irudik
40 verified skills160 total stars
data-analysis
End-to-end R data analysis workflow from exploration through regression to publication-ready tables and figures
data-ai4
matlab-optim-derivatives
Audit MATLAB optimization derivatives and KNITRO integration with finite-difference validation
testing4
proofread
Run expert proofreading on academic documents. Checks grammar, typos, overflow risks, citation consistency, and academic quality for LaTeX, Quarto, and directly provided text-based files. Produces a report without editing files.
testing4
refactor
Verify-refactor-verify loop for safe code style changes. Records baseline checksums, applies style-only transformations, then verifies identical output.
development4
review-comments
Review and clean up comments, docstrings, and documentation across specified files or directories
testing4
review-julia
Run the Julia code review protocol on Julia scripts. Checks code quality, type stability, performance, and professional standards. Produces a report without editing files.
development4
review-makefile
Run the Makefile review protocol. Checks conventions, dependency correctness, script coverage, and build system quality. Produces a report without editing files.
development4
review-matlab
Run the MATLAB code review protocol on MATLAB scripts. Checks code quality, solver configuration, derivative correctness, and optimization patterns. Produces a report without editing files.
development4
review-r
Run the R code review protocol on R scripts. Checks code quality, reproducibility, domain correctness, and professional standards. Produces a report without editing files.
development4
review-stata
Run the Stata code review protocol on Stata scripts. Checks code quality, reproducibility, data-state safety, and professional standards. Produces a report without editing files.
development4
review-tex
Run the LaTeX review protocol on manuscript and slides. Detects hardcoded numeric results, distinguishes manuscript from slide contexts, and auto-fixes unambiguous values when the source is clear.
development4
setup-makefile
Generate a Makefile for a code directory by scanning scripts for output paths and building dependency rules.
development4
trace
Trace an ambiguous result or failure back to its most likely cause using competing hypotheses and evidence. Produces a diagnostic report rather than a code change by default.
development4
verify-outputs
Checksum script outputs before and after changes. Establishes baseline checksums, re-runs scripts, and compares to detect regressions. Uses CSV as the gold standard.
development4
compare-branches
Compare script outputs between two git branches. Uses worktrees to run scripts on both branches and checksums to detect differences.
testing4
data-analysis
End-to-end R data analysis workflow from exploration through regression to publication-ready tables and figures
data-ai4
matlab-optim-derivatives
Audit MATLAB optimization derivatives and KNITRO integration with finite-difference validation
testing4
proofread
Run expert proofreading on academic documents. Checks grammar, typos, overflow risks, citation consistency, and academic quality for LaTeX, Quarto, and directly provided text-based files. Produces a report without editing files.
testing4
refactor
Verify-refactor-verify loop for safe code style changes. Records baseline checksums, applies style-only transformations, then verifies identical output.
development4
review-comments
Review and clean up comments, docstrings, and documentation across specified files or directories
testing4
review-domain
Run the substantive domain review on manuscripts, slides, or lecture materials. Checks identification, derivations, citations, code-theory alignment, and logical consistency. Produces a report without editing files.
development4
review-julia
Run the Julia code review protocol on Julia scripts. Checks code quality, type stability, performance, and professional standards. Produces a report without editing files.
development4
review-matlab
Run the MATLAB code review protocol on MATLAB scripts. Checks code quality, solver configuration, derivative correctness, and optimization patterns. Produces a report without editing files.
development4
review-pr
Review and address unresolved PR comments. Implements fixes, commits modularly, replies with commit hashes, and resolves threads.
documentation4
review-stata
Run the Stata code review protocol on Stata scripts. Checks code quality, reproducibility, data-state safety, and professional standards. Produces a report without editing files.
development4
review-tex
Run the LaTeX review protocol on manuscript and slides. Detects hardcoded numeric results, distinguishes manuscript from slide contexts, and auto-fixes unambiguous values when the source is clear.
development4
setup-makefile
Generate a Makefile for a code directory by scanning scripts for output paths and building dependency rules.
development4
trace
Trace an ambiguous result or failure back to its most likely cause using competing hypotheses and evidence. Produces a diagnostic report rather than a code change by default.
development4
verify-outputs
Checksum script outputs before and after changes. Establishes baseline checksums, re-runs scripts, and compares to detect regressions. Uses CSV as the gold standard.
development4
commit
Stage, commit, create PR, and merge to main. Use for the standard commit-PR-merge cycle.
data-ai4
commit
Stage, commit, create PR, and merge to main. Use for the standard commit-PR-merge cycle.
data-ai4
compare-branches
Compare script outputs between two git branches. Uses worktrees to run scripts on both branches and checksums to detect differences.
testing4
learn
Save a durable, project-specific lesson to MEMORY.md in a structured [LEARN] format.
development4
learn
Save a durable, project-specific lesson to MEMORY.md in a structured [LEARN] format.
development4
resume
Recover context after compression or a new session. Reads MEMORY.md, recent plans, session logs, and git state to reconstruct working context.
tools4
resume
Recover context after compression or a new session. Reads MEMORY.md, recent plans, session logs, and git state to reconstruct working context.
tools4
review-domain
Run the substantive domain review on manuscripts, slides, or lecture materials. Checks identification, derivations, citations, code-theory alignment, and logical consistency. Produces a report without editing files.
development4
review-makefile
Run the Makefile review protocol. Checks conventions, dependency correctness, script coverage, and build system quality. Produces a report without editing files.
development4
review-pr
Review and address unresolved PR comments. Implements fixes, commits modularly, replies with commit hashes, and resolves threads.
documentation4
review-r
Run the R code review protocol on R scripts. Checks code quality, reproducibility, domain correctness, and professional standards. Produces a report without editing files.
development4