Prompt Engineer

SkillAI & models

Lets your agent improve and rewrite prompts by running a step-by-step Python optimization script.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Prompt Engineer skill

About this skill

Invoke IMMEDIATELY via python script when user requests prompt optimization. Do NOT analyze first - invoke this skill immediately.

What this skill tells your AI

The instructions your AI receives, as published by solatis/claude-config in skills/prompt-engineer/SKILL.md and read by ahel’s review.

When this skill activates, IMMEDIATELY invoke the script. The script IS the workflow.

Invocation

Start with step 1 (triage) to determine scope:

Then continue with determined scope:

ArgumentRequiredDescription
--stepYesCurrent step (1 = triage, 2-6 = workflow)
--scopeFor 2+Required for steps 2-6. Determined by step 1.

Scopes

  • single-prompt: One prompt file, general optimization
  • ecosystem: Multiple related prompts that interact
  • greenfield: No existing prompt, designing from requirements
  • problem: Existing prompt(s) with specific issue to fix

Do NOT analyze or explore first. Run the script and follow its output.

Signals

GitHub stars
911
Forks
130
Last commit
Mar 2026
Advanced
Item type
skill
Key
prompt-engineer-solatis
Source
github.com/solatis/claude-config