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Retrieves and analyzes FHIR Coverage and Organization resources to produce a structured insurance summary with coordination of benefits analysis. Use when user asks to "check insurance", "coverage details", "verify coverage", "insurance summary", "what plan is the patient on", "primary vs secondary insurance", or "coverage status". Do NOT use for clinical data, demographics beyond insurance, or billing claim submission.

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Drain the Pharos Yield Intelligence coverage-audit queue into reviewed source coverage, documented intentional gaps, or watchlisted deferrals. Use monthly after `yield-coverage-audit` runs, after yield coverage drops, or when promoting queue candidates such as `native-exact-pool`, `lending-allowlist`, `source-family-adapter`, or `stale-auto-lending-override`.

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Test-to-requirement coverage mapping. Reads plan acceptance criteria and test files, produces a coverage gap report showing which requirements have no tests. Use during Phase 2 (Test) or Phase 4 (Review) to verify test completeness. Named after the Nyquist sampling theorem — sufficient test coverage prevents aliased (missed) requirements. NOT for running tests (see mk:testing); NOT for structural code review (see mk:review).

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テストカバレッジのギャップを体系的に分析し、実際に動くテストコードを提案するスキル。 以下のようなときに使う： - テストカバレッジを改善したい・不足テストを特定したい - 「テストが足りない」「カバレッジを上げたい」「どこをテストすべき」 - 「未テストの関数」「what tests am I missing」「improve test coverage」「coverage gap」 t-wada式TDDの原則に基づき、テストの抜け漏れを特定して優先度付きで補完する。 引数: 分析対象ファイル・ディレクトリ（省略時はプロジェクト全体）

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Defines ROI-based coverage targets with critical path identification, layer-specific targets, and explicit "don't test this" guidelines. Use for "test coverage", "coverage strategy", "test priorities", or "coverage targets".

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通过构建、静态分析、测试和安全检查验证Spring Boot改动，并审查代码差异，汇总发布或部署前各项检查是否通过及需要修复的问题。

• 提交Spring Boot拉取请求前检查
• 重构或更新依赖后验证
• 检查测试覆盖率是否达标

使用pytest设计和编写Python测试，复用准备与清理步骤，模拟外部服务，以多组输入验证行为，并测量代码覆盖率、找出尚未验证的部分。

• 先写测试再开发Python功能
• 复用测试准备与清理步骤
• 模拟外部API进行验证

按照先写测试的流程编写Rust单元、集成和异步测试，涵盖生成多样输入、替换依赖、性能基准测试与覆盖率检查，用于验证行为并补充未测试部分。

• 先写测试再开发Rust代码
• 为现有代码补充测试
• 验证异步操作与超时

支持编写和运行Perl测试、替换外部依赖、验证异常及测量代码覆盖率，也可用于测试先行的开发、失败原因排查和现有测试的迁移。

• 先写测试再开发Perl代码
• 迁移Test::More测试
• 独立验证API和数据库交互

Map attacker behaviors and indicators of compromise, or traces of an intrusion, to MITRE ATT&CK techniques. Build coverage heatmaps, compare threat groups, and identify monitoring gaps to guide detection improvements and threat intelligence reporting.

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• Mapping attacker behaviors and intrusion traces to ATT&CK techniques
• Visualizing detection coverage with ATT&CK Navigator
• Identifying attack techniques missing from monitoring

Create unit test scaffolds, sample data, and mocks from code or specifications. Analyze coverage reports to prioritize missing tests, and guide test-driven development through failing tests, minimal implementation, and refactoring.

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• Create unit tests from existing code
• Prioritize gaps in test coverage
• Turn acceptance criteria into tests

Define the documentation needed to review and hand over an AI-built app. Map architecture, permissions, configuration, secrets, and test coverage, adding relevant operational documents so reviewers can compare intended behavior with implementation and identify verification gaps.

