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Coding standards, frameworks, refactoring, and code review (15.8K skills)

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explore-homecore

FreeSummaryAI rating 90

Investigate a Homecore capability by tracing relevant source files, tests, and accepted architecture decisions. Check documented status and limitations before proposing code, while keeping implementation presence separate from deployment compatibility or claims of Home Assistant parity.

  • Find source files and design decisions for a Homecore capability
  • Check documented implementation status and limitations
  • Review focused tests before proposing code changes
ruvnet/RuView99.1KUpdated Oct 21, 2026

provision-node

FreeSummary

Set up an ESP32-S3/C6 sensing node for RuView by choosing firmware, checking and flashing binaries, and configuring WiFi and capture settings. Use boot logs to confirm CSI, measurements of the WiFi channel, is being captured.

  • Choosing firmware for an ESP32 board
  • Flashing firmware after checksum verification
  • Configuring WiFi, channels, and MAC filters
ruvnet/RuView99.1KUpdated Oct 21, 2026

github-code-review

FreeSummaryAI rating 70

Review GitHub pull requests, or proposed code changes, with specialized agents covering security, performance, architecture, and style. Generate actionable comments, apply quality thresholds, and coordinate automated review workflows.

  • Review authentication changes for security issues
  • Assess performance impacts of database changes
  • Check UI accessibility and coding conventions
ruvnet/RuView99.1KUpdated Oct 21, 2026

onboard

FreeSummaryAI rating 80

Start using RuView by choosing a Docker demo, a source build, or a live ESP32 setup. The skill guides the next concrete step, distinguishing sample data playback from sensing an actual room with WiFi signals.

  • Trying the dashboard without sensing hardware
  • Building and testing RuView from source
  • Starting a live ESP32 room-sensing setup
ruvnet/RuView99.1KUpdated Oct 21, 2026

ruview-rvagent

FreeSummaryAI rating 80

Connect RuView sensing data to AI agents through tools for presence, breathing, and heart rate. Explore agent coordination and prototype storing agent state and decisions alongside sensing data in a shared RVF container.

  • Read live presence and vital-sign data from an agent
  • Prototype agent responses to room-presence events
  • Design coordination between sensing subagents
ruvnet/RuView99.1KUpdated Oct 21, 2026

Pair Programming

FreeSummaryAI rating 90

Work with AI as a coding partner, choosing who writes code and who guides the work. Supports role switching, test generation, ongoing code review, debugging, and step-by-step explanations for learning.

  • Write code with ongoing AI review
  • Direct AI implementation while reviewing its output
  • Develop features by writing tests first
ruvnet/RuView99.1KUpdated Oct 21, 2026

V3 DDD Architecture

FreeSummaryAI rating 80

Restructure claude-flow v3 into focused modules using Domain-Driven Design, which groups code by responsibility. Define module boundaries, event communication, and plugin interfaces to support a modular architecture with independently testable business logic.

  • Split an oversized orchestrator into focused modules
  • Define boundaries between tasks, sessions, and monitoring
  • Design plugin extensions and domain events
ruvnet/RuView99.1KUpdated Oct 21, 2026

ruview-hardware-setup

FreeSummaryAI rating 80

Set up RuView sensing nodes by building and flashing ESP32 firmware, configuring WiFi and the receiving address, and checking serial logs. Diagnose missing CSI streams, the WiFi signal measurements sent by sensing nodes.

  • Setting up a new RuView sensing node
  • Reflashing firmware for an 8 MB or 4 MB ESP32-S3
  • Configuring WiFi and the receiving server
ruvnet/RuView99.1KUpdated Oct 21, 2026

V3 CLI Modernization

FreeSummaryAI rating 80

Modernize the claude-flow v3 command-line interface by splitting large command files, adding interactive prompts, connecting hooks that run on execution events, and organizing multiple commands into automated workflows with progress reporting.

  • Splitting large command files into focused modules
  • Adding interactive setup prompts
  • Recording command results through execution hooks
ruvnet/RuView99.1KUpdated Oct 21, 2026

ruview-mmwave

FreeSummaryAI rating 80

Set up radar sensing for contactless heart rate, breathing rate, presence, and distance measurements. It covers supported hardware, firmware, and combining radar with WiFi CSI, sensing data derived from wireless signals, for shared readings and 3D views.

  • Setting up contactless heart rate and breathing measurements
  • Detecting presence and approximate distance in a defined zone
  • Combining radar and WiFi CSI readings
ruvnet/RuView99.1KUpdated Oct 21, 2026

stream-chain

FreeSummaryAI rating 80

Connect agent tasks into a sequence where each step receives the previous output. Use custom prompts or predefined workflows to analyze code, plan refactoring, generate tests, optimize performance, or transform data through multiple stages.

  • Turn code analysis into an improvement plan
  • Prioritize and refactor existing code
  • Find test gaps and generate unit tests
ruvnet/RuView99.1KUpdated Oct 21, 2026

ruview-cli-api

FreeSummaryAI rating 80

Integrate RuView through shell commands, an HTTP API, or WebAssembly builds, which run compiled code in browsers and supported edge devices. Covers survivor scan commands, result exports, API hosting, and browser or ESP32 deployment paths.

