rockrat

Use when a quest needs one or more follow-up runs such as ablations, robustness checks, error analysis, or failure analysis after a main experiment.

Use when a quest needs to attach, import, reproduce, repair, verify, compare, or publish a baseline and its metrics.

Use when a quest is ready for a concrete implementation pass or a main experiment run tied to a selected idea and an accepted baseline.

Use when the quest is ready to consolidate final claims, limitations, recommendations, summary state, and graph exports before stopping or archiving.

Retrieves a BibTeX citation entry from Google Scholar for a given paper title using Chrome DevTools. Use this skill whenever the user asks to get a BibTeX entry, citation, or bibliography item for a paper — especially when they provide a paper title and want the formatted BibTeX for use in LaTeX or a .bib file. Trigger on phrases like "get bib for", "fetch citation for", "find bibtex for", "add to refs.bib", "get the bibtex entry", or "look up citation on Google Scholar". Also trigger when the user pastes a paper title and wants a citation block, even if they don't say "Google Scholar" explicitly.

Use when a quest needs concrete hypotheses, limitation analysis, candidate directions, or a selected idea relative to the active baseline.

Searches for academic papers on IEEE Xplore. Use when the user wants to find papers by keyword on IEEE Xplore.

Use when a quest does not start from a blank state and the agent must first audit, trust-rank, and reconcile existing baselines, results, drafts, or review materials before choosing the next anchor.

Create MATLAB plain text Live Scripts (.m files) following specific formatting rules. Use when generating MATLAB scripts, educational MATLAB content, Live Scripts, or when the user requests .m files with rich text formatting.

Optimize MATLAB code for better performance through vectorization, memory management, and profiling. Use when user requests optimization, mentions slow code, performance issues, speed improvements, or asks to make code faster or more efficient.

Create comprehensive MATLAB unit tests using the MATLAB Testing Framework. Use when generating test files, test cases, unit tests, or when the user requests testing for MATLAB code, functions, or classes.

Run MATLAB tests, analyze results, collect code coverage, and set up CI/CD pipelines. Use when executing tests, filtering test suites, debugging test failures, generating coverage reports, or configuring buildtool and CI systems for MATLAB projects.

Use when a quest already has a paper, draft, or review package and the task is to map reviewer feedback into experiments, manuscript deltas, and a durable rebuttal / revision response.

Use when a draft, paper, or paper-like report is substantial enough for an independent skeptical audit before finalization, rebuttal, or revision routing.

Extracts full metadata from an Springer Nature article page (abstract, authors, keywords, DOI, references, PDF link). Use when the user wants details about a specific paper.

Searches for academic papers on Springer, also as known as Springer nature. Use when the user wants to find papers by keyword or title on springer nature article database.

Use when a quest has enough evidence to draft or refine a paper, report, or research summary without inventing missing support.