# ai-research-explore

> Claude/Codex skill by [@lllllllama](https://omgskills.com/library/lllllllama/index.md) · 484 stars · 357k installs · Updated 2026-09-23

Rigor Explore compatible skill slug for meaningful and potentially novel deep learning research candidates. Use when the researcher has chosen the task family, dataset, benchmark, evaluation method, provided SOTA references, and wants candidate-only exploration on top of \`current\_research\` with auditable repo understanding, idea gating, fair comparison, and governed experiments written to \`explore\_outputs/\`. Do not use for README-first trusted reproduction, open-ended direction finding, narrow code-only or run-only exploration, passive repo analysis, verified novelty claims, or implicit experimentation.

Tags: agent-skills, ai-agents, deep-learning, reproducibility, research-tools

## Install

```sh
git clone https://github.com/lllllllama/RigorPilot-Skills /tmp/RigorPilot-Skills && ln -s /tmp/RigorPilot-Skills/skills/ai-research-explore ~/.claude/skills/ai-research-explore
```

## From README

ai-research-explore Purpose Use this as the Rigor Explore compatible skill slug after the researcher explicitly authorizes candidate-only work on top of a durable currentresearch anchor. The installed slug remains ai-research-explore for compatibility. Rigor Explore is for meaningful and potentially novel deep learning research candidates while preserving scientific rigor, comparability, reproducibility, and auditable collaboration. Novelty and significance remain hypotheses before literature contrast, ablation evidence, and fair comparison. The skill does not promise autonomous discovery, global benchmark completeness, novelty proof, or trusted reproduction success.

## Links

- HTML page: https://omgskills.com/library/lllllllama/rigorpilot-skills/ai-research-explore/
- GitHub: https://github.com/lllllllama/RigorPilot-Skills
- Author: [@lllllllama](https://omgskills.com/library/lllllllama/index.md)

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