The Agent Skills Directory

[EXTERNAL_DOWNLOADS]: The skill downloads the uv package manager installer from astral.sh, which is the official domain for the well-known Astral technology company. This is used for fast Python dependency management and execution during the research loop.
[REMOTE_CODE_EXECUTION]: Several scripts, including setup.sh and the instructions in SKILL.md, use the pattern curl | sh to install the uv tool. This is a standard installation method provided by the vendor and is appropriate for the skill's purpose of environment preparation.
[INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest research directives from a program.md file, which serves as an external context for the agent's autonomous decisions.
Ingestion points: program.md is read by the agent at the start of every experimentation iteration.
Boundary markers: Not present; the agent is instructed to follow the Markdown directions directly without specific delimiters.
Capability inventory: The agent possesses file editing capabilities (train.py), shell execution (uv run train.py), and git operations (commit, reset).
Sanitization: No input sanitization is performed on the directives, as they are intended for semantic interpretation by the LLM.

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