Physicists

Repo Scientific Rigor Audit

Recurring repo-health and scientific-rigor audit for autonomous cQED studies. Use when: auditing recent studies, checking whether reports and notebooks are trustworthy, reviewing AGENTS.md or skills for drift, verifying reproducibility and artifact traceability, or assessing autonomous-agent readiness after major studies, refactors, or workflow changes.

SoraUmika0

Química Computacional

Qutip

Quantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum optics, or cavity QED. Best for physics research, open system dynamics, and educational simulations. NOT for circuit-based quantum computing—use qiskit, cirq, or pennylane for quantum algorithms and hardware execution.

Sologa0

Académico

Bmad Ml Literature Review

Produce citation-backed literature review artifact. Use when the user requests to "create a literature review" or "review the research literature".

SirNosh0

Académico

Paper Search

Search arXiv papers and build author collaboration networks. Trigger: 'search for papers about [keyword]', 'find latest papers on [topic]', 'build a collaboration network for [domain]', 'search [N] papers about [topic]'

Shengyi-Chung0

Académico

Review Summarizer

Use for the "Review Summarizer" step in a NeurIPS paper workflow when you need paragraph output for the Rebuttal And Review Response stage from verified inputs. Best for when refining or drafting the rebuttal and review response portion of a neurips-style paper; when you need a reusable artifact rather than a one-off paragraph rewrite; not for inventing unsupported experiments, citations, proofs, or contributions.

Documentos

Implementation Dump

Use for the "Implementation Dump" step in a NeurIPS paper workflow when you need paragraph output for the Appendix And Supplementary stage from verified inputs. Best for when refining or drafting the appendix and supplementary portion of a neurips-style paper; when you need a reusable artifact rather than a one-off paragraph rewrite; not for inventing unsupported experiments, citations, proofs, or contributions.

Appendix Structure

Use for the "Appendix Structure" step in a NeurIPS paper workflow when you need paragraph output for the Appendix And Supplementary stage from verified inputs. Best for when refining or drafting the appendix and supplementary portion of a neurips-style paper; when you need a reusable artifact rather than a one-off paragraph rewrite; not for inventing unsupported experiments, citations, proofs, or contributions.

Broader Impact

Use for the "Broader Impact" step in a NeurIPS paper workflow when you need paragraph output for the Discussion Limitations Conclusion stage from verified inputs. Best for when refining or drafting the discussion limitations conclusion portion of a neurips-style paper; when you need a reusable artifact rather than a one-off paragraph rewrite; not for inventing unsupported experiments, citations, proofs, or contributions.

Discussion Scope

Use for the "Discussion Scope" step in a NeurIPS paper workflow when you need paragraph output for the Discussion Limitations Conclusion stage from verified inputs. Best for when refining or drafting the discussion limitations conclusion portion of a neurips-style paper; when you need a reusable artifact rather than a one-off paragraph rewrite; not for inventing unsupported experiments, citations, proofs, or contributions.

Documentación Técnica

Method Teaser

Use for the "Method Teaser" step in a NeurIPS paper workflow when you need paragraph output for the Introduction stage from verified inputs. Best for when refining or drafting the introduction portion of a neurips-style paper; when you need a reusable artifact rather than a one-off paragraph rewrite; not for inventing unsupported experiments, citations, proofs, or contributions.

Testing

Experiment Coverage Check

Use for the "Experiment Coverage Check" step in a NeurIPS paper workflow when you need checklist output for the Experiments stage from verified inputs. Best for when refining or drafting the experiments portion of a neurips-style paper; when you need a reusable artifact rather than a one-off paragraph rewrite; not for inventing unsupported experiments, citations, proofs, or contributions.

Calidad de Código

Method Consistency Check

Use for the "Method Consistency Check" step in a NeurIPS paper workflow when you need checklist output for the Method stage from verified inputs. Best for when refining or drafting the method portion of a neurips-style paper; when you need a reusable artifact rather than a one-off paragraph rewrite; not for inventing unsupported experiments, citations, proofs, or contributions.

