GitHub
smith-python
Python development with uv, pytest, ruff, and type hints. Use when writing Python code, running tests, managing Python packages, or working with virtual environments. Covers import organization, type hints, pyt...
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数据与 AI AI 技能
发现 数据与 AI 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
smith-design
SOLID principles and architecture design patterns. Use when starting new features, refactoring code, conducting architecture reviews, or applying object-oriented design principles.
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GitHub
smith-postmortem
Incident postmortem methodology and templates. Use when conducting incident postmortems, writing postmortem reports, establishing postmortem processes, or performing post-incident analysis.
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GitHub
smith-ralph
Ralph Loop integration patterns for iterative AI development. Use when starting Ralph loops, managing iterations, or recovering from context compaction. Covers TDD, debugging, context management, and memory per...
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GitHub
smith-guidance
Core agent steering with HHH framework (Helpful, Honest, Harmless), exploration-before-implementation workflow, and anti-sycophancy rules. Use when guiding AI agent behavior, handling disagreements, or establis...
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GitHub
smith-placeholder
Placeholder syntax standards for documentation and prompts. Use when writing prompts, documentation, pattern descriptions, or any content with user-substitutable values.
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GitHub
smith-stacks
Stacked pull request workflows for large features. Use when creating stacked PRs, managing dependent PRs, or rebasing after parent merges. Covers stack creation, merge order, and squash merge handling.
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GitHub
pre-commit-checker
Run comprehensive quality checks before git commits. Validates TypeScript, tests, migrations, and catches common issues like console.log in production code or hardcoded secrets.
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GitHub
test-coverage-auditor
Verify test coverage and quality for new features. Ensures service functions have unit tests, tRPC procedures have integration tests, and critical paths are covered before deployment.
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GitHub
react-optimizer
Optimize React components for performance and maintainability. Identifies unnecessary re-renders, memoization opportunities, and prop-drilling issues. Use when reviewing client-side code in client/src/.
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GitHub
typescript-reviewer
Review TypeScript code for type safety, null safety, and modern patterns. Enforces Studio-535 standards - no lazy any types, service layer pattern, proper error handling. Use when reviewing .ts/.tsx files or ch...
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GitHub
db-migration-reviewer
Review Drizzle ORM migrations for MySQL. Checks for potential data loss, performance issues, missing indexes, and schema alignment. Use when reviewing changes in the drizzle/ directory or schema.ts files.
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GitHub
n8n-integrator
Design and integrate n8n workflows with the Studio-535 ecosystem. Focuses on automation best practices, error handling, and secure API communication. Use when working with workflow JSON files or planning automa...
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GitHub
deployment-checker
Verify all requirements before production deployment. Comprehensive checklist covering environment variables, database migrations, security, performance, monitoring, and payment configuration.
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GitHub
trpc-auditor
Audit tRPC procedures for security, validation, and architectural consistency. Ensures procedures follow the service-layer pattern and have proper Zod input validation. Use when reviewing server-side routers an...
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GitHub
security-auditor
Scan for OWASP Top 10 vulnerabilities and security best practices. Checks for SQL injection, XSS, authentication issues, sensitive data exposure, and other common security risks.
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GitHub
amp-handoff
Hands off the current Claude Code session to Amp. Use when asked to hand off to Amp, continue in Amp, or transfer work to Amp.
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GitHub
diversion
Diversion (dv) cloud-native version control. When Claude needs to help with source control operations using Diversion including: initializing repositories, cloning, committing changes, branching, merging, viewi...
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GitHub
bugs-fundamentals
Foundational knowledge for writing BUGS/JAGS models including precision parameterization, declarative syntax, distributions, and R integration. Use when creating or reviewing BUGS/JAGS models.
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GitHub
multiplicity-methods
Multiple testing procedures reference for clinical trials. Use when selecting or implementing multiplicity adjustments, gatekeeping procedures, or graphical approaches.
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GitHub
time-series-models
Bayesian time series models including AR, MA, ARMA, state-space models, and dynamic linear models in Stan and JAGS.
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GitHub
simtrial-fundamentals
Core simtrial package functions for time-to-event clinical trial simulation. Use when generating survival data, performing weighted logrank tests, or running TTE simulations.
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GitHub
clinical-trial-design-patterns
Common clinical trial design patterns including multi-arm, multi-endpoint, adaptive, and stratified designs. Use when selecting or implementing trial designs.
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GitHub
maic-methodology
Deep methodology knowledge for MAIC including assumptions, weight diagnostics, ESS interpretation, and anchored vs unanchored decisions. Use when conducting or reviewing MAIC analyses.
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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。