Skills for “ci”

…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…

…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…

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,…

…and create AIDP jobs via `infa2aidp cli deploy` (OCI-signed REST calls — upload files, create job objects). Use once notebooks from infa-migrate-mapping have been reviewed and are ready to land in an AIDP…

…migrator engine. Verifies Python + engine dependencies, which `infa2aidp` actually resolves, the LLM provider key (OPENAI_API_KEY on this Codex build), and (only if the user needs them) OCI/AIDP reachability…

…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…

…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…

…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…

…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…

…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…

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.

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.

…or masking/classifying columns. Primary engine is the official `aidp` CLI; the same REST API via `oci raw-request` is the no-CLI…

…manage stored user-setting entries. Self-contained — official `aidp user-setting` CLI preferred, `oci raw-request`…

…from the workspace filesystem). Control-plane via the official `aidp`…

…Sharing — create/manage shares, add data assets, manage recipients, and grant access/permissions. Use when the user wants to share a table/schema with another team or org, set up Delta Sharing, manage recipients, or…

…setup for the self-contained AIDP plugin. Verifies the oci CLI + a DEFAULT api_key profile, installs the bundled Python deps, discovers region + DataLake OCID + workspace, then smoke-tests both engines (a…

…manage connection credentials. Primary engine is the official `aidp` CLI (`aidp credentials …`); the same Preview REST API via `oci raw-request` is the no-CLI fallback. Verify the endpoint live before relying on…

…3-step upload→infer→create path. Control-plane via the official `aidp`…