improving-frontend-coverage

作者: streamlit

執行前端單元測試並產生覆蓋率報告,分析覆蓋率報告,並實作有意義的測試以將覆蓋率提升約0.2%。當您想要…時使用。

npx skills add https://github.com/streamlit/streamlit --skill improving-frontend-coverage

Improving frontend coverage

Increase frontend unit test coverage by ~0.2% through meaningful tests that add real value.

Be fully autonomous — Do NOT stop or pause to ask for confirmation. Keep iterating (analyze → implement → verify) until the 0.2% coverage target is reached. If you encounter ambiguities about what to test, make a reasonable choice and proceed.

Workflow

Step 1: Run tests with coverage

COVERAGE_JSON=1 make frontend-tests  # ~5 min

Reports generated in frontend/coverage/:

  • coverage-summary.json - Per-file percentages (lines, branches, functions)
  • coverage-final.json - Line-level data with uncovered line numbers (hit count 0 in s, f, b maps)

Step 2: Analyze and prioritize

Read coverage-summary.json to find files with:

  1. Large size + below-average coverage (high impact)
  2. Core components in lib/src/components/
  3. Utility functions in utils/src/

Skip: >97% coverage, auto-generated, .d.ts, test files.

Step 3: Implement tests (in subagent)

Launch a subagent to implement tests for each prioritized file. Provide the subagent with:

  • The target file path and its uncovered lines from coverage-final.json
  • Instructions to read the source, existing tests, and write new tests
  • The test selection guidelines below

The subagent should:

  1. Read source and existing tests to understand gaps
  2. Write tests for: conditional rendering, event handlers, error states, edge cases, accessibility
  3. Follow RTL best practices: query by role/label, test behavior not implementation
  4. Run the new tests to verify they pass: cd frontend && yarn test path/to/Component.test.tsx

Step 4: Verify and iterate

cd frontend && yarn test path/to/Component.test.tsx  # Run new tests
COVERAGE_JSON=1 make frontend-tests                   # Measure progress

Repeat steps 2-4 until coverage improves by ≥0.2%, then run make check.

Step 5: Simplify, review, and address feedback

Once all tests pass and coverage target is met:

  1. Run the simplifying-local-changes subagent to clean up and simplify the code changes. Wait for completion.
  2. Run the reviewing-local-changes subagent to review the changes. Wait for completion and read the review output.
  3. Address the review feedback: for each recommendation, implement it if valid and improves code quality; skip with brief reasoning if not applicable or would over-engineer.
  4. Run /checking-changes to verify everything still passes after changes.

Test selection

DO test: Conditional rendering, user interactions, prop variations, error handling, accessibility, edge cases (null, empty, max values).

DON'T test: Pass-through props, styling, library internals, implementation details, already well-covered code.

Coverage exclusions: Use /* istanbul ignore next */ sparingly for code that genuinely doesn't need testing. Always include a reason (e.g., /* istanbul ignore next -- defensive */):

  • Browser-specific branches that can't run in jsdom (/* istanbul ignore next -- browser-only */)
  • Defensive fallbacks that should never execute (/* istanbul ignore next -- defensive */)
  • Framework-required boilerplate (/* istanbul ignore next -- exhaustive */)

Notes

  • Quality > coverage numbers - skip tests that don't catch real bugs
  • Test files: co-located as <Component>.test.tsx
  • Use /checking-changes after implementing tests

來自 streamlit 的更多技能

building-streamlit-custom-components-v2
streamlit
Builds bidirectional Streamlit Custom Components v2 (CCv2) using `st.components.v2.component`. Use when authoring inline HTML/CSS/JS components or packaged…
creating-streamlit-themes
streamlit
建立並自訂 Streamlit 主題。適用於變更應用程式的顏色、字型或外觀,或使應用程式符合品牌規範。涵蓋 config.toml…
developing-with-streamlit
streamlit
**[必要]** 適用於所有 Streamlit 任務:建立、編輯、除錯、美化、樣式設定、主題設計或最佳化 Streamlit 應用程式。亦為必要…
building-streamlit-custom-components-v2
streamlit
Builds bidirectional Streamlit Custom Components v2 (CCv2) using `st.components.v2.component`. Use when authoring inline HTML/CSS/JS components or packaged…
connecting-streamlit-to-snowflake
streamlit
將 Streamlit 應用程式連接到 Snowflake。適用於設定資料庫連線、管理機密資訊,或從 Streamlit 應用程式查詢 Snowflake 時使用。
creating-streamlit-themes
streamlit
建立與自訂Streamlit主題。用於變更應用程式顏色、字型或外觀,或使應用程式符合品牌規範。涵蓋config.toml…
optimizing-streamlit-performance
streamlit
優化 Streamlit 應用程式效能。適用於應用程式執行緩慢、過於頻繁重新執行或載入大量內容時。涵蓋快取、片段以及靜態與動態…
organizing-streamlit-code
streamlit
為了可維護性而組織 Streamlit 程式碼。在將應用程式結構化為獨立模組和工具時使用。涵蓋關注點分離、保持 UI 程式碼…