Skills for “ci”

…over the Limited-Availability AgentFlows REST API via `oci raw-request`; verify live first. (An `aidp` MCP `list_agent_flows`, if configured, is an optional read accelerator…

…network drop) or when resuming after a manual fix to a specific dep…

…Oracle AIDP Databricks migrator. Verifies Python deps, OCI auth, AIDP cluster reachability, and the customer's env-coords file. Use the first time the user invokes the migrator on a workstation, or when any other…

…applies 18 DDL rules (3-part→2-part flatten, s3://→oci:// via bucket-map, source-format preserved (Delta stays Delta) with delta.* property scrub, MV/streaming rejection, CREATE SCHEMA COMMENT-colon strip).…

…Re-executes cells from history index N onwards (or a specific cell range) through the execute+verify+fix loop, with a 'why' reason injected so the model knows what to fix. Use when aidp-migrate-job left a notebook…

…Use after aidp-build-dag and before aidp-migrate-job, especially the first time you migrate against a target…

Configure the s3:// → oci:// bucket / namespace mapping the migrator uses to rewrite paths during notebook + catalog migration. Use when (a) the user has external tables / files at s3:// paths that need to land on OCI…

Choose and verify the safest low-cost refresh strategy for a Fusion AIDP bronze, silver, or gold node. Use when deciding between native incremental, watermark delta, scoped recompute, or replacement behavior.

Use AIDP control-plane REST primitives for OCI signing, discovery, notebook upload, job dispatch, polling, output retrieval, and marker parsing. Use when another workflow must operate a live AIDP cluster through REST.

…large intermediates. CPU-only code and absent GPU dependencies are normal unless NVIDIA is prohibited. Exclude required cross-vendor or CPU-only deployment, vendor-lowered dense or NN layers, general Warp API…

…scale, or fails a QA/validation recheck. Also for explicit symptoms — exploding, NaN/inf, zero, or subtly wrong gradients, suspected wp.Tape/backward issues, gradcheck failures — but users usually describe only the…

…work begins; JIT modules recompiling on every run or every CI job. Only applies when the code being optimized uses Warp kernels. Not for steady-state kernel runtime, memory, correctness, building Warp itself from…

…kernels into Hugging Face `transformers` models by replacing the library's submodule(s) and certain class(es)' implementations, and patching certain class(es)' init/forward/load weight methods prior to instantiating…

Port a published computer vision paper's official code and training recipe onto a customer's own dataset, or diagnose why such a transfer produced bad numbers. Use this whenever someone wants to reproduce a CV paper,…

…image pairs for PASS/NO_PASS classification, or producing change-segmentation masks. Trigger phrases include "train Visual ChangeNet", "ChangeNet classify", "ChangeNet segment", "AOI defect detection", "PCB…

…loop". Routes through the per-model SKILL.md for action specifics and through `tao-launch-workflow` for platform/credentials/dataset…

…architecture with hierarchical feature extraction, efficient for real-time segmentation tasks. Use when training, evaluating, exporting, quantizing, or running inference for a TAO SegFormer model. Trigger phrases…

…Supports a wide range of backbones (FAN, EfficientNet, ResNet, etc.) with distillation and quantization for deployment. Use when training, evaluating, distilling, quantizing, exporting, or running…

…using FastFoundationStereo (FFS), the distilled bp2 commercial variant of FoundationStereo. Predicts disparity maps from stereo image pairs with ~10× lower latency than full FoundationStereo. Use when training,…

…for 2D object detection. Uses deformable attention for efficient multi-scale feature processing, lighter than DINO with competitive accuracy. Use when training, evaluating, exporting, quantizing, or running inference…