genetic-algorithms
Genetic Algorithms for AI optimization - EvoPrompt, hyperparameter tuning, evolutionary strategies.
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Genetic Algorithms for AI optimization - EvoPrompt, hyperparameter tuning, evolutionary strategies.
Serve models with A/B testing, monitoring, retraining.
AI Engineer building LLM features with focus on reliability, evals, cost control, latency, and user trust.
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...
Interactive feature planning through conversational interview
Analyzes conversations for automation, systematization, and delegation opportunities using compound engineering principles
Structured planning from discovery to executable plans
High-level decision making, roadmap planning, and resource prioritization.
Analyze churn signals and create an intervention plan to save an at-risk account
Quarterly planning process for roadmap and resource allocation
Analyze user requests to ensure clarity, safety, and strategic alignment without causing "Prompt Fatigue."
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...
Apply personal preferences to all conversations - Chinese responses, modern tech stack, concise communication
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...
Overall testing strategy and approach
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)...
Automate TLS certificates, rotation, and mTLS configuration.
Specialized agent for test objective
Tester role responsible for functional and automated testing. Activate when running tests, verifying features, or reporting bugs.
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...
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...
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...
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...
API testing patterns for MiGestion - Jest, Supertest, mocking. Trigger: When writing or running API unit tests.
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.