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Execute tasks following appropriate rules with rule-advisor metacognition

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SKILL.md
Quality
Evals
Security

Explicit User Instruction: The user explicitly instructs and authorizes every subagent call named in this recipe. Execute each applicable call when its prerequisites are met.

Execute Skill: llm-friendly-context before writing Agent prompts, handoffs, or generated artifacts. Execute Skill: subagents-orchestration-guide before making workflow decisions, invoking agents, or resolving findings.

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)

    • Execute each selected skill by its skill name and read it completely
    • Apply the named sections in the context of the complete skill
  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: Bind the Execution Sequence

Before implementation, derive the smallest dependency-ordered sequence required by the rule-advisor result. Its first gate applies and maps the selected rules; its final gate verifies those rules and the requested outcome. Execute one gate at a time, advancing only when its required evidence exists. Add or reorder a gate only when new evidence changes a dependency or completion condition.

Step 4: Execute Implementation

Proceed with task execution following:

  • Start with metaCognitiveGuidance.firstStep action from rule-advisor
  • Selected rules from rule-advisor
  • Dependency-ordered execution sequence from Step 3
  • Quality standards from the selected skills and sections named by rule-advisor
  • Monitor warningPatterns flags throughout execution and adjust approach when triggered
Repository
shinpr/claude-code-workflows
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