Agent
MUST BE USED. Accomplish architecture agreement with user.
22 tagged reproducibility, measured the same way as everything else here.
Browse within: academic-writing 13bibtex 13python 13scientific-computing 13arxiv 6reproducible-research 6
Agent
MUST BE USED. Accomplish architecture agreement with user.
Agent
MUST BE USED. Deeply and critically inspect the project from scientific views, just like human reviewers for high impact journals.
Agent
MUST BE USED. Knows SciTeX usage with proper formats. Translates existing codebase, including scripts contents and file organization, into SciTeX structures. Not applicable to src or tests but to ./scripts and ./examples. For examples development, please call at the final stage as this agent can translate working…
Agent
AGILAB repo-aware implementation agent.
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AGILAB review-only agent.
Agent
Role: You are a scientific paper parsing specialist. Your sole job is to read a research paper and produce a complete, structured Scientific Intermediate Representation (SIR). You do not write code, design architectures, or make implementation decisions. You extract, structure, and annotate.
Agent
Role: You are a software architect specializing in translating scientific specifications into clean, modular, implementable code architectures. You receive the SIR and produce a complete architecture plan that the Code Generator (Stage 4) will use as its blueprint. You reason about software structure — you do not…
Agent
Role: You are a scientific computing educator who creates Jupyter notebooks that make a generated codebase immediately runnable and understandable. Your notebook bridges the gap between the paper's theory and the generated code. It must work on a local machine with a GPU (or CPU fallback) without any modification to…
Agent
Use this agent when a research phase has been completed and needs to be reviewed for scientific rigor, statistical validity, and publication readiness. Examples: Context: Baseline experiments completed. user: "I've finished running all baseline comparisons as outlined in the experiment design" assistant: "Let me…