[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DS4G907TZRFSRBTDXT9Q34":3,"skill-same:01M6DS4G907TZRFSRBTDXT9Q34":156},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":26,"publishedAt":47,"linkOnly":48,"markdownContent":49,"markdownBody":50,"frontMatter":51,"refName":61,"commitSha":62,"skillDirectory":63,"forksCount":64,"repositoryHtmlUrl":65,"repositoryHomepageUrl":6,"ownerHtmlUrl":66,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":67,"install":68,"resources":81},"01M6DS4G907TZRFSRBTDXT9Q34","tdd-guide",null,"Test-driven development skill for writing unit tests, generating test fixtures and mocks, analyzing coverage gaps, and guiding red-green-refactor workflows across Jest, Pytest, JUnit, Vitest, and Mocha. Use when the user asks to write tests, improve test coverage, practice TDD, generate mocks or stubs, or mentions testing frameworks like Jest, pytest, or JUnit. Handles test generation from source code, coverage report parsing (LCOV\u002FJSON\u002FXML), quality scoring, and framework conversion for TypeScript, JavaScript, Python, and Java projects.","zhangzhang-111-i\u002Fclaude-skills111","zhangzhang-111-i","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F251344927?v=4","01M6DRBP4NCM1ZCHTT0FW0SQHD","lixiying","01M6DRBPAMFDJSGQ69XPK9KM9J",4,"MIT","https:\u002F\u002Fgithub.com\u002Fzhangzhang-111-i\u002Fclaude-skills111\u002Fblob\u002Fmain\u002Fengineering-team\u002Ftdd-guide\u002FSKILL.md",[18,23],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000007","代码审查","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量",[27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46],"tdd","guide","tdd guide","analyze","across","green","jest","scoring","conversion","red-green-refactor","coverage","testing","projects","improve","code","generate","write tests","workflows","workflow","writing","2026-11-10 10:12:30",false,"---\nname: \"tdd-guide\"\ndescription: \"Test-driven development skill for writing unit tests, generating test fixtures and mocks, analyzing coverage gaps, and guiding red-green-refactor workflows across Jest, Pytest, JUnit, Vitest, and Mocha. Use when the user asks to write tests, improve test coverage, practice TDD, generate mocks or stubs, or mentions testing frameworks like Jest, pytest, or JUnit. Handles test generation from source code, coverage report parsing (LCOV\u002FJSON\u002FXML), quality scoring, and framework conversion for TypeScript, JavaScript, Python, and Java projects.\"\ntriggers:\n  - generate tests\n  - analyze coverage\n  - TDD workflow\n  - red green refactor\n  - Jest tests\n  - Pytest tests\n  - JUnit tests\n  - coverage report\n---\n\n# TDD Guide\n\nTest-driven development skill for generating tests, analyzing coverage, and guiding red-green-refactor workflows across Jest, Pytest, JUnit, and Vitest.\n\n---\n\n## Workflows\n\n### Generate Tests from Code\n\n1. Provide source code (TypeScript, JavaScript, Python, Java)\n2. Specify target framework (Jest, Pytest, JUnit, Vitest)\n3. Run `test_generator.py` with requirements\n4. Review generated test stubs\n5. **Validation:** Tests compile and cover happy path, error cases, edge cases\n\n### Analyze Coverage Gaps\n\n1. Generate coverage report from test runner (`npm test -- --coverage`)\n2. Run `coverage_analyzer.py` on LCOV\u002FJSON\u002FXML report\n3. Review prioritized gaps (P0\u002FP1\u002FP2)\n4. Generate missing tests for uncovered paths\n5. **Validation:** Coverage meets target threshold (typically 80%+)\n\n### TDD New Feature\n\n1. Write failing test first (RED)\n2. Run `tdd_workflow.py --phase red` to validate\n3. Implement minimal code to pass (GREEN)\n4. Run `tdd_workflow.py --phase green` to validate\n5. Refactor while keeping tests green (REFACTOR)\n6. **Validation:** All tests pass after each cycle\n\n---\n\n## Examples\n\n### Test Generation — Input → Output (Pytest)\n\n**Input source function (`math_utils.py`):**\n```python\ndef divide(a: float, b: float) -> float:\n    if b == 0:\n        raise ValueError(\"Cannot divide by