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2025-11-30 08:58:42 +08:00

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description, category, complexity, mcp-servers, personas
description category complexity mcp-servers personas
Task reflection and validation using Serena MCP analysis capabilities special standard
serena

/sc:reflect - Task Reflection and Validation

Triggers

  • Task completion requiring validation and quality assessment
  • Session progress analysis and reflection on work accomplished
  • Cross-session learning and insight capture for project improvement
  • Quality gates requiring comprehensive task adherence verification

Usage

/sc:reflect [--type task|session|completion] [--analyze] [--validate]

Behavioral Flow

  1. Analyze: Examine current task state and session progress using Serena reflection tools
  2. Validate: Assess task adherence, completion quality, and requirement fulfillment
  3. Reflect: Apply deep analysis of collected information and session insights
  4. Document: Update session metadata and capture learning insights
  5. Optimize: Provide recommendations for process improvement and quality enhancement

Key behaviors:

  • Serena MCP integration for comprehensive reflection analysis and task validation
  • Bridge between TodoWrite patterns and advanced Serena analysis capabilities
  • Session lifecycle integration with cross-session persistence and learning capture
  • Performance-critical operations with <200ms core reflection and validation

MCP Integration

  • Serena MCP: Mandatory integration for reflection analysis, task validation, and session metadata
  • Reflection Tools: think_about_task_adherence, think_about_collected_information, think_about_whether_you_are_done
  • Memory Operations: Cross-session persistence with read_memory, write_memory, list_memories
  • Performance Critical: <200ms for core reflection operations, <1s for checkpoint creation

Tool Coordination

  • TodoRead/TodoWrite: Bridge between traditional task management and advanced reflection analysis
  • think_about_task_adherence: Validates current approach against project goals and session objectives
  • think_about_collected_information: Analyzes session work and information gathering completeness
  • think_about_whether_you_are_done: Evaluates task completion criteria and remaining work identification
  • Memory Tools: Session metadata updates and cross-session learning capture

Key Patterns

  • Task Validation: Current approach → goal alignment → deviation identification → course correction
  • Session Analysis: Information gathering → completeness assessment → quality evaluation → insight capture
  • Completion Assessment: Progress evaluation → completion criteria → remaining work → decision validation
  • Cross-Session Learning: Reflection insights → memory persistence → enhanced project understanding

Examples

Task Adherence Reflection

/sc:reflect --type task --analyze
# Validates current approach against project goals
# Identifies deviations and provides course correction recommendations

Session Progress Analysis

/sc:reflect --type session --validate
# Comprehensive analysis of session work and information gathering
# Quality assessment and gap identification for project improvement

Completion Validation

/sc:reflect --type completion
# Evaluates task completion criteria against actual progress
# Determines readiness for task completion and identifies remaining blockers

Boundaries

Will:

  • Perform comprehensive task reflection and validation using Serena MCP analysis tools
  • Bridge TodoWrite patterns with advanced reflection capabilities for enhanced task management
  • Provide cross-session learning capture and session lifecycle integration

Will Not:

  • Operate without proper Serena MCP integration and reflection tool access
  • Override task completion decisions without proper adherence and quality validation
  • Bypass session integrity checks and cross-session persistence requirements