Featured skillBestsellerStaff pick
Prompt Debugging Skill
A compact Codex-ready skill that audits prompts, spots ambiguity, and rewrites them into reliable production instructions.
4.8(64 reviews)
314+ installs
Verified
Benchmarked
GitHub linked
Skill preview
Prompt Debugging Skill
Benchmark run
A reusable skill for diagnosing weak prompts and fixing output drift
98.4%
pass rate
Signals processed
18.4k
VerifiedAverage latency
412ms
VerifiedManual hours saved
26h
VerifiedSeven-day performance sample
What this skill does
Prompt Debugging Skill gives your team a repeatable workflow for improving AI prompts. It checks role clarity, missing constraints, evaluation gaps, tool-use risks, and output formatting. It is lighter than a full agent and designed to be dropped into an existing assistant or repository workflow.
promptingqualitydebuggingskill
Fast setup
beginner setup with deployable skill.
Commercial-ready
commercial license included in this listing.
Fresh updates
Updated 1/12/2025.