zero\")\n    return a \u002F b\n```\n\n**Command:**\n```bash\npython scripts\u002Ftest_generator.py --input math_utils.py --framework pytest\n```\n\n**Generated test output (`test_math_utils.py`):**\n```python\nimport pytest\nfrom math_utils import divide\n\nclass TestDivide:\n    def test_divide_positive_numbers(self):\n        assert divide(10, 2) == 5.0\n\n    def test_divide_negative_numerator(self):\n        assert divide(-10, 2) == -5.0\n\n    def test_divide_float_result(self):\n        assert divide(1, 3) == pytest.approx(0.333, rel=1e-3)\n\n    def test_divide_by_zero_raises_value_error(self):\n        with pytest.raises(ValueError, match=\"Cannot divide by zero\"):\n            divide(10, 0)\n\n    def test_divide_zero_numerator(self):\n        assert divide(0, 5) == 0.0\n```\n\n---\n\n### Coverage Analysis — Sample P0\u002FP1\u002FP2 Output\n\n**Command:**\n```bash\npython scripts\u002Fcoverage_analyzer.py --report lcov.info --threshold 80\n```\n\n**Sample output:**\n```\nCoverage Report — Overall: 63% (threshold: 80%)\n\nP0 — Critical gaps (uncovered error paths):\n  auth\u002Flogin.py:42-58   handle_expired_token()       0% covered\n  payments\u002Fprocess.py:91-110  handle_payment_failure()   0% covered\n\nP1 — High-value gaps (core logic branches):\n  users\u002Fservice.py:77   update_profile() — else branch  0% covered\n  orders\u002Fcart.py:134    apply_discount() — zero-qty guard  0% covered\n\nP2 — Low-risk gaps (utility \u002F helper functions):\n  utils\u002Fformatting.py:12  format_currency()            0% covered\n\nRecommended: Generate tests for P0 items first to reach 80% threshold.\n```\n\n---\n\n## Key Tools\n\n| Tool | Purpose | Usage |\n|------|---------|-------|\n| `test_generator.py` | Generate test cases from code\u002Frequirements | `python scripts\u002Ftest_generator.py --input source.py --framework pytest` |\n| `coverage_analyzer.py` | Parse and analyze coverage reports | `python scripts\u002Fcoverage_analyzer.py --report lcov.info --threshold 80` |\n| `tdd_workflow.py` | Guide red-green-refactor cycles | `python scripts\u002Ftdd_workflow.py --phase red --test test_auth.py` |\n| `fixture_generator.py` | Generate test data and mocks | `python scripts\u002Ffixture_generator.py --entity User --count 5` |\n\nAdditional scripts: `framework_adapter.py` (convert between frameworks), `metrics_calculator.py` (quality metrics), `format_detector.py` (detect language\u002Fframework), `output_formatter.py` (CLI\u002Fdesktop\u002FCI output).\n\n---\n\n## Input Requirements\n\n**For Test Generation:**\n- Source code (file path or pasted content)\n- Target framework (Jest, Pytest, JUnit, Vitest)\n- Coverage scope (unit, integration, edge cases)\n\n**For Coverage Analysis:**\n- Coverage report file (LCOV, JSON, or XML format)\n- Optional: Source code for context\n- Optional: Target threshold percentage\n\n**For TDD Workflow:**\n- Feature requirements or user story\n- Current phase (RED, GREEN, REFACTOR)\n- Test code and implementation status\n\n---\n\n## Limitations\n\n| Scope | Details |\n|-------|---------|\n| Unit test focus | Integration and E2E tests require different patterns |\n| Static analysis | Cannot execute tests or measure runtime behavior |\n| Language support | Best for TypeScript, JavaScript, Python, Java |\n| Report formats | LCOV, JSON, XML only; other formats need conversion |\n| Generated tests | Provide scaffolding; require human review for complex logic |\n\n**When to use other tools:**\n- E2E testing: Playwright, Cypress, Selenium\n- Performance testing: k6, JMeter, Locust\n- Security testing: OWASP ZAP, Burp Suite\n","# TDD Guide\n\nTest-driven development skill for generating tests, analyzing coverage, and guiding red-green-refactor workflows across Jest, Pytest, JUnit, and Vitest.