GitHub
data-governance-check
Review data handling for privacy and retention. Use when a senior developer needs governance validation.
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全部技能
探索开发、内容、数据与办公效率等 AI 技能。先比较用途和仓库热度，再查看技能说明与来源。
分类目录
全部技能
GitHub
integration-test-planner
Plan integration tests across modules or services. Use when a mid-level developer needs to verify system interactions.
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GitHub
scalability-assessment
Assess a system for growth bottlenecks. Use when a senior developer needs to evaluate scaling limits.
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GitHub
observability-setup
Set up metrics, logs, and traces for a service. Use when a mid-level developer needs basic observability coverage.
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GitHub
debugging-checklist
Provide a systematic debugging checklist. Use when a junior developer is stuck and needs a structured approach.
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GitHub
feature-flag-playbook
Plan feature flag rollout and cleanup. Use when a mid-level developer needs controlled release guidance.
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GitHub
dependency-upgrade-plan
Plan safe dependency upgrades with risk notes. Use when a mid-level developer is tasked with upgrading libraries.
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GitHub
unit-test-starter
Generate starter unit tests for a small function or module. Use when a junior developer needs test scaffolding and edge cases.
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GitHub
cross-service-debugger
Coordinate debugging across multiple services. Use when a senior developer needs to trace a distributed issue.
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GitHub
multi-region-strategy
Design a multi-region architecture strategy. Use when a senior developer needs geo-redundant planning.
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GitHub
ticket-breakdown
Break a task or ticket into small steps. Use when a junior developer needs guidance on how to start.
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GitHub
config-file-explainer
Explain a configuration file and its key options. Use when a junior developer is confused by a config file.
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GitHub
iac-reviewer
Review infrastructure-as-code changes for safety and correctness. Use when a mid-level developer needs a second look on IaC.
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GitHub
cost-optimization-review
Review system costs and propose reductions. Use when a senior developer needs cost-saving recommendations.
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GitHub
data-structure-chooser
Recommend basic data structures for a task. Use when a junior developer needs help choosing lists, maps, or sets.
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GitHub
queue-processing-patterns
Design safe queue consumers and retries. Use when a mid-level developer needs reliable background processing.
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GitHub
vendor-evaluation
Evaluate third-party vendors for engineering fit. Use when a senior developer needs a structured vendor assessment.
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GitHub
readme-polish
Improve a README for clarity and completeness. Use when a junior developer needs guidance on documenting setup and usage.
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GitHub
architecture-review
Review a system architecture for scalability, reliability, and maintainability. Use when a senior developer needs to critique a design.
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GitHub
css-layout-helper
Explain CSS layout issues and propose fixes. Use when a junior developer is struggling with alignment or spacing.
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GitHub
accessibility-basic-check
Run a basic accessibility checklist for UI changes. Use when a junior developer needs quick a11y guidance.
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GitHub
api-contract-checker
Validate API changes against an expected contract. Use when a mid-level developer needs to detect breaking changes.
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GitHub
log-summarizer
Summarize noisy logs into likely causes and next steps. Use when a junior developer needs help interpreting logs.
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GitHub
tech-debt-portfolio
Assess and prioritize tech debt items. Use when a senior developer needs an investment plan for debt reduction.
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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。