Zustand state management patterns for React Native. Use when working with Zustand stores, debugging state timing issues, or implementing async actions in Zustand.
Score 70/100
CRITICAL: Use for Robius app architecture patterns. Triggers on: Tokio, async, submit_async_request, 异步, 架构, SignalToUI, Cx::post_action, worker task, app structure, MatchEvent,…
Score 70/100
Guidelines for building RoboCorp RPA automation with Python, emphasizing functional programming, Pydantic validation, and async operations.
Score 70/100
Generates Robot Framework tests in keyword-driven syntax with Python. Supports SeleniumLibrary, RequestsLibrary, and custom keywords.
Score 70/100
Analyze Rails application upgrade path. Checks current version, finds latest release, fetches upgrade notes and diffs, then performs selective upgrade preserving local…
Score 70/100
Rod is a high-level Go library built directly on the Chrome DevTools Protocol for web automation and scraping.
Score 70/100
Planning and executing metadata rollbacks and emergency hotfixes in Salesforce orgs. Use when a production deployment causes regression and needs to be reverted, or when an urgent…
Score 70/100
Find the true source, not symptoms — systematic debugging from observation to permanent fix
Score 70/100
Detects seven structural anti-patterns in Claude Projects that cause unpredictable output, ignored instructions, and degraded quality.
Score 70/100
Diagnoses and fixes Claude behavioral issues in system prompts and Projects using tested countermeasure templates.
Score 70/100
Guides selection of identity, reasoning, and output approaches for Claude prompts based on task characteristics.
Score 70/100
Analyzes Claude Project context budget using the two-pool architecture: knowledge files (~66,500 token RAG threshold) vs. threshold-exempt overhead.
Score 70/100
Specialized agentic and context engineering prompt methodology for Claude. Use when designing AI agents — system prompts, tool definitions, context window architectures, failure…
Score 70/100
Specialized business strategy prompt methodology for Claude. Provides 11 tested approaches (3 identity, 4 reasoning, 4 output formats) for consulting, M&A, corporate strategy, and…
Score 70/100
Specialized software engineering prompt methodology for Claude. Use when building prompts for system design, code review, incident response, security analysis, API design,…
Score 70/100
Comprehensive audit of a user's entire Claude environment — combines Project audit (six-dimension Project Scorecard, seven anti-patterns) with Global audit (six-dimension Global…
Score 70/100
Audits and optimizes the five global Claude layers (User Preferences, Styles, Global Memory, Skills, MCP Connectors) using the Global Layer Scorecard (six dimensions, anchored 1-5…
Score 70/100
Eight tested identity approaches for Claude prompts, each shaping depth, vocabulary, reasoning style, and what Claude treats as obvious vs. requiring explanation.
Score 70/100
Rebalances context across Memory, Custom Instructions, knowledge files, and User Preferences in Claude Projects.
Score 70/100
Tested output format specifications for Claude prompts. Use when the user wants a specific deliverable structure — retrieving, reviewing, customizing, or building output…
Score 70/100
Audits and scores Claude Projects using a six-dimension Scorecard with anchored 1-5 rubrics and detects seven structural anti-patterns.
Score 70/100
Generates a structured Project Brief — a comprehensive markdown document that extracts goals, architecture, knowledge file inventory, Custom Instructions summary, Memory contents,…
Score 70/100
Builds complete, optimized Claude prompts and Project scaffolds from task descriptions. Use when building, designing, creating, or structuring a Claude prompt or system prompt.
Score 70/100
Evaluates and scores Claude prompts and system prompts using a six-dimension Scorecard with anchored 1-5 rubrics.
Score 70/100
Tested reasoning approaches for Claude prompts — 18 variants across 6 categories (Analytical, Strategic, Creative, Technical, Research, Comparative).
Score 70/100
Produces structured XML session continuation documents for multi-session workflows. Captures all active work streams, decisions with rationale, uploaded file content, conversation…
Score 70/100
Framework-agnostic HTTP API route testing patterns, authentication strategies, and integration testing best practices.
Score 70/100
RouterOS /app YAML format for container applications (7.21+ builtin app, 7.22+ custom YAML creation).