\n\n---\n\n## Workflows\n\n### Generate Tests from Code\n\n1. Provide source code (TypeScript, JavaScript, Python, Java)\n2. Specify target framework (Jest, Pytest, JUnit, Vitest)\n3. Run `test_generator.py` with requirements\n4. Review generated test stubs\n5. **Validation:** Tests compile and cover happy path, error cases, edge cases\n\n### Analyze Coverage Gaps\n\n1. Generate coverage report from test runner (`npm test -- --coverage`)\n2. Run `coverage_analyzer.py` on LCOV\u002FJSON\u002FXML report\n3. Review prioritized gaps (P0\u002FP1\u002FP2)\n4. Generate missing tests for uncovered paths\n5. **Validation:** Coverage meets target threshold (typically 80%+)\n\n### TDD New Feature\n\n1. Write failing test first (RED)\n2. Run `tdd_workflow.py --phase red` to validate\n3. Implement minimal code to pass (GREEN)\n4. Run `tdd_workflow.py --phase green` to validate\n5. Refactor while keeping tests green (REFACTOR)\n6. **Validation:** All tests pass after each cycle\n\n---\n\n## Examples\n\n### Test Generation — Input → Output (Pytest)\n\n**Input source function (`math_utils.py`):**\n```python\ndef divide(a: float, b: float) -> float:\n    if b == 0:\n        raise ValueError(\"Cannot divide by zero\")\n    return a \u002F b\n```\n\n**Command:**\n```bash\npython scripts\u002Ftest_generator.py --input math_utils.py --framework pytest\n```\n\n**Generated test output (`test_math_utils.py`):**\n```python\nimport pytest\nfrom math_utils import divide\n\nclass TestDivide:\n    def test_divide_positive_numbers(self):\n        assert divide(10, 2) == 5.0\n\n    def test_divide_negative_numerator(self):\n        assert divide(-10, 2) == -5.0\n\n    def test_divide_float_result(self):\n        assert divide(1, 3) == pytest.approx(0.333, rel=1e-3)\n\n    def test_divide_by_zero_raises_value_error(self):\n        with pytest.raises(ValueError, match=\"Cannot divide by zero\"):\n            divide(10, 0)\n\n    def test_divide_zero_numerator(self):\n        assert divide(0, 5) == 0.0\n```\n\n---\n\n### Coverage Analysis — Sample P0\u002FP1\u002FP2 Output\n\n**Command:**\n```bash\npython scripts\u002Fcoverage_analyzer.py --report lcov.info --threshold 80\n```\n\n**Sample output:**\n```\nCoverage Report — Overall: 63% (threshold: 80%)\n\nP0 — Critical gaps (uncovered error paths):\n  auth\u002Flogin.py:42-58   handle_expired_token()       0% covered\n  payments\u002Fprocess.py:91-110  handle_payment_failure()   0% covered\n\nP1 — High-value gaps (core logic branches):\n  users\u002Fservice.py:77   update_profile() — else branch  0% covered\n  orders\u002Fcart.py:134    apply_discount() — zero-qty guard  0% covered\n\nP2 — Low-risk gaps (utility \u002F helper functions):\n  utils\u002Fformatting.py:12  format_currency()            0% covered\n\nRecommended: Generate tests for P0 items first to reach 80% threshold.\n```\n\n---\n\n## Key Tools\n\n| Tool | Purpose | Usage |\n|------|---------|-------|\n| `test_generator.py` | Generate test cases from code\u002Frequirements | `python scripts\u002Ftest_generator.py --input source.py --framework pytest` |\n| `coverage_analyzer.py` | Parse and analyze coverage reports | `python scripts\u002Fcoverage_analyzer.py --report lcov.info --threshold 80` |\n| `tdd_workflow.py` | Guide red-green-refactor cycles | `python scripts\u002Ftdd_workflow.py --phase red --test test_auth.py` |\n| `fixture_generator.py` | Generate test data and mocks | `python scripts\u002Ffixture_generator.py --entity User --count 5` |\n\nAdditional scripts: `framework_adapter.py` (convert between frameworks), `metrics_calculator.py` (quality metrics), `format_detector.py` (detect language\u002Fframework), `output_formatter.py` (CLI\u002Fdesktop\u002FCI output).