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AGENTS.md & Agent Config Quality Gate
The AGENTS.md & Agent-Config Quality Gate is an adversarial reviewer for AGENTS.md files and other agent instruction or configuration files.
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See it in action
You say
Review this AGENTS.md:
- Always write clean code.
- Move fast and ship.
- Tools: helper (no section describing what the agent must not do)
Your agent does
VERDICT: REVISE CLARITY: ambiguous - "clean code" has no definition the agent can check. CONSISTENCY: conflicting - "always write clean code" and "move fast and ship" can pull in opposite directions with no priority. GUARDRAILS: missing - no do-not list and no limits on destructive actions or scope. TOOLS & SCOPE: tool "helper" has no defined inputs, outputs, or file scope. TESTABILITY: "move fast" has no observable success criterion. TOP 3 FIXES: define what clean code means here or link a standard; set a priority when rules conflict; add an explicit do-not list and define the helper tool's scope.
What you get
About this skill
The AGENTS.md & Agent-Config Quality Gate is an adversarial reviewer for AGENTS.md files and other agent instruction or configuration files. You paste the file and it reads it the way a careful agent would when trying to follow it literally — then returns a structured verdict. It does not rewrite your config or generate one.
It runs five passes — clarity, consistency, guardrails, tool and scope definition, and testability — and returns a structured PASS / REVISE / BLOCK verdict with the highest-impact fixes first. It is built to be the last read before a config drives real agent behavior, when the author is too close to the file to spot an ambiguous rule, a quiet contradiction, or a missing limit on destructive actions.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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Creator
PubsProToolkit builds rigor-first skills for AI agents — they write your docs and content properly, then adversarially review them to catch what's wrong before it ships. The result: cleaner output and a hard quality gate in one toolkit. Built by a CMPP-certified, PhD medical writer who brings regulated-industry standards to developer docs, content, compliance, and research integrity.
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