Testing
Unit tests, integration tests, test automation
lamport-distributed-systems
by copyleftdev
Design distributed systems using Leslie Lamport's rigorous approach. Emphasizes formal reasoning, logical time, consensus protocols, and state machine replication. Use when building systems where correctness under concurrency and partial failure is critical.
dispatching-parallel-agents
by hxk622
"当面临 2+ 个独立任务时使用，这些任务可以并行处理，无共享状态或顺序依赖。Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies. Dispatch one agent per independent problem domain."
ruby-workflow
by ilude
Ruby project workflow guidelines. Activate when working with Ruby files (.rb), Gemfile, bundler, or Ruby-specific tooling.
agent-evaluation
by ngxtm
"Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring\u2014where even top agents achieve less than 50% on re..."
python-testing
by ilude
Python-specific testing practices with pytest, fixtures, mocking, async testing, coverage configuration, and uv execution rules. Activate when working with pytest files, conftest.py, test directories, pyproject.toml testing configuration, or Python test-related tasks.
speckit-update
by akiojin
GitHub Spec Kit (https://github.com/github/spec-kit) のベースバージョン更新やテンプレート/スクリプト同期を行うための手順。Spec Kitの更新、上流リリースとの差分適用、templates/commands/scriptsの取り込み、ローカル運用（日本語化・ブランチ非操作・SPEC-[UUID8桁]）の維持が必要なときに使用する。
fishbone-diagram
by ddunnock
Create comprehensive Fishbone (Ishikawa/Cause-and-Effect) diagrams for structured root cause brainstorming. Guides teams through problem definition, category selection (6Ms, 8Ps, 4Ss, or custom), cause identification, sub-cause drilling, prioritization via multi-voting, and 5 Whys integration. Generates visual SVG diagrams and professional HTML reports. Use when brainstorming potential causes, conducting root cause analysis, facilitating quality improvement sessions, analyzing defects or failures, structuring team problem-solving, or when user mentions "fishbone", "Ishikawa", "cause and effect diagram", "6Ms", "cause analysis", or "brainstorming causes".
rust-workflow
by ilude
Rust project workflow guidelines. Activate when working with Rust files (.rs), Cargo.toml, Cargo.lock, or Rust-specific tooling.
python-workflow
by ilude
"Python project workflow guidelines. Triggers: .py, pyproject.toml, uv, pip, pytest, Python. Covers package management, virtual environments, code style, type safety, testing, configuration, CQRS patterns, and Python-specific development tasks."
android-emulator-skill
by fluxxion82
Production-ready scripts for Android app testing, building, and automation. Provides semantic UI navigation, build automation, accessibility testing, and emulator lifecycle management. Optimized for AI agents with minimal token output. Android equivalent of ios-simulator-skill.
spec-reviewer
by EnzeD
Review and challenge spec documents against the project's codebase, best practices, and guidelines. Spawns a team of parallel agents to analyze consistency, code reuse, performance, scope, and testability. Use when the user says "challenge", "review spec", "check spec", "audit spec", or asks to validate a spec file against the codebase. Triggers on spec file paths (e.g., specs/037-hover-brackets-info.md).
multi-agent-ai-projects
by ilude
Guidelines for multi-agent AI and learning projects with lesson-based structures. Activate when working with AI learning projects, experimental directories like .spec/, lessons/ directories, STATUS.md progress tracking, or structured learning curricula with multiple modules or lessons.
pysam
by hxk622
Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calculate coverage, for NGS data processing pipelines.
pr-test-analyzer
by troykelly
Use when asked to evaluate PR test coverage or explicitly asked to run the pr-test-analyzer subagent.
scikit-bio
by hxk622
Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), ordination (PCoA), PERMANOVA, FASTA/Newick I/O, for microbiome analysis.
finishing-a-development-branch
by hxk622
"当实现完成、所有测试通过，需要决定如何集成工作时使用。通过展示 merge、PR 或 cleanup 的结构化选项来引导完成开发工作。Use when implementation is complete, all tests pass, and you need to decide how to integrate the work."
go-workflow
by ilude
Go project workflow guidelines. Activate when working with Go files (.go), go.mod, Go modules, golang, or Go-specific tooling.
web-projects
by ilude
Guidelines for web development projects using JavaScript/TypeScript frameworks. Activate when working with web projects, package.json, npm/yarn/pnpm, React, Next.js, Vue, Angular, Svelte, or other web frameworks, frontend components, or Node.js applications.
testing-strategy
by webdevtodayjason
Comprehensive testing strategies including test pyramid, TDD methodology, testing patterns, coverage goals, and CI/CD integration. Use when writing tests, implementing TDD, reviewing test coverage, debugging test failures, or setting up testing infrastructure.
opencode-docs
by jasonz-ncc42
Local OpenCode documentation reference. Use when asked about OpenCode features, tools, agents, MCP servers, plugins, CLI, TUI, or IDE integration.
verification-before-completion
by hxk622
"在声称工作完成、修复或通过之前使用，在提交或创建 PR 之前。需要运行验证命令并确认输出后才能声称成功。证据先于断言。Use when about to claim work is complete - evidence before assertions always."
test
by thechandanbhagat
Generate unit tests, integration tests, and test data. Use when writing tests, improving test coverage, or creating test scenarios.
typescript-testing
by ilude
TypeScript/JavaScript testing practices with Bun's test runner. Activate when working with bun test, .test.ts, .test.js, .spec.ts, .spec.js, testing TypeScript/JavaScript, bunfig.toml, testing configuration, or test-related tasks in Bun projects.
foundry
by sablier-labs
Write Foundry-based tests and scripts. Trigger phrases - foundry testing, write test, fuzz test, fork test, invariant test, deploy script, gas benchmark, coverage, or when working in tests/ or scripts/ directories.