api-development-expert
API development expert including REST design, OpenAPI, and documentation
android-expert
Comprehensive Android development expert covering Jetpack Compose, Kotlin coroutines/Flow, Architecture Components, Hilt DI, Navigation, testing, performance, Material Design 3, and modern Android patterns (MVI, Clean Architecture).
ai-ml-expert
AI and ML expert covering PyTorch, TensorFlow, Hugging Face, scikit-learn, LLM integration, RAG pipelines, MLOps, and production ML systems
agent-updater
Research-backed workflow to refresh existing agent prompts/frontmatter with diff-based risk scoring, TDD gates, and ecosystem validation.
agent-tool-design
The Agent Tool Contract — 5 principles for designing tools agents call reliably: predictable signature, rich errors, token-efficient output, idempotency, graceful degradation. Includes anti-pattern table with 8 common mistakes.
trpc-api-rule
Enforces conventions and practices for tRPC API endpoints and procedures.
agent-evaluation
LLM-as-judge evaluation framework with 5-dimension rubric (accuracy, groundedness, coherence, completeness, helpfulness) for scoring AI-generated content quality with weighted composite scores and evidence citations
agent-creator
Creates specialized AI agents on-demand when no existing agent matches a request. Use when the Router cannot find a suitable agent for a task. Enables self-evolution by generating persistent agents.
adversarial-review
Force adversarial code review stance that eliminates confirmation bias — reviewer must find issues or re-analyze
adversarial-debate
N-round opposing-stance debates for trade-off analysis. Assigns pro/con roles to agents, runs structured debate rounds with quality scoring, and produces a moderator synthesis with confidence-rated recommendation. Generalizable to architecture, technology, security, and design decisions.
advanced-elicitation
Use when you want to improve response quality through meta-cognitive reasoning. Applies 15+ reasoning methods to reconsider and refine initial outputs.
accessibility
Ensure accessibility in UI components including semantic HTML, ARIA attributes, keyboard navigation, and WCAG 2.2 AA compliance.
writing
Deprecated alias for writing-skills skill
testing-expert
Deprecated alias for tdd skill
integration
Integration skills
writing-plans
Create bite-sized task lists with complete code. Use when planning multi-step implementations.
windows-compatibility
Guidelines for working on Windows with Git Bash. Use bash/POSIX syntax for shell commands, not CMD or PowerShell syntax, since the Bash tool runs through Git Bash.
vueuse-library-rule
Encourages leveraging VueUse functions throughout the project to enhance reactivity and performance.
vue-expert
Vue.js ecosystem expert including Vue 3, Composition API, Nuxt, and Pinia
virtual-environment-usage
Mandates the use of virtual environments for isolating project dependencies and ensuring reproducibility.
version-control-rule
Applies to git related files, specifies to always use git for version control.
verify-information-rule
This rule ensures that the AI always verifies information before presenting it, avoiding assumptions and speculation.
vercel-kv-database-rules
Defines how to interact with Vercel's KV database for storing and retrieving session and application data.
vercel-deploy
Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as "Deploy my app", "Deploy this to production", "Create a preview deployment", "Deploy and give me the link", or "Push this live". No authentication required - returns preview URL and claimable deployment link.
vercel-ai-sdk-best-practices
Best practices for using the Vercel AI SDK in Next.js 15 applications with React Server Components and streaming capabilities.
using-git-worktrees
Create isolated development workspaces with safety verification. Use when needing parallel development branches.
use-case-example
Use Case Example for Cypress Defect Tracking Prompt
unit-testing-requirement
Enforces the implementation of unit tests to guarantee code reliability and maintainability, especially within the 'tests' directory.
type-hinting-rule
Mandates strict type hinting using the typing module for all Python functions, methods, and class members.
publishing-rules
Rules for publishing Chrome extensions to the Chrome Web Store, ensuring proper submission guidelines are followed.
pyqt6-ui-development-rules
Specific rules for PyQt6 based UI development focusing on UI/UX excellence and performance.
qa-workflow
QA validation and fix loop workflow. Use when implementation is complete and needs quality assurance before sign-off.
qwik-expert
Qwik framework expert including resumability, lazy loading, and optimization
receiving-code-review
Process and act on code review feedback. Use when receiving review results.
recommended-folder-structure
Enforces specific folder structure at root level.
rell-general-rules
General rules for writing Rell code, emphasizing clarity, correctness, and adherence to Rell-specific instructions.
repo-rag
Perform high-recall codebase retrieval using semantic search and symbol indexing. Use when you need to find specific code, understand project structure, or verify architectural patterns before editing.
repository-class-conventions
Governs the structure and functionality of repository classes, emphasizing the use of JpaRepository, JPQL queries, and EntityGraphs to prevent N+1 problems.
requesting-code-review
Dispatch code-reviewer agent for two-stage review. Use after completing implementation tasks.
root-level-project-instructions
Root level project guidelines and initial steps to start and implement EEG processor
senior-frontend-developer-mindset
Sets the mindset for a senior frontend developer concerning code quality, maintainability, and testing. This encourages developers to focus on creating clean, efficient, and well-tested code.
single-chunk-edits-rule
This rule requires the AI to provide all edits in a single chunk, avoiding multiple-step instructions for the same file.
smart-revert
Git-aware smart revert for tracks, phases, and tasks. Handles rewritten history, finds related commits, and provides safe rollback with multiple confirmation gates.
solidjs-expert
SolidJS expert including reactivity, components, and store patterns
spec-critique
Self-critique specification documents using extended thinking. Use when a spec is complete and needs validation before implementation.
spec-writing
Specification document creation from gathered requirements and context. Use when requirements are gathered and you need to create a comprehensive spec.
subagent-driven-development
Execute plans via autonomous agents with two-stage review per task. Use for complex implementations requiring quality gates.
submission-process-outline
Summarize the pick submission process and outline the API endpoint and business logic in pseudocode before coding.
task-breakdown
Break down implementation plans into organized task lists using Epic → Story → Task hierarchy with Enabler support, P1/P2/P3 prioritization, and TaskCreate integration
tech-stack
Specifies the technologies to be used for backend development, including Node.js, Express.js, MongoDB, and Mongoose.
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