Description
explore-run is an agent skill from the rigorpilot-skills collection that plans and runs bounded exploratory experiments on a deep learning research repository. It is the Rigor Improve and Rigor Explore run leaf skill, and its installed name is kept for compatibility. It is for the case where a researcher explicitly authorizes exploratory runs, such as a small-subset validation, a short training probe, a batch sweep, a search that uses idle GPU capacity or a quick transfer-learning trial. The purpose of these runs is to produce evidence that ranks candidate runs against each other, so the skill is careful not to present an output as a certified success. It preserves the model's judgment about the repository it is working in, so the planning depends on the specific project rather than on a fixed template. The skill is meant to keep exploratory work small and bounded, which helps avoid burning compute on runs that were never well planned. It is a companion to the explore-code skill for candidate changes and the run-train skill for full training. It should not be used when the researcher has not authorized exploration, or when the goal is a trusted, final result. The skill passes Socket and Snyk, and Gen Agent Trust Hub shows a warning on skills.sh. Install it with npx skills add https://github.com/lllllllama/rigorpilot-skills --skill explore-run.…
Highlights
- Bounded exploratory runs after explicit authorization
- Small-subset validation, short training probes and transfer trials
- Ranks candidate runs rather than certifying success
- Keeps the model's judgment about the repository
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explore-run FAQ
What kinds of run does it plan?
Small-subset validation, short-cycle training probes, batch sweeps, idle-GPU searches and quick transfer-learning trials.
Does a run prove a result?
No. The output ranks candidate runs and does not certify trusted success.
When should I use it instead of run-train?
Use explore-run for bounded exploration, and run-train when the training command has been selected and should run conservatively.
How do I install it?
Run npx skills add https://github.com/lllllllama/rigorpilot-skills --skill explore-run.
Which security audits does it have?
On skills.sh, Gen Agent Trust Hub shows a warning, and Socket and Snyk pass.
What are the best explore-run alternatives?
Popular alternatives to explore-run include explore-code, newsletter-generation and deep-research. See all explore-run alternatives