Score 70/100
RouterOS command tree introspection via /console/inspect API. Use when: building tools that parse RouterOS commands, generating API schemas from RouterOS, working with…
Score 70/100
RouterOS /container subsystem for running OCI containers on MikroTik devices. Use when: enabling containers on RouterOS, setting up VETH/bridge networking for containers, managing…
Score 70/100
RouterOS v7 domain knowledge for AI agents. Use when: working with MikroTik RouterOS, writing RouterOS CLI/script commands, calling RouterOS REST API, debugging why a Linux…
Score 70/100
MNDP (MikroTik Neighbor Discovery Protocol) wire format, behavior, and RouterOS /ip/neighbor integration.
Score 70/100
MikroTik RouterOS CHR (Cloud Hosted Router) with QEMU. Use when: running RouterOS in QEMU, booting CHR images, debugging CHR boot failures, setting up VirtIO devices for RouterOS,…
Score 70/100
LiteLLM-RS Routing Architecture. Covers 7 routing strategies, lock-free design with DashMap, health-aware selection, fallback chains, and load balancing.
Score 70/100
RSpec testing best practices for Ruby and Rails applications, covering test organization, data management, and isolation patterns.
Score 70/100
Add right-to-left (RTL) text support to web projects for Hebrew, Arabic, and Farsi. Use when the user asks about RTL layout, Hebrew/Arabic text direction, bidirectional text, CSS…
Score 70/100
Structured metacognitive debugging skill that forces step-by-step self-explanation of logic, code, or reasoning as if teaching a naïve “rubber duck.” Use when diagnosing bugs,…
Score 70/100
Ruby development guidelines covering idiomatic code style, Ruby 3.x features, testing with RSpec, and best practices for building maintainable Ruby applications.
Score 70/100
Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks.
Score 70/100
Non-negotiable Jardis architecture rules — five constitutional pillars, hexagonal dependency direction, Closure-Orchestrator pattern.
Score 70/100
Jardis testing rules — Integration over Unit, mock only at port boundaries, mandatory process for failing tests (no assertion weakening), Phase-3 test patterns for generated…
Score 70/100
Launch supported coding agents in Docker, collect local metrics and HTTP traces, and compare their runs in a built-in dashboard.
Score 70/100
Use ToolHive to install, isolate, update, and govern MCP servers so agents connect to a predictable local or Kubernetes-backed tool surface instead of a pile of hand-managed…
Score 70/100
Trigger CodeRabbit review passes from an agent and work unresolved PR feedback threads into guided or batch autofix loops.
Score 70/100
Lets an agent execute OpenAPI or API Blueprint contract checks against a running service so spec drift is caught before release.
Score 70/100
Express Kubernetes test steps and assertions in YAML, then execute them against a real cluster before shipping controller or manifest changes.
Score 70/100
Adds deterministic SQL analysis, dbt-aware tooling, warehouse metadata, lineage, and test-generation workflows underneath Claude Code, Codex, or terminal-driven agent sessions.
Score 70/100
Execute repository-stored HTTP request files from the command line so API smoke tests, assertions, and environment-driven checks can run without a GUI client.
Score 70/100
Use Open Code Review when an agent needs several reviewer personas to inspect a diff, debate findings, and synthesize review output before a human approves, posts, or acts on the…
Score 70/100
Execute PostgreSQL backup, restore, verification, and point-in-time recovery runbooks with explicit repository and WAL handling.
Score 70/100
Give coding agents React Native-specific build, upgrade, GitHub Actions, and troubleshooting guidance instead of treating mobile work like generic web development.
Score 70/100
Apply reusable refactoring recipes to large codebases so framework upgrades and codemods happen as auditable, reviewable changes.
Score 70/100
Start all local services (backend, frontend, docs) with dependency checking, error diagnosis, and automatic recovery.
Score 70/100
Structured investigation and troubleshooting for production incidents, build failures, performance issues, and mysterious bugs.
Score 70/100
Execute end-to-end tests covering full user workflows across frontend and backend. Use when performing specialized testing.
Score 70/100
Execute integration tests validating component interactions and system integration. Use when performing specialized testing.
Score 70/100
Execute mutation testing to evaluate test suite effectiveness. Use when performing specialized testing.
Score 70/100
Execute load testing, stress testing, and performance benchmarking. Use when performing specialized testing.
Score 70/100
Execute fast smoke tests validating critical functionality after deployment. Use when performing specialized testing.
Score 70/100
Drive strict red-green-refactor TDD discipline for any code change. Use when a user requests test-driven development, asks to write a failing test first, wants to add a feature…
Score 70/100