endpoint
+	 * @returns {Function} Groq client function
+	 * @throws {Error} If API key is missing or initialization fails
+	 */
+	getClient(params) {
+		try {
+			const { apiKey, baseURL } = params;
+
+			if (!apiKey) {
+				throw new Error('Groq API key is required.');
+			}
+
+			return createGroq({
+				apiKey,
+				...(baseURL && { baseURL })
+			});
+		} catch (error) {
+			this.handleError('client initialization', error);
+		}
+	}
+}

src/ai-providers/index.js

@@ -8,6 +8,7 @@ export { PerplexityAIProvider } from './perplexity.js';
 export { GoogleAIProvider } from './google.js';
 export { OpenAIProvider } from './openai.js';
 export { XAIProvider } from './xai.js';
+export { GroqProvider } from './groq.js';
 export { OpenRouterAIProvider } from './openrouter.js';
 export { OllamaAIProvider } from './ollama.js';
 export { BedrockAIProvider } from './bedrock.js';

src/ai-providers/ollama.js

@@ -39,4 +39,16 @@ export class OllamaAIProvider extends BaseAIProvider {
 			this.handleError('client initialization', error);
 		}
 	}
+
+	isRequiredApiKey() {
+		return false;
+	}
+
+	/**
+	 * Returns the required API key environment variable name for Ollama.
+	 * @returns {string} The environment variable name
+	 */
+	getRequiredApiKeyName() {
+		return 'OLLAMA_API_KEY';
+	}
 }

src/ai-providers/openai.js

@@ -12,6 +12,14 @@ export class OpenAIProvider extends BaseAIProvider {
 		this.name = 'OpenAI';
 	}
 
+	/**
+	 * Returns the environment variable name required for this provider's API key.
+	 * @returns {string} The environment variable name for the OpenAI API key
+	 */
+	getRequiredApiKeyName() {
+		return 'OPENAI_API_KEY';
+	}
+
 	/**
 	 * Creates and returns an OpenAI client instance.
 	 * @param {object} params - Parameters for client initialization

src/ai-providers/openrouter.js

@@ -12,6 +12,14 @@ export class OpenRouterAIProvider extends BaseAIProvider {
 		this.name = 'OpenRouter';
 	}
 
+	/**
+	 * Returns the environment variable name required for this provider's API key.
+	 * @returns {string} The environment variable name for the OpenRouter API key
+	 */
+	getRequiredApiKeyName() {
+		return 'OPENROUTER_API_KEY';
+	}
+
 	/**
 	 * Creates and returns an OpenRouter client instance.
 	 * @param {object} params - Parameters for client initialization

src/ai-providers/perplexity.js

@@ -12,6 +12,14 @@ export class PerplexityAIProvider extends BaseAIProvider {
 		this.name = 'Perplexity';
 	}
 
+	/**
+	 * Returns the environment variable name required for this provider's API key.
+	 * @returns {string} The environment variable name for the Perplexity API key
+	 */
+	getRequiredApiKeyName() {
+		return 'PERPLEXITY_API_KEY';
+	}
+
 	/**
 	 * Creates and returns a Perplexity client instance.
 	 * @param {object} params - Parameters for client initialization

src/ai-providers/xai.js

@@ -12,6 +12,14 @@ export class XAIProvider extends BaseAIProvider {
 		this.name = 'xAI';
 	}
 
+	/**
+	 * Returns the environment variable name required for this provider's API key.
+	 * @returns {string} The environment variable name for the xAI API key
+	 */
+	getRequiredApiKeyName() {
+		return 'XAI_API_KEY';
+	}
+
 	/**
 	 * Creates and returns an xAI client instance.
 	 * @param {object} params - Parameters for client initialization

src/constants/profiles.js

@@ -1,5 +1,5 @@
 /**
- * @typedef {'claude' | 'cline' | 'codex' | 'cursor' | 'roo' | 'trae' | 'windsurf' | 'vscode'} RulesProfile
+ * @typedef {'claude' | 'cline' | 'codex' | 'cursor' | 'gemini' | 'roo' | 'trae' | 'windsurf' | 'vscode'} RulesProfile
  */
 
