Model analysis recipes mirroring the apr CLI analysis subcommands. These examples demonstrate inspection, validation, diffing, benchmarking, profiling, QA gates, oracle identification, canary testing, tree visualization, hex forensics, and error explanation.
| Recipe | Example | CLI Equivalent | Description |
|---|
| Inspect | analysis_inspect | apr inspect | Model metadata and tensor listing |
| Validate | analysis_validate | apr validate | 100-point integrity validation |
| Diff | analysis_diff | apr diff | Weight-level model comparison |
| Recipe | Example | CLI Equivalent | Description |
|---|
| Bench | analysis_bench | apr bench | Throughput benchmarking across batch sizes |
| Profile | analysis_profile | apr profile | Roofline model profiling |
| Recipe | Example | CLI Equivalent | Description |
|---|
| QA Gates | analysis_qa_gates | apr qa | 6-gate falsifiable QA for CI/CD |
| Oracle | analysis_oracle | apr oracle | Model family identification |
| Canary | analysis_canary | apr canary | Canary regression testing |
| Recipe | Example | CLI Equivalent | Description |
|---|
| Tree | analysis_tree | apr tree | Architecture visualization as ASCII tree |
| Hex | analysis_hex | apr hex | Format-aware binary forensics |
| Explain | analysis_explain | apr explain | Error code explanation system |