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engineer-prompt - Choose and apply effective prompt techniques

Diagnose prompt failures and recommend the smallest effective technique, with a concrete Markdown rewrite when useful.

Tags

Updated: 2026-10-16

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Diagnose prompt failure modes
  • Assess whether prompts are sufficient
  • Recommend minimal techniques
  • Explain technique tradeoffs
  • Rewrite prompts in Markdown
  • Compare prompting approaches

Inputs

  • Existing prompt
  • Task description
  • Reference documents
  • Output requirements
  • Workflow constraints

Outputs

  • Task-shape diagnosis
  • Technique recommendation
  • Tradeoff explanation
  • Markdown prompt rewrite

Requirements

  • Python 3.11 or later
  • VS Code agent environment

Source

  • Spec: SKILL.md

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prompt engineering
prompt debugging
prompt design
structured output
RAG
prompt chaining
Diagnose prompt failure modes
Assess whether prompts are sufficient
Recommend minimal techniques
Explain technique tradeoffs
Existing prompt
Task description
Reference documents
Task-shape diagnosis
Technique recommendation
Tradeoff explanation