 /**
@@ -14,6 +14,7 @@
  * - cline: Cline IDE rules
  * - codex: Codex integration
  * - cursor: Cursor IDE rules
+ * - gemini: Gemini integration
  * - roo: Roo Code IDE rules
  * - trae: Trae IDE rules
  * - vscode: VS Code with GitHub Copilot integration
@@ -29,6 +30,7 @@ export const RULE_PROFILES = [
 	'cline',
 	'codex',
 	'cursor',
+	'gemini',
 	'roo',
 	'trae',
 	'vscode',

src/constants/providers.js

@@ -10,6 +10,7 @@ export const VALIDATED_PROVIDERS = [
 	'google',
 	'perplexity',
 	'xai',
+	'groq',
 	'mistral'
 ];
 
@@ -21,6 +22,7 @@ export const CUSTOM_PROVIDERS = {
 	OPENROUTER: 'openrouter',
 	OLLAMA: 'ollama',
 	CLAUDE_CODE: 'claude-code',
+	MCP: 'mcp',
 	GEMINI_CLI: 'gemini-cli'
 };
 

src/constants/task-priority.js

@@ -0,0 +1,39 @@
+/**
+ * @typedef {'high' | 'medium' | 'low'} TaskPriority
+ */
+
+/**
+ * Task priority options
+ * @type {TaskPriority[]}
+ * @description Defines possible task priorities:
+ * - high: Critical tasks that need immediate attention
+ * - medium: Standard priority tasks (default)
+ * - low: Tasks that can be deferred or are nice-to-have
+ */
+export const TASK_PRIORITY_OPTIONS = ['high', 'medium', 'low'];
+
+/**
+ * Default task priority
+ * @type {TaskPriority}
+ */
+export const DEFAULT_TASK_PRIORITY = 'medium';
+
+/**
+ * Check if a given priority is valid
+ * @param {string} priority - The priority to check
+ * @returns {boolean} True if the priority is valid, false otherwise
+ */
+export function isValidTaskPriority(priority) {
+	return TASK_PRIORITY_OPTIONS.includes(priority?.toLowerCase());
+}
+
+/**
+ * Normalize a priority value to lowercase
+ * @param {string} priority - The priority to normalize
+ * @returns {TaskPriority|null} The normalized priority or null if invalid
+ */
+export function normalizeTaskPriority(priority) {
+	if (!priority) return null;
+	const normalized = priority.toLowerCase();
+	return isValidTaskPriority(normalized) ? normalized : null;
+}

src/profiles/base-profile.js

@@ -16,8 +16,9 @@ import path from 'path';
  * @param {string} [editorConfig.targetExtension='.md'] - Target file extension
  * @param {Object} [editorConfig.toolMappings={}] - Tool name mappings
  * @param {Array} [editorConfig.customReplacements=[]] - Custom text replacements
- * @param {Object} [editorConfig.customFileMap={}] - Custom file name mappings
+ * @param {Object} [editorConfig.fileMap={}] - Custom file name mappings
  * @param {boolean} [editorConfig.supportsRulesSubdirectories=false] - Whether to use taskmaster/ subdirectory for taskmaster-specific rules (only Cursor uses this by default)
+ * @param {boolean} [editorConfig.includeDefaultRules=true] - Whether to include default rule files
  * @param {Function} [editorConfig.onAdd] - Lifecycle hook for profile addition
  * @param {Function} [editorConfig.onRemove] - Lifecycle hook for profile removal
  * @param {Function} [editorConfig.onPostConvert] - Lifecycle hook for post-conversion
@@ -29,34 +30,38 @@ export function createProfile(editorConfig) {
 		displayName = name,
 		url,
 		docsUrl,
-		profileDir,
+		profileDir = `.${name.toLowerCase()}`,
 		rulesDir = `${profileDir}/rules`,
 		mcpConfig = true,
-		mcpConfigName = 'mcp.json',
+		mcpConfigName = mcpConfig ? 'mcp.json' : null,
 		fileExtension = '.mdc',
 		targetExtension = '.md',
 		toolMappings = {},
 		customReplacements = [],
-		customFileMap = {},
+		fileMap = {},
 		supportsRulesSubdirectories = false,
+		includeDefaultRules = true,
 		onAdd,
 		onRemove,
 		onPostConvert
 	} = editorConfig;
 
