ai-research-explore
lllllllamaTurn a research anchor into auditable candidate evidence.
deep learning research
What it does
Explores bounded deep-learning research candidates against a durable research anchor while preserving auditable, reproducible comparisons.
When to use it
Use when the researcher explicitly authorizes exploration and supplies a durable current-research context.
How to use it
Give it an authorized research campaign in a project; it evaluates candidates and writes candidate-only evidence into the project.
What you provide
- current_research anchor
- task, dataset, and benchmark
- evaluation source and SOTA reference
- compute budget
- An existing project
Uses
Access · 3
This skill
Zotero
Reads your Zotero literature
arXiv API
Fetches metadata from arXiv
~/.rigorpilot/PERSONAL_RIGOR.md
Reads your personal rigor settings
What you need · 11
Python is needed to use the deterministic orchestration and output scripts.
Requires shared operating, research-rigor, experiment, and thinking-loop references from ai-research-reproduction.
An available Zotero library enables preferred local curated-literature lookup.
Usually delegates construction of campaign-specific repository-understanding artifacts to analyze-project.
About this skill
- Visibility
- Public
- Repository
- lllllllama/rigorpilot-skills
- Created
- Oct 8, 2026
- Updated
- Oct 8, 2026
- Files
- 34