Strengthen a raw user prompt into an execution-ready instruction set for Amp, Claude Code, Codex, or another AI agent.
SkillScore91Maintained
Automatic
◆AI Engineer pack
Last verified 8/27/2026
What it changes
Passed 21 of 23 test cases with the skill, and 5 of 23 without it.
Without skill22%
With skill91%
Checks it passed that the model alone missed
The response states maestro skill maestro:prompt-leverage.
The response outputs maestro skill maestro:prompt-leverage.
The response includes maestro skill maestro:prompt-leverage.
and 10 more in the full report
16 fixed5 passed either way2 still failing0 broke
Pass-rate lift
+70 pp
Tokens
-61%
Agent turns
0%
Response time
-64%
Model gemini-3.6-flashMeasured 8/27/2026v121 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 16
Prompt
I need to rewrite a document extraction prompt using provider-specific best practices from Maestro. What command loads the required prompt leverage framework?
What was checked, without and with the skill
Checked
Without skill
With skill
The response specifies maestro skill maestro:prompt-leverage.
Missed
Passed
case-19 · gemini-3.6-flash · 8/27/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md9 lines2 filesincludes scripts
Prompt Leverage -- Redirect
This skill is maintained in the maestro built-in skills registry. Load the full version:
maestro skill maestro:prompt-leverage
The built-in version includes the framework blocks, provider-specific references (Anthropic Claude, OpenAI GPT), and output mode templates. Loading it from maestro ensures you always get the latest version.