Lightcone Research
Official@lightconeresearch
Offers standardized reproducibility frameworks for scientific paper analysis, ASTRA project specification, and constitution-driven research iteration.
Agent Skills by Lightcone Research
Showing 11 vetted skills indexed across 1 GitHub repositories.
LightconeResearchlc-from-code
Scan source files to generate or augment astra.yaml and universes/baseline.yaml.
LightconeResearchfigure-comparison
Compares paper reference figures, tables, and values with reproduced results.
LightconeResearchlc-new
Scope a research question into a complete astra.yaml project specification.
LightconeResearchlc-feedback
File actionable bug reports from the current Lightcone session.
LightconeResearchnarrative
Write anchor-linked narrative prose for ASTRA astra.yaml analyses.
LightconeResearchralph
Run constitution-driven tmux iteration loops until a desired state is reached.
LightconeResearchpaper-extraction
Convert an arXiv ID or DOI into a standardized paper directory with index.json and astra.yaml.
LightconeResearchcheck-sentence-by-sentence
Audit claim-bearing sentences in an ASTRA paper against code locations.
LightconeResearchlc-from-paper
Reproduce a published scientific paper as an ASTRA project from a DOI, arXiv ID, or PDF.
LightconeResearchastra
Author and debug astra.yaml specifications for ASTRA research analyses.
LightconeResearchlc-cli
Diagnose lightcone-cli status states and maintain astra.yaml reproducibility.
Frequently Asked Questions About Lightcone Research
FAQPage SchemaWhat specific research tasks are enabled by Lightcone Research?▼
These capabilities enable the systematic reproduction of scientific papers, the generation of ASTRA project specifications from source files, and the rigorous auditing of research claims against code. Users can extract data from arXiv IDs or DOIs to create standardized research environments for comparative analysis.
Which personas benefit most from these research capabilities?▼
Academic researchers, data scientists, and reproducibility engineers benefit from these capabilities. The system is designed for professionals who need to verify published scientific results, maintain consistent project states, and document research narratives through structured YAML specifications.
What are the prerequisites for initializing a new research project?▼
To initialize a project, you require a valid arXiv ID, DOI, or PDF document. The system uses these inputs to generate a standardized directory structure, including the essential index.json and astra.yaml files required for subsequent analysis and constitution-driven iteration.