\n\n---\n\n## Input Requirements\n\n**For Test Generation:**\n- Source code (file path or pasted content)\n- Target framework (Jest, Pytest, JUnit, Vitest)\n- Coverage scope (unit, integration, edge cases)\n\n**For Coverage Analysis:**\n- Coverage report file (LCOV, JSON, or XML format)\n- Optional: Source code for context\n- Optional: Target threshold percentage\n\n**For TDD Workflow:**\n- Feature requirements or user story\n- Current phase (RED, GREEN, REFACTOR)\n- Test code and implementation status\n\n---\n\n## Limitations\n\n| Scope | Details |\n|-------|---------|\n| Unit test focus | Integration and E2E tests require different patterns |\n| Static analysis | Cannot execute tests or measure runtime behavior |\n| Language support | Best for TypeScript, JavaScript, Python, Java |\n| Report formats | LCOV, JSON, XML only; other formats need conversion |\n| Generated tests | Provide scaffolding; require human review for complex logic |\n\n**When to use other tools:**\n- E2E testing: Playwright, Cypress, Selenium\n- Performance testing: k6, JMeter, Locust\n- Security testing: OWASP ZAP, Burp Suite\n",{"name":5,"triggers":52,"description":7},[53,54,55,56,57,58,59,60],"generate tests","analyze coverage","TDD workflow","red green refactor","Jest tests","Pytest tests","JUnit tests","coverage report","main","c0a12fc98d85642fa8893e31fc5cf5dfad879de6","engineering-team\u002Ftdd-guide",0,"https:\u002F\u002Fgithub.com\u002Fzhangzhang-111-i\u002Fclaude-skills111","https:\u002F\u002Fgithub.com\u002Fzhangzhang-111-i","2026-03-13 21:49:18",{"source":8,"skillName":5,"commands":69,"prompt":79,"zipAvailable":80},[70,73,76],{"tool":71,"command":72},"npx","npx skills add zhangzhang-111-i\u002Fclaude-skills111 --skill tdd-guide",{"tool":74,"command":75},"bunx","bunx skills add zhangzhang-111-i\u002Fclaude-skills111 --skill tdd-guide",{"tool":77,"command":78},"pnpm","pnpm dlx skills add zhangzhang-111-i\u002Fclaude-skills111 --skill 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device risk management specialist implementing ISO 14971 throughout product lifecycle. Provides risk analysis, risk evaluation, risk control, and post-production information analysis. Use when user mentions risk management, ISO 14971, risk analysis, FMEA, fault tree analysis, hazard identification, risk control, risk matrix, benefit-risk analysis, residual risk, risk acceptability, or post-market risk.","https:\u002F\u002Fgithub.com\u002Fzhangzhang-111-i\u002Fclaude-skills111\u002Fblob\u002Fmain\u002Fra-qm-team\u002Frisk-management-specialist\u002FSKILL.md",[],[164,165,166,167,168,169,170,171,172,173,174,175,176,177,178,179,180,181,182,183],"risk","risk management specialist","management","risk management","risk analysis","risk evaluation","product","Evaluation","Production","lifecycle","analysis","user","use","risk matrix","Market","device","control","iso","medical","iso 14971",{"skillNo":185,"name":186,"nameZh":6,"description":187,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":188,"categories":189,"keywords":190,"publishedAt":47},"01M6DSNSRBGVZWS23TK0ZQ52QC","regulatory-affairs-head","Senior Regulatory Affairs Manager for HealthTech and MedTech companies. Prepares FDA 510(k), De Novo, and PMA submission packages; analyzes regulatory pathways for new medical devices; drafts responses to FDA deficiency letters and Notified Body queries; develops CE marking technical documentation under EU MDR 2017\u002F745; coordinates multi-market approval strategies across FDA, EU, Health Canada, PMDA, and NMPA; and maintains regulatory intelligence on evolving standards. Use when users need to plan or execute FDA submissions, navigate 510(k) or PMA approval processes, achieve CE marking, prepare pre-submission meeting materials, write regulatory strategy documents, respond to agency queries, or manage compliance documentation for medical device market access.","https:\u002F\u002Fgithub.com\u002Fzhangzhang-111-i\u002Fclaude-skills111\u002Fblob\u002Fmain\u002Fra-qm-team\u002Fregulatory-affairs-head\u002FSKILL.md",[],[191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,31,207,182,208],"regulatory affairs head","regulatory","head","documentation","documents","packages","planning","devices","plan","access","write","strategy","evidence","standards","manage","intelligence","strategies","clinical",{"skillNo":210,"name":211,"nameZh":6,"description":212,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":213,"categories":214,"keywords":223,"publishedAt":47},"01M6DSNN7GNR2HZE66S4D31EP8","quality-manager-qms-iso13485","ISO 13485 Quality Management