The Agent Skills Directory

[COMMAND_EXECUTION]: The skill executes docker run commands to perform data analysis. It uses host path bind-mounts (-v $WORKSPACE:$WORKSPACE) to provide the container with access to local experiment data and to save outputs back to the workspace. It also utilizes a secondary alpine container to perform chown operations on the generated results.
[EXTERNAL_DOWNLOADS]: The skill pulls a Docker image from a remote registry. The image identifier (tao_toolkit.data_services) is retrieved from a local versions.yaml file, and the image is fetched using docker pull prior to execution.
[REMOTE_CODE_EXECUTION]: The skill runs containerized code to perform complex computational tasks, including decision threshold optimization and weakness ranking. This execution is performed with GPU acceleration (--gpus all) and is the primary purpose of the skill.
[DATA_EXFILTRATION]: A localized packaging script (hooks/rca-package.sh) copies session transcripts and skill configuration files into the analysis results directory. This provides a record of the analysis session for auditing purposes but involves reading metadata and settings from the environment's configuration directories.

tao-analyze-gaps-visual-changenet