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• Preparing documentation for an app handoff
• Mapping user flows and permission checks
• Separating existing tests, proposed tests, and coverage gaps

Build and test threat detection rules in Google SecOps using YARA-L 2.0, its rule language. The skill also checks existing coverage with simulated attack events, proposes rules for confirmed gaps, and deploys approved rules.

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• Creating detection rules from known attack behavior
• Tuning existing rules to reduce false positives
• Checking detection gaps against threat reports and CVE disclosures

Evaluate whether Google SecOps rules detect threats described in articles or supplied text. Generate simulated attack logs, identify coverage gaps, summarize matching rules, and create rules for uncovered threats, with user approval before adding them.

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• Evaluate detection coverage for threats described in a blog
• Test existing rules with simulated attack logs
• Review matching rules and their alerting status

Create unit, integration, and E2E tests that check complete user flows, then identify coverage gaps and investigate unreliable results. The skill also supports performance and security test plans, with findings organized by severity and suggested fixes.

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• Writing tests for normal behavior, errors, and boundary values
• Finding gaps in test coverage
• Investigating tests that fail intermittently

Calculate change risk for a specific .NET method, class, or file by combining code complexity with measured test coverage. Get ranked results and recommendations on where to add tests or simplify logic.

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• Calculate risk scores for a specific method
• Prioritize tests within a class
• Find complex, undertested methods in a file

Review test files or suites for missing checks, hidden exceptions, unreliable timing, shared state, and maintenance problems. Get a severity-ranked report with specific locations, explanations, and concrete suggestions for improving the tests.

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• Reviewing whether existing tests meaningfully check results
• Investigating timing and execution-order risks in tests
• Prioritizing test improvements before editing code

Measure JS SDK coverage or address measured coverage gaps. Use for coverage audits and metric regressions, not routine test additions.

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Turn a user-owned coverage CSV and reviewed press-clip captures into an honest, source-linked earned-media dashboard and a motion-designed highlight reel (MP4) that scrolls each real article to the client's sentence and highlights it. Use for coverage reports, earned-media dashboards, campaign recaps, or coverage videos; requires local files and composes press-clip instead of scraping articles itself.

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Gate test coverage with a ratchet — a committed baseline that coverage may never drop below and only ever rises. Ships a coverage-gate script (xccov-based) plus an advisory CRAP report (complexity × uncovered). Use when agent-written code needs a deterministic "tests were actually written" check.

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Audit test coverage health, gaps, and QE debt for Jira stories or epics. Produces coverage_analysis_report.md with AC-to-TC heatmap, risk scores, and prioritized action plan. Use when assessing coverage percentage, pre-release readiness, sprint readiness, or identifying missing test cases. Do NOT use for TC creation — use zephyr-test-generation instead.

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Use the open-source free `ReportGenerator` tool for turning .NET coverage outputs into HTML, Markdown, Cobertura, badges, and merged reports. USE FOR: the repo uses or wants ReportGenerator; CI needs human-readable coverage reports; multiple coverage files must be merged. DO NOT USE FOR: raw coverage collection with no reporting need. INVOKES: inspect the repository context, edit targeted files, and run relevant build, test, lint, or validation commands when changes are made.

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Audit a test file or suite; produce a severity-ranked diagnostic report. ALWAYS USE for tests that verify nothing, missing/tautological assertions, swallowed/broad exceptions, flaky/order-dependent tests, duplication, or magic values. Polyglot. DO NOT USE for direct edits: writing-mstest-tests owns supplied MSTest assertions/attributes/lifecycle; code-testing owns new tests. Exclude running tests, migration, assertion metrics (assertion-quality), raw .NET coverage collection (run-tests), non-.NET coverage collection/analysis (native tooling), project-wide .NET coverage/CRAP (coverage-analysis), named-target .NET CRAP (crap-score), behavioral/pseudo-mutation gaps (test-gap-analysis), test-mix/ happy-vs-error classification and trait distributions (test-tagging), or the testsmells.org catalog (test-smell-detection).

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Analyze test coverage gaps and generate tests to improve coverage. Use when improving test coverage, finding untested code, or writing missing tests.

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