AIF Min-Max Prompter
Test-driven prompt minification. Paste 2-3 example outputs you want to replicate; the skill generates the smallest prompt that consistently produces that style. Iteratively compresses and stress-tests against varied inputs. Returns the minimal working prompt, a 5-test pass/fail table, an iteration log, and a list of failure modes that would push the prompt out of style.
What you'll download
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aif-min-max-prompter/README.md2.6 KB -
aif-min-max-prompter/SKILL.md6.4 KB
Once you complete checkout, AI Info Forge will email you a download link with the SHA-256 hash above so you can verify the file you receive hasn't been tampered with.
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Passed AI Info Forge's test suite on the current Claude model.
Per-model detail
- sonnet-4.6 passed 4/5 pass
- opus-4.8 passed 4/5 pass · 1 partial
- haiku-4.5 passed 4/5 pass · 1 partial
AI Info Forge tests every prompt against current Claude models using seller-supplied + AIF-synthesized edge cases. A passing badge means the prompt holds up under real-world inputs — not just the easy ones the seller thought of.
Hi — I'm Scott. I'm running AI Info Forge because the Claude skills market is full of prompts that worked last month and break this month. Verified, drift-tested skills is the version of this market I wish existed. If you've felt the same friction, take a look around the shop, or join the list for updates when new prompts and tools ship.
— Scott Sokolowski, Founder