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prompt-clarifying - Iteratively clarify and evaluate agent prompts

Iteratively improves agent-facing instructions through independent execution, two-sided evaluation, and targeted revisions until improvements plateau.

Tags

Updated: 2026-10-19

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Clarify agent-facing instructions
  • Prepare evaluation scenarios
  • Delegate independent executions
  • Evaluate execution results
  • Track ambiguity and metrics
  • Apply targeted prompt fixes
  • Check convergence across iterations

Inputs

  • Target agent instruction
  • Official reference material
  • Evaluation requirements
  • Delegation mechanism

Outputs

  • Revised agent instruction
  • Evaluation scenarios
  • Requirements checklist
  • Executor reports
  • Evaluation metrics
  • Unclear-points analysis
  • Failure-pattern ledger updates

Requirements

  • Explicit user request
  • Fresh independent executor
  • Available delegation mechanism
  • Access to relevant official references

Source

  • Spec: SKILL.md
prompt engineering
instruction refinement
agent evaluation
iterative testing
ambiguity analysis
Clarify agent-facing instructions
Prepare evaluation scenarios
Delegate independent executions
Evaluate execution results
Target agent instruction
Official reference material
Evaluation requirements
Revised agent instruction
Evaluation scenarios
Requirements checklist