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genetic-algorithms
Genetic Algorithms for AI optimization - EvoPrompt, hyperparameter tuning, evolutionary strategies.
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ml-model-deployment
Serve models with A/B testing, monitoring, retraining.
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GitHub
ai-engineer
AI Engineer building LLM features with focus on reliability, evals, cost control, latency, and user trust.
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GitHub
acceptance-test
Use this skill to generate Acceptance Tests BEFORE implementation. Supports **BDD** (for deterministic apps) and **EvDD** (for AI/LLM apps). Produces Gherkin specs or Golden Datasets. Shift-Left testing practic...
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GitHub
new-feature-planner
Interactive feature planning through conversational interview
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compound-concepts
Analyzes conversations for automation, systematization, and delegation opportunities using compound engineering principles
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planning-system
Structured planning from discovery to executable plans
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GitHub
consult-project-manager
High-level decision making, roadmap planning, and resource prioritization.
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GitHub
churn-risk-analysis
Analyze churn signals and create an intervention plan to save an at-risk account
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GitHub
quarterly-planning
Quarterly planning process for roadmap and resource allocation
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GitHub
strong-prompt
Analyze user requests to ensure clarity, safety, and strategic alignment without causing "Prompt Fatigue."
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GitHub
qa-tester
Activates when user requests test strategy design, automated testing frameworks, test case design, load testing, or security testing. Do NOT use for fixing bugs in production code. Examples: 'Write PHPUnit test...
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GitHub
personal-preferences
Apply personal preferences to all conversations - Chinese responses, modern tech stack, concise communication
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GitHub
adhd-interface-design
Design productivity dashboards, task management interfaces, and market intelligence platforms optimised for ADHD users. Apply when building UIs requiring cognitive load reduction, single-task focus modes, execu...
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GitHub
testing-strategy
Overall testing strategy and approach
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GitHub
feature-creator
Guide for creating DevContainer features. Use when creating a new feature for devcontainer, implementing install.sh scripts (npm package, binary download, source build, dotnet tool, or directory setup patterns)...
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GitHub
certificate-manager
Automate TLS certificates, rotation, and mTLS configuration.
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GitHub
test
Specialized agent for test objective
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GitHub
tester
Tester role responsible for functional and automated testing. Activate when running tests, verifying features, or reporting bugs.
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GitHub
tdd-bdd-typescript
TypeScriptにおけるTDD（テスト駆動開発）とBDD（振る舞い駆動開発）のスキル。Given-When-Thenスタイルでテストを記述し、Red-Green-Refactorサイクルで開発を進める。新規コード開発、レガシーコード改善、テストファースト...
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GitHub
csharp-test
Testing standards for C# 14 / .NET 10 with xUnit and Shouldly. Covers naming conventions (Should_X_When_Y), AAA pattern, test data builders, and mocking rules. Use for writing tests, "/test", or "help with test...
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GitHub
terraform-tests
Write Terraform tests using test blocks, run blocks, assertions, and provider configuration. Use when asked to "write Terraform tests", "create .tftest.hcl", "add test coverage", "validate Terraform module", or...
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GitHub
test-assertions
Write effective test assertions with clear error messages, null safety, and proper validation. Use when asked to "write assertions", "validate test results", "check conditions", "test expectations", or when wri...
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GitHub
migestion-test-api
API testing patterns for MiGestion - Jest, Supertest, mocking. Trigger: When writing or running API unit tests.
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默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。