explore-run

Installation
SKILL.md

explore-run

Use the shared operating principles in ../../references/agent-operating-principles.md; this skill should guide candidate run planning while preserving model judgment about the active repo.

When to apply

  • When the researcher explicitly authorizes exploratory runs.
  • When the task is a small-subset validation, short-cycle training probe, batch sweep, idle-GPU search, or quick transfer-learning trial.
  • When the output should rank candidate runs rather than certify trusted success.

When not to apply

  • When the user wants trusted training execution or conservative verification.
  • When there is no explicit exploratory authorization.
  • When the task is repository setup, intake, or debugging.

Clear boundaries

Related skills

More from lllllllama/ai-paper-reproduction-skill

Installs
130
GitHub Stars
51
First Seen
Apr 1, 2026