System implementation and maintenance for medical device organizations. Provides QMS design, documentation control, internal auditing, CAPA management, and certification support. Use when working with medical device quality systems, preparing for ISO 13485 audits, managing regulatory compliance documentation, setting up corrective actions, or building audit preparation programs. Useful for quality management, audit preparation, regulatory compliance, medical device documentation, and corrective action workflows.","https:\u002F\u002Fgithub.com\u002Fzhangzhang-111-i\u002Fclaude-skills111\u002Fblob\u002Fmain\u002Fra-qm-team\u002Fquality-manager-qms-iso13485\u002FSKILL.md",[215,218],{"categoryNo":216,"categoryName":217,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000015","视觉设计",{"categoryNo":219,"categoryName":220,"taxonomyType":221,"taxonomyTypeDesc":222},"01JBSEEDCAT000000000000032","设计师","PROFESSION","适用职业",[224,225,226,227,228,44,194,229,230,231,232,233,176,192,234,235,236,180,181,182],"quality manager qms iso13485","quality","design","review","support","audit","actions","compliance","system","process","up","maintenance","document",{"skillNo":238,"name":239,"nameZh":6,"description":240,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":241,"categories":242,"keywords":246,"publishedAt":47},"01M6DSNE5PQM106PM4EDGPBWGZ","quality-manager-qmr","Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides quality system governance, management review leadership, regulatory compliance oversight, and quality performance monitoring per ISO 13485 Clause 5.5.2.","https:\u002F\u002Fgithub.com\u002Fzhangzhang-111-i\u002Fclaude-skills111\u002Fblob\u002Fmain\u002Fra-qm-team\u002Fquality-manager-qmr\u002FSKILL.md",[243],{"categoryNo":244,"categoryName":245,"taxonomyType":221,"taxonomyTypeDesc":222},"01JBSEEDCAT000000000000037","律师与法务",[247,225,227,248,249,250,251,231,252,232,166,253,192,254,255,256,181],"quality manager qmr","policy","performance","governance","monitoring","regulatory compliance","oversight","cost","culture","leadership",{"skillNo":258,"name":259,"nameZh":6,"description":260,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":261,"categories":262,"keywords":267,"publishedAt":47},"01M6DSN7MYXB6X42TB1GH2TNSB","quality-documentation-manager","Document control system management for medical device QMS. Covers document numbering, version control, change management, and 21 CFR Part 11 compliance. Use for document control procedures, change control workflow, document numbering, version management, electronic signature compliance, or regulatory documentation review.","https:\u002F\u002Fgithub.com\u002Fzhangzhang-111-i\u002Fclaude-skills111\u002Fblob\u002Fmain\u002Fra-qm-team\u002Fquality-documentation-manager\u002FSKILL.md",[263,266],{"categoryNo":264,"categoryName":265,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000002","文档处理",{"categoryNo":244,"categoryName":245,"taxonomyType":221,"taxonomyTypeDesc":222},[194,268,225,227,45,269,229,173,270,232,271,272,176,273,274,275,182,276,277,278],"quality documentation manager","change","document lifecycle","change management","list","master","system management","documentation review","cfr","21 cfr part 11","change control",{"skillNo":280,"name":281,"nameZh":6,"description":282,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":283,"categories":284,"keywords":285,"publishedAt":47},"01M6DSN3R749H3R20K15QE8X8W","qms-audit-expert","ISO 13485 internal audit expertise for medical device QMS. Covers audit planning, execution, nonconformity classification, and CAPA verification. Use for internal audit planning, audit execution, finding classification, external audit preparation, or audit program management.","https:\u002F\u002Fgithub.com\u002Fzhangzhang-111-i\u002Fclaude-skills111\u002Fblob\u002Fmain\u002Fra-qm-team\u002Fqms-audit-expert\u002FSKILL.md",[],[229,286,287,197,288,289,290,291,166,176,292,179,181,182],"qms audit expert","expert","verification","execution","classification","schedule","checklist"]