GitHub
feature-implementer
Implements GigLedger features following Clean Architecture. Use when building out feature modules from GitHub issues. Creates all layers (presentation, application, domain, data) with proper patterns.
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GitHub
feature-implementation
Implements core logic and functionality (Dev Persona).
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GitHub
code-review
Ensures code quality, best practices, and constitution compliance (Reviewer Persona).
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GitHub
ui-polishing
Enhances the visual design and animations (UI/UX Persona).
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GitHub
qa-review
Reviews code and features for bugs and quality (QA Persona).
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GitHub
blog-writer
Write technical blog posts and tutorials in the distinctive style of Liao Xuefeng (liaoxuefeng.com). Use this skill when asked to write blog posts, tutorials, technical articles, or educational content that sho...
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GitHub
refactoring-09-performance-profiling
Use when profiling and making small performance improvements in Python research code.
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GitHub
basic-task-memo
Use when creating or updating docs/plan.md, docs/tasks.md, or docs/progress.md, or when asked about plan/todo/progress and next steps.
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GitHub
refactoring-00-preflight-assessment
Use when doing a quick preflight to assess scope, risks, and priorities for Python research code refactoring.
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GitHub
refactoring-10-security-privacy
Use when checking for data leaks, PII handling, and license risks in Python research code.
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GitHub
refactoring-02-dependencies-env
Use when standardizing Python research code dependencies, environment setup, and lockfiles.
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GitHub
refactoring-12-data-versioning
Use when adding lightweight data versioning and dataset reproducibility practices.
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GitHub
basic-uv
Use when running or explaining uv or ty commands, managing dependencies/lockfiles/virtualenvs, or running Python in this repo.
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GitHub
refactoring-06-static-analysis-style
Use when adding formatting, linting, and type checking to Python research code.
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GitHub
refactoring-04-data-io-validation
Use when improving data loading, validation, and IO boundaries in Python research code.
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GitHub
git-standard-ops
Deprecated. Use basic_git_standard_ops for git and gh workflows in this repo.
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GitHub
setup-python-project
Bootstrap a new Python project using the OCREvaluation default layout and toolchain (uv, ruff, ty, pre-commit). Use when asked to scaffold a new Python repo, initialize standard folders, or set up uv/ruff/ty/pr...
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GitHub
refactoring-03-config-reproducibility
Use when improving run configuration, seeding, and reproducibility for Python research code.
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GitHub
refactoring-07-documentation-usage
Use when documenting Python research code usage, setup, and experiment reproduction.
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GitHub
refactoring-08-experiment-tracking
Use when organizing experiment logs, results, and metadata for Python research code.
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GitHub
refactoring-01-project-structure
Use when refactoring Python research code to improve project structure, modularity, and entrypoints.
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GitHub
refactoring-05-testing-regression
Use when adding tests and regression checks for Python research code.
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GitHub
basic-git-standard-ops
Use for routine git operations in this repo (status, diff, checks, staging, commit, push) and GitHub actions via gh.
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GitHub
refactoring-11-ci-automation
Use when adding minimal CI automation for lint, tests, and type checks in Python research code.
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