testingfix-unit-testsoccupationSoftware Quality Assurance Analysts & TestersdescriptionRefactor unit test files by aligning strings, renaming methods, and factoring out common test codeupdated2026-03-18
codingfactor-common-codeoccupationSoftware DevelopersdescriptionIdentify and refactor duplicated code blocks into shared functions across Python filesupdated2026-02-28
codingfind-dococcupationSoftware DevelopersdescriptionFind documentation files for a given dir, file, class, or function and summarize in 3 bullet pointsupdated2026-02-28
codingfix-from-importsoccupationSoftware DevelopersdescriptionReplace "from X import Y" style imports with "import X" and update usages throughout a fileupdated2026-02-28
codingfix-param-useoccupationSoftware DevelopersdescriptionFix function call sites to pass positional args by position and assign constants to intermediate variablesupdated2026-02-28
codingmake-function-privateoccupationSoftware DevelopersdescriptionIdentify functions not called externally and rename them with a leading underscore to make them privateupdated2026-02-28
codingrenameoccupationSoftware DevelopersdescriptionRename files, functions, and variables across a codebase and update all referencesupdated2026-02-28
codingtodoai-gpoccupationSoftware DevelopersdescriptionImplement all TODO(ai_gp) items in a file including renames, code updates, and referencesupdated2026-02-28
democreate-picturesoccupationGraphic DesignersdescriptionGenerate image prompts for each slide in a storyboard and create a demo_images.md fileupdated2026-02-28
democreate-scriptoccupationTechnical WritersdescriptionCreate a 15-slide presentation storyboard script for a narrated explainer videoupdated2026-02-28
dockershrink-containeroccupationNetwork & Computer Systems AdministratorsdescriptionPropose solutions to make a Docker container faster and smaller without changing its functionalityupdated2026-02-28
dockershrink-requirementsoccupationSoftware DevelopersdescriptionFind unused packages in requirements.txt that are not needed by the project codeupdated2026-02-28
dockeruse-standard-styleoccupationNetwork & Computer Systems AdministratorsdescriptionAlign Docker files in a project directory to the standard project template styleupdated2026-02-28
graphvizcausal-kg-styleoccupationSoftware DevelopersdescriptionRepresent a Causal Knowledge Graph in Graphviz DOT format following visual conventions for causal inferenceupdated2026-02-28
graphvizconvert-imageoccupationSoftware DevelopersdescriptionConvert a Graphviz DOT specification to match a reference figure by iterative renderingupdated2026-02-28
graphvizgenerate-legendoccupationSoftware DevelopersdescriptionGenerate a Graphviz legend template for causal knowledge graphs with node types and edge stylesupdated2026-02-28
markdownfix-bullet-pointsoccupationDesktop PublishersdescriptionReorganize a markdown file to use bullet points and ensure all fenced code blocks have syntax labelsupdated2026-02-28
paperfix-figuresoccupationEditorsdescriptionFix figures in a LaTeX paper by ensuring every figure has a label, caption, and is referenced in the textupdated2026-02-28
paperimprove-bibliographyoccupationPostsecondary Teachers, All OtherdescriptionAdd relevant bibliography entries to a LaTeX academic paper and reference them in the textupdated2026-02-28
papersuggest-improvementsoccupationPostsecondary Teachers, All OtherdescriptionSuggest the top 5 improvements for an academic paper to increase its impactupdated2026-02-28
paperuse-styleoccupationPostsecondary Teachers, All OtherdescriptionWrite or edit an academic CS paper following formal, evidence-driven, and structured writing styleupdated2026-02-28
readmecreateoccupationSoftware DevelopersdescriptionWrite a README.md for a directory with sections for structure, files, and executable descriptionsupdated2026-02-28
testingmove-test-codeoccupationSoftware Quality Assurance Analysts & TestersdescriptionMove test classes from a test file into the correct separate test files based on what they testupdated2026-02-28
testingreach-coverageoccupationSoftware Quality Assurance Analysts & TestersdescriptionIncrease unit test coverage toward 100 percent for a given function following a plan-then-implement workflowupdated2026-02-28
texthumanizeoccupationTechnical WritersdescriptionRemove AI-style writing patterns from text to make it sound more natural and humanupdated2026-02-28