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Coding Agent Quality Gate
An adversarial senior engineer review gate that audits AI-written code for security gaps and logic errors before shipping.
Free
See it in action
You say
Run a quality gate review on my current changes. I've added a new Stripe payment webhook handler in Python. The goal was to handle successful payments and update the database.
Your agent does
QUALITY GATE REVIEW VERDICT: BLOCK
BLOCKING
- [webhook.py:12] Security — Missing signature verification. Fix: Use stripe.Webhook.construct_event to verify the payload.
- [db.py:45] Logic — No transaction rollback on failure. Fix: Wrap DB cursor in try/except with connection.rollback().
SUMMARY: Matches core intent but lacks security.
About this skill
What it does
The Coding Agent Quality Gate acts as a senior-level "adversarial" reviewer designed specifically to audit AI-generated code before it reaches production. While AI agents are great at writing code that compiles, they often miss subtle edge cases, swallow errors, or include security anti-patterns. This skill provides a rigorous, multi-step inspection for correctness, safety, and honesty.
Why use this skill
Unlike standard LLM prompting, this skill is engineered with a "trust but verify" mindset. It forces the agent to cross-reference its own PR description against the actual implementation to catch "summary overclaims"—where an agent says it added error handling or validation but didn't. It serves as a necessary safety buffer to prevent AI-generated technical debt and security vulnerabilities from entering your codebase.
Key Features
- Substance over Style: Focuses on logic, security, and error handling rather than bikeshedding syntax or formatting.
- Intent Verification: Ensures the diff actually satisfies the requirements of the original task.
- Defensive Audit: Specifically hunts for null pointers, off-by-one errors, unhandled exceptions, and injection vulnerabilities.
- Clear Ship Decision: Returns a definitive SHIP, REVISE, or BLOCK verdict with line-referenced fixes.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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