-	const mcpConfigPath = `${profileDir}/${mcpConfigName}`;
+	const mcpConfigPath = mcpConfigName ? `${profileDir}/${mcpConfigName}` : null;
 
 	// Standard file mapping with custom overrides
 	// Use taskmaster subdirectory only if profile supports it
 	const taskmasterPrefix = supportsRulesSubdirectories ? 'taskmaster/' : '';
 	const defaultFileMap = {
-		'cursor_rules.mdc': `${name.toLowerCase()}_rules${targetExtension}`,
-		'dev_workflow.mdc': `${taskmasterPrefix}dev_workflow${targetExtension}`,
-		'self_improve.mdc': `self_improve${targetExtension}`,
-		'taskmaster.mdc': `${taskmasterPrefix}taskmaster${targetExtension}`
+		'rules/cursor_rules.mdc': `${name.toLowerCase()}_rules${targetExtension}`,
+		'rules/dev_workflow.mdc': `${taskmasterPrefix}dev_workflow${targetExtension}`,
+		'rules/self_improve.mdc': `self_improve${targetExtension}`,
+		'rules/taskmaster.mdc': `${taskmasterPrefix}taskmaster${targetExtension}`
 	};
 
-	const fileMap = { ...defaultFileMap, ...customFileMap };
+	// Build final fileMap - merge defaults with custom entries when includeDefaultRules is true
+	const finalFileMap = includeDefaultRules
+		? { ...defaultFileMap, ...fileMap }
+		: fileMap;
 
 	// Base global replacements that work for all editors
 	const baseGlobalReplacements = [
@@ -187,7 +192,8 @@ export function createProfile(editorConfig) {
 			replacement: (match, text, filePath) => {
 				const baseName = path.basename(filePath, '.mdc');
 				const newFileName =
-					fileMap[`${baseName}.mdc`] || `${baseName}${targetExtension}`;
+					finalFileMap[`rules/${baseName}.mdc`] ||
+					`${baseName}${targetExtension}`;
 				// Update the link text to match the new filename (strip directory path for display)
 				const newLinkText = path.basename(newFileName);
 				// For Cursor, keep the mdc: protocol; for others, use standard relative paths
@@ -201,8 +207,8 @@ export function createProfile(editorConfig) {
 	};
 
 	function getTargetRuleFilename(sourceFilename) {
-		if (fileMap[sourceFilename]) {
-			return fileMap[sourceFilename];
+		if (finalFileMap[sourceFilename]) {
+			return finalFileMap[sourceFilename];
 		}
 		return targetExtension !== fileExtension
 			? sourceFilename.replace(
@@ -221,7 +227,8 @@ export function createProfile(editorConfig) {
 		mcpConfigName,
 		mcpConfigPath,
 		supportsRulesSubdirectories,
-		fileMap,
+		includeDefaultRules,
+		fileMap: finalFileMap,
 		globalReplacements: baseGlobalReplacements,
 		conversionConfig,
 		getTargetRuleFilename,

src/profiles/claude.js

@@ -2,58 +2,96 @@
 import path from 'path';
 import fs from 'fs';
 import { isSilentMode, log } from '../../scripts/modules/utils.js';
+import { createProfile } from './base-profile.js';
+
+// Helper function to recursively copy directory (adopted from Roo profile)
+function copyRecursiveSync(src, dest) {
+	const exists = fs.existsSync(src);
+	const stats = exists && fs.statSync(src);
+	const isDirectory = exists && stats.isDirectory();
+	if (isDirectory) {
+		if (!fs.existsSync(dest)) fs.mkdirSync(dest, { recursive: true });
+		fs.readdirSync(src).forEach((childItemName) => {
+			copyRecursiveSync(
+				path.join(src, childItemName),
+				path.join(dest, childItemName)
+			);
+		});
+	} else {
+		fs.copyFileSync(src, dest);
+	}
+}
+
+// Helper function to recursively remove directory
+function removeDirectoryRecursive(dirPath) {
+	if (fs.existsSync(dirPath)) {
+		try {
+			fs.rmSync(dirPath, { recursive: true, force: true });
+			return true;
+		} catch (err) {
+			log('error', `Failed to remove directory ${dirPath}: ${err.message}`);
+			return false;
+		}
+	}
+	return true;
+}
 
