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anthropics/knowledge-work-plugins

testing-strategy

Design test strategies and test plans.

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Testing Strategy

Design effective testing strategies balancing coverage, speed, and maintenance.

Testing Pyramid

        /  E2E  \         Few, slow, high confidence
       / Integration \     Some, medium speed
      /    Unit Tests  \   Many, fast, focused

Strategy by Component Type

  • API endpoints: Unit tests for business logic, integration tests for HTTP layer, contract tests for consumers
  • Data pipelines: Input validation, transformation correctness, idempotency tests
  • Frontend: Component tests, interaction tests, visual regression, accessibility
  • Infrastructure: Smoke tests, chaos engineering, load tests

What to Cover

Focus on: business-critical paths, error handling, edge cases, security boundaries, data integrity.

Skip: trivial getters/setters, framework code, one-off scripts.

Output

Produce a test plan with: what to test, test type for each area, coverage targets, and example test cases. Identify gaps in existing coverage.

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anthropics
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documentation

Write and maintain technical documentation. Trigger with "write docs for", "document this", "create a README", "write a runbook", "onboarding guide", or when the user needs help with any form of technical writing — API docs, architecture docs, or operational runbooks.

安装量
3
GitHub Stars
2.5万
最近更新
9月21日
Apache-2.01 文件
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anthropics
官方

data-visualization

Create effective data visualizations with Python (matplotlib, seaborn, plotly). Use when building charts, choosing the right chart type for a dataset, creating publication-quality figures, or applying design principles like accessibility and color theory.

安装量
2
GitHub Stars
2.5万
最近更新
9月21日
Apache-2.01 文件
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anthropics
官方

debug

Structured debugging session — reproduce, isolate, diagnose, and fix. Trigger with an error message or stack trace, "this works in staging but not prod", "something broke after the deploy", or when behavior diverges from expected and the cause isn't obvious.

安装量
2
GitHub Stars
2.5万
最近更新
9月21日
Apache-2.01 文件
查看详情 →
anthropics
官方

research-synthesis

Synthesize user research into themes, insights, and recommendations. Use when you have interview transcripts, survey results, usability test notes, support tickets, or NPS responses that need to be distilled into patterns, user segments, and prioritized next steps.

安装量
2
GitHub Stars
2.5万
最近更新
9月21日
Apache-2.01 文件
查看详情 →