Executing Plans
Execute detailed plans in batches with review checkpoints
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Execute detailed plans in batches with review checkpoints
Find one insight that eliminates multiple components - "if this is true, we don't need X, Y, or Z"
Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code...
This skill should be used when the user asks to "review this commit message", "validate my commit", "improve this commit message", "explain conventional commits", "teach me commit message best practic…
Display comprehensive worktree status including active worktrees, stale references, and uncommitted changes. Invoke with "/worktrees:status" or when user mentions "worktree status", "list worktrees", …
Database access patterns for performance. Separate read/write models, avoid N+1 queries, use AsNoTracking, apply row limits, and never do application-side joins. Works with EF Core and Dapper.
Analyze code coverage and CRAP (Change Risk Anti-Patterns) scores to identify high-risk code. Use OpenCover format with ReportGenerator for Risk Hotspots showing cyclomatic complexity and untested cod…
Write UI tests for Blazor applications (Server or WebAssembly) using Playwright. Covers navigation, interaction, authentication, selectors, and common Blazor-specific patterns.
Recognize when disagreements reveal valuable context, preserve multiple valid approaches instead of forcing premature resolution
Dispatch to the right problem-solving technique based on how you're stuck
Chain-of-Verification (CoVe) prompting system. Converts lazy prompts into rigorous 4-stage verified output. Use for any code generation, debugging, or implementation task. Automatically invoked by wav…
This skill should be used when the user asks to "address the review", "discuss PR feedback", "plan fixes for the review", "create a plan to fix PR issues", or wants to brainstorm solutions for review …
Write, debug, and explain Go configuration code using the github.com/num30/config library. Use this skill when the user asks to set up config structs, read from files/env vars/CLI flags, validate conf…
Write modern, high-performance C# code using records, pattern matching, value objects, async/await, Span<T>/Memory<T>, and best-practice API design patterns. Emphasizes functional-style programming wi…
Organize DI registrations using IServiceCollection extension methods. Group related services into composable Add* methods for clean Program.cs and reusable configuration in tests.
Use Slopwatch to detect LLM reward hacking in .NET code changes. Run after every code modification to catch disabled tests, suppressed warnings, empty catch blocks, and other shortcuts that mask real …
Test at extremes (1000x bigger/smaller, instant/year-long) to expose fundamental truths hidden at normal scales
Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.
Debugs code issues by analyzing errors, tracing execution flow, identifying root causes, and suggesting fixes. Use when the user says "this isn't working", "I'm getting an error", "why is this broken?…
This skill should be used when the user asks to "review this PR", "check the pull request", "review PR #123", "analyze this pull request", "get automated review", or wants code review for a GitHub PR.…
Test email sending locally using Mailpit with .NET Aspire. Captures all outgoing emails without sending them. View rendered HTML, inspect headers, and verify delivery in integration tests.
Entity Framework Core best practices including NoTracking by default, query splitting for navigation collections, migration management, dedicated migration services, and common pitfalls to avoid.
Microsoft.Extensions.Options patterns including IValidateOptions, strongly-typed settings, validation on startup, and the Options pattern for clean configuration management.
Design .NET types for performance. Seal classes, use readonly structs, prefer static pure functions, avoid premature enumeration, and choose the right collection types.