Agent Skills: Task Execution with Metacognitive Analysis

Execute Skill: llm-friendly-context before writing Agent prompts, handoffs, or generated artifacts.

Task Execution with Metacognitive Analysis

Task: $ARGUMENTS

Mandatory Execution Process

Step 1: Rule Selection via rule-advisor (REQUIRED)

Invoke rule-advisor using Agent tool:

• subagent_type: "dev-workflows:rule-advisor"
• description: "Rule selection"
• prompt: "Task: $ARGUMENTS. Select appropriate rules and perform metacognitive analysis."

Step 2: Utilize rule-advisor Output

After receiving rule-advisor's JSON response, proceed with:

1. Understand Task Essence (from taskAnalysis.essence)

   • Focus on fundamental purpose, not surface-level work
   • Distinguish between "quick fix" vs "proper solution"

2. Follow Selected Rules (from selectedRules)

   • Review each selected rule section
   • Apply concrete procedures and guidelines

3. Recognize Past Failures (from metaCognitiveGuidance.pastFailures)

   • Apply countermeasures for known failure patterns
   • Use suggested alternative approaches

4. Execute First Action (from metaCognitiveGuidance.firstStep)

   • Start with recommended action
   • Use suggested tools first

Step 3: Create Task List with TaskCreate

Register work steps using TaskCreate. Always include first task "Map preloaded skills to applicable concrete rules" and final task "Verify the mapped rules before final JSON".

Break down the task based on rule-advisor's guidance:

• Reflect taskAnalysis.essence in task descriptions
• Apply metaCognitiveGuidance.firstStep to first task
• Restructure tasks considering warningPatterns
• Set priorities based on dependency order and warningPatterns severity

Step 4: Execute Implementation

Proceed with task execution following:

• Start with metaCognitiveGuidance.firstStep action from rule-advisor
• Update task structure with TaskUpdate to reflect rule-advisor insights
• Selected rules from rule-advisor
• Task structure (managed via TaskCreate/TaskUpdate)
• Quality standards defined in the selectedRules output from rule-advisor
• Monitor warningPatterns flags throughout execution and adjust approach when triggered