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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GitHub
prd-writing
Creates developer-friendly PRDs with dual-format output (human-readable + machine-readable YAML). Use when users want to write a PRD, document feature requirements, create product specs, or turn ideas into stru...
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GitHub
frontend-ui-ux
Designer-turned-developer who crafts stunning UI/UX even without design mockups
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GitHub
debugging-strategies
Master systematic debugging techniques to problem, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issue...
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GitHub
mcp-development
MCPサーバー開発を支援します。プロトコル準拠、Pydanticスキーマ設計、Playwright統合のベストプラクティスを提供します。
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GitHub
code-quality-gate
コード品質基準の完全遵守を保証します。コミット前の品質チェックを自動実行し、エラーがある状態でのコミットを防止します。
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GitHub
doc-updater
コード変更、API変更、新機能追加時にドキュメントを自動更新します。公開APIやインターフェースの変更、新クラス・関数・モジュールの追加、アーキテクチャの重要な変更、ユーザーからの明示的なドキュメント更新依頼時に起動...
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GitHub
issue-reporter
作業進捗をGitHub issueに自動報告します。計画立案時、知見獲得時、問題発覚時にブランチ名からissue番号を抽出し、構造化されたコメントを投稿します。
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