lllllllama/rigorpilot-skills
ai-research-explore
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.
What you’re adding
This skill may reference tools or services you need to set up separately. The package check shows the exact files; it does not install dependencies or run scripts.
34 files in the provider snapshot
agents/openai.yaml423 Breferences/ai-research-explore-policy.md1,803 Breferences/idea-evaluation-framework.md1,117 Breferences/research-campaign-spec.md9,663 Breferences/smoke-validation-policy.md787 Breferences/source-mapping-policy.md615 Breferences/sources-naming-policy.md895 Bscripts/lookup/__init__.py624 Bscripts/lookup/cache_store.py8,607 Bscripts/lookup/inventory_writer.py3,139 Bscripts/lookup/normalizers.py4,907 Bscripts/lookup/providers/__init__.py457 Bscripts/lookup/providers/arxiv_provider.py2,864 Bscripts/lookup/providers/base.py3,086 Bscripts/lookup/providers/doi_provider.py2,828 Bscripts/lookup/providers/github_provider.py3,382 Bscripts/lookup/providers/optional_provider.py844 Bscripts/lookup/providers/url_provider.py2,090 Bscripts/lookup/record_schema.py3,445 Bscripts/lookup/repo_extractors.py3,064 Bscripts/lookup/source_support.py4,505 Bscripts/orchestrate_explore.py124.8K Bscripts/passes/__init__.py909 Bscripts/passes/atomic_idea_decomposition.py12.8K Bscripts/passes/candidate_idea_generation.py22.1K Bscripts/passes/execution_feasibility.py20K Bscripts/passes/idea_cards.py1,788 Bscripts/passes/idea_ranking.py8,649 Bscripts/passes/implementation_fidelity.py16.6K Bscripts/passes/improvement_bank.py19.2K Bscripts/passes/lookup_sources.py16.6K Bscripts/passes/source_mapping.py19.6K Bscripts/write_outputs.py1,194 BSKILL.md6,701 B
Snapshot inspected Sep 14, 2026. Adding uses a fresh GitHub revision and checks it separately.
Your vault, your checks
- 01Inspect the source
Review the exact revision, files and available capacity.
- 02Save a private Draft
Run your vault’s security scan and complete any required review.
- 03Use the approved version
Make it available through your existing agent connection.
Observed activity
All-time installs reported by skills.sh. Daily observations start when this catalog is first synchronized.
| Date | Installs | Rank |
|---|---|---|
| Sep 7, 2026 | 311,178 | #174 |
| Sep 9, 2026 | 311,188 | #176 |
| Sep 10, 2026 | 311,199 | #176 |
| Sep 11, 2026 | 311,207 | #176 |
| Sep 13, 2026 | 311,221 | #176 |
| Sep 14, 2026 | 311,229 | #176 |
| Sep 15, 2026 | 311,235 | #176 |