Review Commands
A curated collection of 5 review commands for building with AI coding agents.
Command
Benchmark Rerankers
Measure whether adding a reranker actually improves retrieval, by scoring reranked vs. un-reranked results on a labeled query set.
/benchmark-rerankers<path to eval set / retrieval results, or a description of the pipeline>
Command
Find Bug
Investigate a reported symptom, form hypotheses, and locate the root cause.
/find-bug[symptom]
Command
Red Team LLM
Red-team an LLM app or agent for prompt injection, jailbreaks, and data leakage — probe the real attack surface (input, RAG, tools, system prompt) with adversarial inputs and report what got through and how to fix it.
/red-team-llm<the app/endpoint/agent to test, or a description of its inputs, tools, and data>
Command
Review PR
Review a pull request for correctness, security, and style, and summarize findings.
/review-pr[PR number]
Command
Security Scan
Scan the current diff or given paths for security vulnerabilities.
/security-scan[paths]