Ventas y Marketing

Roadmap Sync

Turn benchmark truth, publication strategy, and compute constraints into a concrete next-phase study roadmap.

necatiincekara0

Química Computacional

Quantum Field Theory

Quantum field theory, Feynman diagrams, and particle physics foundations

NeuralBlitz0

Química Computacional

Physics Publication

Mirror of the canonical .agents skill for publication-style physics notes covering API, UI, IR, runtime-selection, and validation before implementation.

MateuszZelent0

Depuración

Data Organization

Neutron reflectometry data layout, file naming conventions, column formats, and how to discover available data. USE FOR: understanding where data lives, interpreting file names, reading data columns, configuring paths. DO NOT USE FOR: fitting or reducing data (see fitting or time-resolved skills).

Partial Assessment

Assess partial reflectometry data overlap quality before combining. USE FOR: checking whether partial curves (parts) from different angular settings are consistent, diagnosing data quality issues, generating quality reports. DO NOT USE FOR: fitting combined data (see fitting skill) or understanding data layout (see data-organization skill).

Reflectometry Basics

Domain primer on neutron reflectometry — what it measures, how to interpret results, and quality metrics. USE FOR: understanding physical meaning of parameters, interpreting fit quality, explaining results to users. DO NOT USE FOR: running tools (see fitting, partial-assessment skills).

Time Resolved

Time-resolved neutron reflectometry with EIS correlation — extract timing intervals from EIS data, reduce neutron events by time slice, and process time-resolved measurements. Covers eis-intervals, simple-reduction, and eis-reduce-events tools. USE FOR: extracting EIS timing, reducing neutron event data, time-resolved analysis workflows. DO NOT USE FOR: fitting reduced data (see fitting skill) or data packaging (see data-packaging skill).

Scan Lab Motor

Launches the lab motor scan task manager to run a full scan workflow and report the results.

mdw7710

Depuración

Module Breakdown

Use for the "Module Breakdown" step in a NeurIPS paper workflow when you need paragraph output for the Method stage from verified inputs. Best for when refining or drafting the method portion of a neurips-style paper; when you need a reusable artifact rather than a one-off paragraph rewrite; not for inventing unsupported experiments, citations, proofs, or contributions.

Setting Scope

Use for the "Setting Scope" step in a NeurIPS paper workflow when you need paragraph output for the Problem Formulation And Preliminaries stage from verified inputs. Best for when refining or drafting the problem formulation and preliminaries portion of a neurips-style paper; when you need a reusable artifact rather than a one-off paragraph rewrite; not for inventing unsupported experiments, citations, proofs, or contributions.

Documentos

Abstract Draft

Use for the "Abstract Draft" step in a NeurIPS paper workflow when you need section draft output for the Title And Abstract stage from verified inputs. Best for when refining or drafting the title and abstract portion of a neurips-style paper; when you need a reusable artifact rather than a one-off paragraph rewrite; not for inventing unsupported experiments, citations, proofs, or contributions.

Cross Section Consistency

Use for the "Cross Section Consistency" step in a NeurIPS paper workflow when you need paragraph output for the Global Governance stage from verified inputs. Best for when refining or drafting the global governance portion of a neurips-style paper; when you need a reusable artifact rather than a one-off paragraph rewrite; not for inventing unsupported experiments, citations, proofs, or contributions.

Vol2 Cross Volume Propagation

Use after any mathematical wording, status, or formula change that may appear elsewhere in Vol II, Vol I, Vol III, superseded split files, notes, or compute layers. Do not use for isolated edits that cannot plausibly propagate.

raeez0

Calidad de Código

Vol2 Deep Audit

Use when the user asks to audit, review, red-team, falsify, pressure-test, or run a findings-first mathematical pass on a Vol II theorem, chapter, proof, or live surface. Do not use for straightforward fix-only requests where the rectification skill is the better fit.

raeez0

Experiment Draft

Use for the "Experiment Draft" step in a NeurIPS paper workflow when you need section draft output for the Experiments stage from verified inputs. Best for when refining or drafting the experiments portion of a neurips-style paper; when you need a reusable artifact rather than a one-off paragraph rewrite; not for inventing unsupported experiments, citations, proofs, or contributions.