GitHub
context7
Intelligent usage of Context7 MCP for fetching current, version-specific library documentation. Automatically invoked when working with external libraries, frameworks, or APIs where up-to-date documentation imp...
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GitHub
planning-with-files
Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or when the user me...
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GitHub
tdd
Comprehensive guide for Test-Driven Development (TDD) methodology. Use this skill when the user asks to implement features using TDD, write tests first, follow red-green-refactor cycle, or develop code with tes...
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GitHub
troubleshooting-bundler-compatibility
Diagnose and fix third-party library loading failures in Vite, Webpack, or other bundlers. Use when encountering "Failed to fetch dynamically imported module", worker loading failures, CDN 404 errors, "Invalid...
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GitHub
post-bug-reflection
Self-improvement workflow after fixing any bug. Analyzes root causes and updates project guidance (CLAUDE.md, skills, commands) to prevent similar bugs. MUST be invoked after completing any bug fix before marki...
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GitHub
pre-commit-check
Pre-commit validation checklist before staging and committing code. Use BEFORE every git commit to ensure code quality, tests pass, and documentation is updated. Triggers on "commit", "stage changes", "ready to...
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GitHub
frontend-debug
Debug frontend issues using Chrome DevTools MCP. Find root causes of UI bugs, console errors, network failures, DOM problems. Use when user mentions "debug", "fix bug", "troubleshoot", "not working", "error", "...
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GitHub
modern-python-stack
Astral社製ツール（uv, Ruff, ty）でPython開発環境を構築。プロジェクト作成、依存関係管理、コード品質改善、CI/CD設定時に使用。
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GitHub
tdd-wada-style
t.wada流TDD（テスト駆動開発）。新機能実装、バグ修正、リファクタリング時に自動適用。Red-Green-Refactorサイクル、AAA構造、振る舞いテストの原則に従う。テストを書く、テストファーストで実装する、テストコードをレビュ...
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GitHub
ty-pro
Python型安全性をtyで強化。型アノテーション追加、型エラー修正、境界バリデーション実装時に使用。
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GitHub
refresh-content
Guide content sync operations for X posts and YouTube videos. Use when user mentions "refresh feed", "sync posts", "update videos", "fetch latest", or asks about content pipeline.
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GitHub
db-migrate
Create database migration scripts following project patterns. Use when user mentions "migration", "add column", "alter table", "schema change", or "database update".
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GitHub
new-api-route
Scaffold new Next.js API routes with proper patterns. Use when user mentions "create endpoint", "new API route", "add route", or "API for".
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GitHub
build-check
Run build and lint verification before deployment. Use when user mentions "check build", "verify", "pre-deploy", "ready to deploy", or asks to validate the project.
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GitHub
neon-db-security-check
Review Neon (Postgres) project security posture using project details like roles/users, connection strings, branches, IP allowlists, integrations, and schema info. Use when asked to identify misconfigurations,...
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GitHub
new-component
Scaffold React components with TypeScript and Tailwind. Use when user mentions "create component", "new component", "add component", or describes a UI element to build.
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GitHub
instance-resource-design
Guide for designing Instance resources in OptAIC. Use when creating DatasetInstance, SignalInstance, ExperimentInstance, ModelInstance, PortfolioOptimizerInstance, or BacktestInstance. Covers definition referen...
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GitHub
quant-resource-patterns
Follow these patterns when implementing quant domain resources like Dataset, Signal, Alpha, Portfolio, Strategy, Universe, Backtest, or MonitoringRun in OptAIC. Use for creating DB models, DTOs, services, and t...
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GitHub
governance-patterns
Follow these patterns when implementing governance operations (copy, branch, transfer, promote, merge) in OptAIC. Covers artifact handling, RBAC mutations, lineage tracking, and activity emission.
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GitHub
activity-logging
Follow these patterns when implementing activity emission and audit logging in OptAIC. Use for emitting ActivityEnvelopes on mutations (create, update, delete, execute), designing payloads, and ensuring audit c...
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GitHub
mlops-patterns
Follow these patterns when implementing MLOps features in OptAIC. Use for ML model definitions (5-component structure), model instances, training/inference pipelines, model registry, and monitoring. Covers sign...
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GitHub
optaic-v0-migration
Guide for porting code from optaic-v0 to optaic-trading. Use when migrating DataAPI, pipelines, stores, accessors, operators, or expressions into the Resource/Activity architecture. Covers pattern mappings for...
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GitHub
sdk-patterns
Follow these patterns when extending the OptAIC Python SDK with new domain operations. Use for adding client methods for datasets, signals, portfolios, backtests, and other resources. Covers async/sync interfac...
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GitHub
run-resource-design
Guide for designing Run resources in OptAIC. Use when creating PipelineRun, ExperimentRun, BacktestRun, PortfolioOptimizationRun, TrainingRun, InferenceRun, or MonitoringRun. Covers execution tracking, metrics,...
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