Review Commands
A curated collection of 6 review commands for building with AI coding agents.
Benchmark Rerankers
Measure whether adding a reranker actually improves retrieval, by scoring reranked vs. un-reranked results on a labeled query set.
Find Bug
Investigate a reported symptom, form hypotheses, and locate the root cause.
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.
Review PR
Review a pull request for correctness, security, and style, and summarize findings.
Review Tests
Review the quality of a test suite, not just whether it passes — find weak assertions, missing edge cases, and tests coupled to implementation.
Security Scan
Scan the current diff or given paths for security vulnerabilities.