Refactoring
Code restructuring and optimization
TDD Cycle - Comprehensive Test-Driven Development
by anton-abyzov
Execute full TDD red-green-refactor cycle with validation gates. Use when saying "TDD cycle", "test-driven development", or "full TDD workflow".
review-docs
by JamieMason
Review and improve Syncpack documentation for clarity, completeness, and consistency. Use when enhancing docs or validating before publication.
market-mechanics-betting
by lyndonkl
Use to convert probabilities into decisions (bet/pass/hedge) and optimize scoring. Invoke when need to calculate edge, size bets optimally (Kelly Criterion), extremize aggregated forecasts, or improve Brier scores. Use when user mentions betting strategy, Kelly, edge calculation, Brier score, extremizing, or translating belief into action.
refactor-roadmap
by proflead
Create a staged refactor plan for a module. Use when a mid-level developer needs a safe refactor path.
pueue-job-orchestration
by terrylica
Pueue universal CLI telemetry and job orchestration. TRIGGERS - run on bigblack, run on littleblack, queue job, long-running task, cache population, batch processing, GPU workstation, pueue callback, pueue delay, pueue priority.
commit
by tkersey
Create micro-commits (minimal incision) with at least one validation signal per commit. Use when requests say "split this into micro commits," "stage only the minimal change and commit," "keep commits tiny while checks pass," or when parallel workers/slices need isolated, reviewable commits.
fin
by tkersey
"Finalize GitHub PRs end-to-end: update branch/PR, monitor CI until green, squash-merge, and clean up local/remote state. Use when asked to $fin or to finish/land/merge/close a PR, watch checks or runs, squash-merge, delete the branch, and sync local state."
customer-service-expert
by GitHamza0206
Expert guidance for improving customer service assistants. Use when optimizing UX, response time, tone, wording, conversation flow, or evaluating customer service quality.
implementing-communitytoolkit-mvvm
by christian289
"Implements MVVM pattern using CommunityToolkit.Mvvm with ObservableProperty attributes. Use when building ViewModels with source generators or implementing commands in WPF."
prompt-enhancer
by sammcj
Knowledge for transforming poor or overly simple user prompts with expert-level framing. Triggers include: user explicitly asking to improve/refine/rewrite their prompt or user requesting help framing a request for another AI system.
code-implementer
by galz10
Pickle Rick's "God Mode" Implementation Skill. Executes technical plans with rigorous verification. Use when you are ready to write code, run tests, and iterate through implementation phases.No Jerry-work allowed.
brainstorm
by robertguss
Collaborative brainstorming partner for multi-session ideation projects. Use when the user wants to brainstorm, ideate, explore ideas, or think through problems—whether for SaaS products, software tools, book ideas, newsletter content, business strategies, or any creative/analytical challenge. Handles session continuity across days/weeks via versioned markdown documents. Includes brainstorming methods catalog and supports both connected (cross-project awareness) and clean-slate modes.
code-simplification
by sammcj
Use this skill when you need to review and refactor code to make it simpler, more maintainable, and easier to understand. Helps with identifying overly complex solutions, unnecessary abstractions.
dspy-output-refinement-constraints
by OmidZamani
This skill should be used when the user asks to "refine DSPy outputs", "enforce constraints", "use dspy.Refine", "select best output", "use dspy.BestOfN", mentions "output validation", "constraint checking", "multi-attempt generation", "reward function", or needs to improve output quality through iterative refinement or best-of-N selection with custom constraints.
sc-refactor-review
by kylesnowschwartz
This skill SHOULD be used when the user asks to "review code", "find dead code", "check for duplication", "simplify the codebase", "find refactoring opportunities", "do code cleanup", "check naming consistency", "analyze test organization", "run codebase health check", "review my PR", "refactor this code", "extract method", "rename variable", "consolidate duplicates", "adversarial review", "red team review", "find ways to break this", "multi-model review", or "get multiple AI opinions on this code". Routes to specialized analysis agents, refactoring workflow, or multi-model adversarial review based on the type of request.
effective-go
by kylesnowschwartz
"Apply Go best practices, idioms, and conventions from golang.org/doc/effective_go. This skill SHOULD be used when writing, reviewing, or refactoring Go code to ensure idiomatic, clean, and efficient implementations."
gemini-logo-remover
by bear2u
Remove Gemini logos, watermarks, or AI-generated image markers using OpenCV inpainting. Use this skill when the user asks to remove Gemini logo, AI watermark, or any logo/watermark from images.
gemini-logo-remover
by bear2u
Remove Gemini logos, watermarks, or AI-generated image markers using OpenCV inpainting. Use this skill when the user asks to remove Gemini logo, AI watermark, or any logo/watermark from images.
using-fastlane-in-flutter-and-ci
by rodydavis
Automate Flutter app builds and deployments to both the App Store and Google Play using Fastlane with this step-by-step guide.
harsh
by htlin222
complete a comprehensive and brutally honest critical review of your manuscript. The review identifies major methodological flaws and areas where the work falls short of publication standards for a high-impact clinical journal.
sc-improve
by htlin222
Apply systematic improvements to code quality, performance, and maintainability. Use when refactoring code, cleaning up technical debt, or optimizing performance.
sc-cleanup
by htlin222
Clean up code, remove dead code, and optimize project structure. Use when user wants to clean codebase, remove unused code, or optimize imports.
quarto-netlify
by htlin222
Quarto + Netlify Deployment Setup. Use when setting up a Quarto project for Netlify deployment with RevealJS presentation support.
sc-build
by htlin222
Build, compile, and package projects with error handling and optimization. Use when user needs to build, compile, or package a project.