  • Script survivor scans and export results
  • Expose RuView sensing through HTTP
  • Build RuView for browser use
ruvnet/RuView99.1KUpdated Oct 21, 2026

V3 Performance Optimization

FreeSummaryAI rating 80

Measure and optimize claude-flow v3 startup, search, attention processing, and memory use. Compare benchmarks against performance targets, track changes over time, and identify regressions to guide further optimization.

  • Compare performance before and after v3 optimization
  • Evaluate vector search speed and memory use
  • Track performance regressions over time
ruvnet/RuView99.1KUpdated Oct 21, 2026

Get RuView running with a Docker demo using simulated WiFi signal data, source checks, or live sensing with supported hardware. Choose a starting path based on available equipment and open a working sensing dashboard.

  • Try the dashboard without sensing hardware
  • Explore the API or develop the interface using simulated data
  • Check the Rust build and Python verification
ruvnet/RuView99.1KUpdated Oct 21, 2026

V3 MCP Optimization

FreeSummaryAI rating 70

Improve the MCP server that connects claude-flow v3 to tools. It guides connection reuse, faster tool lookup, request distribution, and communication changes, with monitoring to evaluate response times, errors, memory use, and cache performance.

  • Analyze slow MCP startup and tool responses
  • Reuse connections and clean up idle ones
  • Improve tool lookup and distribute requests
ruvnet/RuView99.1KUpdated Oct 21, 2026

V3 Deep Integration

FreeSummaryAI rating 80

Refactor claude-flow into an extension of agentic-flow@alpha to reduce duplicate implementations. Plan adapter layers, migrate agent and task management, and connect learning, shared memory, and tools while checking compatibility with existing functionality.

  • Consolidate duplicate agent and task management code
  • Design an adapter that preserves existing APIs
  • Integrate learning, shared memory, and MCP tools
ruvnet/RuView99.1KUpdated Oct 21, 2026

Hooks Automation

FreeSummaryAI rating 100

Automate checks, code formatting, agent coordination, and session records around Claude Code operations. Uses hooks, actions triggered before or after work, to preserve context and connect development tasks with shared memory.

  • Automatically format and validate edited code
  • Share progress across multiple agents
  • Save and restore development sessions
ruvnet/RuView99.1KUpdated Oct 21, 2026

V3 Core Implementation

FreeSummaryAI rating 90

Implement core TypeScript modules for claude-flow v3 using domain-driven design, which organizes code around distinct responsibilities. Build task and session domains, connect storage and services, and add unit and integration tests.

  • Build the core structure for claude-flow v3
  • Implement task assignment and status rules
  • Connect SQLite storage through dependency injection
ruvnet/RuView99.1KUpdated Oct 21, 2026

developer-docs

FreeSummaryAI rating 100

Find official documentation for a library, framework, or API and apply it to the task at hand. Check the relevant version, distinguish documented facts from assumptions, and verify code changes with a focused test or concrete command.

  • Checking how an API or option works
  • Implementing behavior for a specific version
  • Applying official guidance to an existing project
odysseus-dev/odysseus94.2KUpdated Oct 21, 2026

terminal-recovery

FreeSummaryAI rating 100

Diagnose failed, timed-out, or incomplete terminal commands using command output and environment checks. The skill guides targeted retries, avoids duplicate long-running jobs, and verifies that the intended files, processes, or service state were produced.

  • Diagnose a command failure from its error output
  • Investigate missing dependencies or incorrect paths
  • Check a long-running command after a timeout
odysseus-dev/odysseus94.2KUpdated Oct 21, 2026

ui-workflow

FreeSummaryAI rating 90

Find reusable UI components in Storybook, create or update stories that show their states, run story tests, and publish a curated review so others can inspect the results of UI changes.

  • Find existing components to reuse in UI changes
  • Update stories alongside component changes
  • Run story tests
storybookjs/storybook91.3KUpdated Oct 21, 2026

component-docs

FreeSummaryAI rating 90

Look up a project's existing UI components in Storybook, including their props, or configuration inputs, and usage examples. Use the findings to answer questions and identify components to reuse before building duplicates.

  • Find existing UI components
  • Check component props and usage examples
  • Answer questions about component usage
storybookjs/storybook91.3KUpdated Oct 21, 2026

open-pr

FreeSummaryAI rating 80

Create a draft pull request from the current branch using the project’s template. The skill checks changes, detects the base branch, gathers label choices, and prepares a title, description, and testing details.

  • Creating a draft pull request from the current branch
  • Filling a pull request template with changes and testing details
  • Finding the base branch for stacked pull requests
storybookjs/storybook91.3KUpdated Oct 21, 2026

init

FreeSummaryAI rating 80

Add Storybook to a project that does not have it configured, choosing the installation tag based on the latest stable version. Then use the separate setup skill to configure Storybook for the project.

  • Adding Storybook to a project for the first time
  • Choosing an installation tag based on the stable release
  • Continuing from installation to project-specific setup
storybookjs/storybook91.3KUpdated Oct 21, 2026