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Analyzes community composition using constrained ordination (CCA, RDA, db-RDA), variance partitioning (varpart), indicator species analysis (indicspecies multipatt), and distance-based environmental g…
Analyze and enforce numerical stability for time-dependent PDE simulations. Use when selecting time steps, choosing explicit/implicit schemes, diagnosing numerical blow-up, checking CFL/Fourier criter…
Use when the user asks to "clean transient comments", "remove temporary comments", or remove comments that describe past changes rather than documenting current code.
Security anti-pattern for insufficient randomness vulnerabilities (CWE-330). Use when generating or reviewing code that creates security tokens, session IDs, encryption keys, nonces, or any security-c…
Enables the Microsoft Testing Platform runner in global.json. Also use when the user mentions "testing platform," "Microsoft.Testing.Platform," "new test runner," "migrate test runner," "global.json t…
Converts options validation to use the compile-time source generator for AOT-compatible, reflection-free validation. Also use when the user mentions "OptionsValidator," "options validation source gen,…
Use when verifying outcomes with code instead of LLM judgment, versioning prompts with hashes, or ensuring reproducible agent behavior. Load for any critical verification. Scripts return boolean exit …
Systematic OSS release preparation checklist. Use when preparing a repository for open-source publishing, making a project public, or ensuring a repo meets OSS standards. Triggers: "prepare for OSS", …
Static Application Security Testing orchestration skill for running and managing SAST tools across codebases. This skill should be used when performing static code analysis, writing custom security ru…
Internal skill for creating implementation plans. Invoked by /arc:implement, not directly. Creates detailed plans with exact file paths, test code, and TDD cycles.
Evaluates agent judgment quality through scenario-based testing in-conversation. Use when the user wants to test, validate, or stress-test an agent, skill, or command definition — e.g. "test this agen…
Generate Test Plan - creates a manual test plan document from specification documents
Configures polymorphic JSON serialization with [JsonPolymorphic] and [JsonDerivedType] attributes. Also use when the user mentions "polymorphic JSON," "JsonDerivedType," "JSON inheritance," "type disc…
Configures System.Text.Json source generation for AOT-compatible JSON serialization. Also use when the user mentions "JSON source generator," "JsonSerializerContext," "JsonSerializable," "AOT JSON," "…
Enforces Intent UI component library conventions. Use when writing React components, reviewing UI code, or building pages/features that involve UI elements. Ensures semantic color tokens, proper icon …
Reviews a CLI tool's command interface for consistency in argument naming, flag conventions, help text, and README alignment. Use when building CLI tools or before releasing CLI updates. Triggers: "re…
Test Go Gin REST APIs with unit, integration, e2e, benchmark, and fuzz tests. Covers httptest patterns, table-driven tests, golden file snapshots, mocking repositories, testcontainers, coverage thresh…
Dump all Hyvä CMS components from active modules. This skill should be used when the user wants to list all CMS components, view available components, debug component configurations, or see the merged…
Implement branded (nominal/opaque) types in TypeScript to prevent accidental mixing of structurally identical types. Use when writing type-safe IDs (UserId, PostId), validated strings (Email, URL), un…
Reimplement the current branch on a new branch with a clean, narrative-quality git commit history. Use when the user wants to clean up messy commits, create a tutorial-style commit history, or prepare…
Lists and updates outdated NuGet packages in .NET projects. Also use when the user mentions "update packages," "outdated NuGet," "upgrade dependencies," "dotnet package update," "check for updates," o…
Monitor and debug Eve jobs with CLI follow, logs, wait, and diagnose commands. Use when work is stuck, failing, or you need fast status.
REPL-driven Clojure development for writing, editing, and debugging code. Triggers when working with Clojure files (.clj, .cljs, .cljc, .edn), handling namespaces, functions, or tooling. Provides idio…
Triage and fix dependency update PRs (Renovate, Dependabot, etc.). Use when the user wants to review dependency PRs, check which are mergeable, fix failing CI on dependency updates, or clean up a back…