tinker-rlskill

Use this skill whenever the user mentions Tinker, tinker CLI, training runs, checkpoints, model fine-tuning with Tinker, tinker-cookbook, tinker recipes, or...

This skill is primarily a Tinker CLI/SDK cheat-sheet and cookbook reference, which is reasonable — but its runtime instructions expect you (or an agent) to: set or read TINKER_API_KEY, create/read ~/.tinker/config.json, run pip install and git pull, and authenticate to Hugging Face or W&B. The registry metadata lists no required env vars or config paths, which is inconsistent. Before installing or letting an agent run these commands: 1) Verify the skill source and the referenced GitHub repos yourself; 2) Confirm what 'uv pip' means in your environment; 3) Only provide API keys (TINKER_API_KEY, HF token, W&B key) if you trust the code and the exact commands being run; 4) Prefer to run installation and authentication steps manually in a controlled environment (not via an autonomous agent); 5) Ask the skill author/maintainer to declare required env vars and config paths in the registry and to avoid vague instructions that access user configs. These mismatches are not proof of malicious intent, but they are a clear coherence problem you should resolve before giving the skill access to secrets or running its install steps.