ad-conf-check

What problem does it solve?

This Skill helps you confirm whether AutoDeploy YAML configuration settings were actually applied at runtime, or whether the system skipped, disabled, or fell back due to compatibility and transformation constraints.

Core Features & Use Cases

• Log-based config verification: Cross-references flattened YAML config keys against server log patterns to classify each setting as APPLIED, FAILED, SKIPPED, DISABLED, or UNKNOWN.
• Optional graph dump evidence: Uses per-transform FX graph snapshots from AD_DUMP_GRAPHS_DIR to validate transformations when logs are inconclusive.
• Optional nsys trace evidence: Uses Nsight Systems traces to detect executor/runtime-level behaviors that may not produce explicit log lines (e.g., chunked prefill and concurrency effects).

Quick Start

Run ad-conf-check by providing the TensorRT-LLM repo root path, the AutoDeploy YAML config path(s) (highest priority last), and the server log file path, optionally adding AD_DUMP_GRAPHS_DIR and/or an .nsys-rep trace for stronger evidence.