 // Lifecycle functions for Claude Code profile
 function onAddRulesProfile(targetDir, assetsDir) {
-	// Use the provided assets directory to find the source file
-	const sourceFile = path.join(assetsDir, 'AGENTS.md');
-	const destFile = path.join(targetDir, 'CLAUDE.md');
+	// Copy .claude directory recursively
+	const claudeSourceDir = path.join(assetsDir, 'claude');
+	const claudeDestDir = path.join(targetDir, '.claude');
 
-	if (fs.existsSync(sourceFile)) {
-		try {
-			fs.copyFileSync(sourceFile, destFile);
-			log('debug', `[Claude] Copied AGENTS.md to ${destFile}`);
-		} catch (err) {
-			log('error', `[Claude] Failed to copy AGENTS.md: ${err.message}`);
+	if (!fs.existsSync(claudeSourceDir)) {
+		log(
+			'error',
+			`[Claude] Source directory does not exist: ${claudeSourceDir}`
+		);
+		return;
 	}
+
+	try {
+		copyRecursiveSync(claudeSourceDir, claudeDestDir);
+		log('debug', `[Claude] Copied .claude directory to ${claudeDestDir}`);
+	} catch (err) {
+		log(
+			'error',
+			`[Claude] An error occurred during directory copy: ${err.message}`
+		);
 	}
 }
 
 function onRemoveRulesProfile(targetDir) {
-	const claudeFile = path.join(targetDir, 'CLAUDE.md');
-	if (fs.existsSync(claudeFile)) {
-		try {
-			fs.rmSync(claudeFile, { force: true });
-			log('debug', `[Claude] Removed CLAUDE.md from ${claudeFile}`);
-		} catch (err) {
-			log('error', `[Claude] Failed to remove CLAUDE.md: ${err.message}`);
-		}
+	// Remove .claude directory recursively
+	const claudeDir = path.join(targetDir, '.claude');
+	if (removeDirectoryRecursive(claudeDir)) {
+		log('debug', `[Claude] Removed .claude directory from ${claudeDir}`);
 	}
 }
 
 function onPostConvertRulesProfile(targetDir, assetsDir) {
+	// For Claude, post-convert is the same as add since we don't transform rules
 	onAddRulesProfile(targetDir, assetsDir);
 }
 
-// Simple filename function
-function getTargetRuleFilename(sourceFilename) {
-	return sourceFilename;
-}
-
-// Simple profile configuration - bypasses base-profile system
-export const claudeProfile = {
-	profileName: 'claude',
+// Create and export claude profile using the base factory
+export const claudeProfile = createProfile({
+	name: 'claude',
 	displayName: 'Claude Code',
+	url: 'claude.ai',
+	docsUrl: 'docs.anthropic.com/en/docs/claude-code',
 	profileDir: '.', // Root directory
-	rulesDir: '.', // No rules directory needed
-	mcpConfig: false, // No MCP config needed
+	rulesDir: '.', // No specific rules directory needed
+	mcpConfig: false,
 	mcpConfigName: null,
-	mcpConfigPath: null,
-	conversionConfig: {},
-	fileMap: {},
-	globalReplacements: [],
-	getTargetRuleFilename,
-	onAddRulesProfile,
-	onRemoveRulesProfile,
-	onPostConvertRulesProfile
-};
+	includeDefaultRules: false,
+	fileMap: {
+		'AGENTS.md': 'CLAUDE.md'
+	},
+	onAdd: onAddRulesProfile,
+	onRemove: onRemoveRulesProfile,
+	onPostConvert: onPostConvertRulesProfile
+});
+
+// Export lifecycle functions separately to avoid naming conflicts
+export { onAddRulesProfile, onRemoveRulesProfile, onPostConvertRulesProfile };