lightcone-cli
lightcone-cli (lc) is the agentic execution layer for
ASTRA (Agentic Schema for Transparent
Research Analysis). Describe your analysis to an AI agent and lc takes
care of the rest — specification, execution, and provenance.
Quick Start
uv tool install lightcone-cli
lc init my-analysis
cd my-analysis
claude
Then tell the agent what you have to start from — a research question
(/lc-new), existing code (/lc-from-code), or a paper to reproduce
(/lc-from-paper).
Skills
| Skill | What it does |
|---|---|
/lc-new |
Scope a new analysis from a research question into a full astra.yaml spec |
/lc-from-code |
Bring an existing codebase into ASTRA |
/lc-from-paper |
Reproduce a published paper end-to-end |
/lc-feedback |
File a bug report with version and error context auto-collected |
Capabilities
- Multiverse analysis — define methodological decisions with multiple options;
lcruns your analysis across all defensible paths automatically - Provenance integrity — every output gets a content-addressed manifest;
lc verifydetects tampering or broken chains - HPC-ready execution — Snakemake-backed DAG dispatch with SLURM and container support (Docker, Podman, Apptainer) out of the box
- Reproducible publishing —
lc export wrrocemits a Workflow Run RO-Crate bundle ready for Zenodo or WorkflowHub
License
BSD 3-Clause — see LICENSE for details.
1 maintainer
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The following attestation bundles were made for lightcone_cli-0.3.7-py3-none-any.whl:
Publisher:
pypi-publish.yaml on LightconeResearch/lightcone-cli
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Branch / Tag:
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Access:
public
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https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
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pypi-publish.yaml@38b42bcfc236b4218437ab5c1ee08756ec34efd5 -
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