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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数据库 AI 技能
发现 数据库 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
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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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GitHub
definition-resource-design
Guide for designing Definition resources in OptAIC (the "Law"). Use when creating PipelineDef, StoreDef, AccessorDef, OpDef, MLModuleDef, or PortfolioOptimizerDef. Covers interface_spec, input/output schemas, c...
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GitHub
gui-develop-patterns
Design patterns, rules, and procedures for developing GUI features in `apps/web`. Covers migration from `optaic-v0` legacy design and new `ApiClient` integration patterns.
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GitHub
sdk-e2e-testing
Strategy and patterns for designing and implementing End-to-End scenario tests using the Python SDK. Focuses on full-stack verification and SDK usability.
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GitHub
data-pipeline-patterns
Follow these patterns when implementing data pipelines, ETL, data ingestion, or data validation in OptAIC. Use for point-in-time (PIT) correctness, Arrow schemas, quality checks, and Prefect orchestration.
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GitHub
guardrails-contracts
Follow these patterns when designing guardrails validation contracts in OptAIC. Use for signal bounds, dataset schemas, portfolio constraints, PIT validation, and other domain-specific validation rules. Covers...
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GitHub
specification-driven-development
This skill should be used when the user asks about "spec methodology", "specification workflow", "spec-driven development", "how to write specs", "spec best practices", "specification templates", or needs guida...
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GitHub
code-review-patterns
This skill should be used when the user asks about "code review best practices", "how to review code", "review methodology", "code review framework", "impact prioritization", "root cause analysis", or needs gui...
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GitHub
rails-testing
This skill should be used when the user asks about "Rails testing", "RSpec", "Minitest", "request specs", "system specs", "FactoryBot", "fixtures", "test coverage", "testing controllers", "testing models", "int...
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GitHub
rails-conventions
This skill should be used when the user is working in a Rails 7+ application and asks about "Rails conventions", "naming conventions", "Rails structure", "Hotwire patterns", "Turbo frames", "Stimulus controller...
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GitHub
activerecord-patterns
This skill should be used when the user asks about "ActiveRecord", "database queries", "query optimization", "N+1 queries", "eager loading", "associations", "migrations", "database indexes", "SQL performance",...
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。