Official · ClaudeFreeSummaryAI rating 90 Build specialized agents for Claude Code plugins that handle tasks involving multiple steps. Define when each agent should run, its responsibilities, available tools, and expected output, then validate its configuration and test its behavior.
- Creating a dedicated code review agent
- Writing agent activation conditions and examples
- Limiting an agent to the tools it needs
anthropics/claude-code☆ 152.7KUpdated Oct 21, 2026
Official · ClaudeFreeSummaryAI rating 80 Create or improve skills for Claude Code plugins by defining clear activation conditions, writing focused instructions, and organizing supporting files. The guidance covers reusable scripts, reference documents, examples, and testing whether a skill activates for the intended requests.
- Creating a new skill inside a plugin
- Clarifying when an existing skill should activate
- Splitting long instructions into reference files
anthropics/claude-code☆ 152.7KUpdated Oct 21, 2026
Match a development request to an available gstack skill for planning, review, testing, shipping, documentation, or other tasks. It distinguishes testing from browser interaction and routes the request to the appropriate workflow.
- Choose a skill for a development task
- Route testing or bug-finding requests
- Select a workflow for review or shipping
garrytan/gstack☆ 137.1KUpdated Oct 20, 2026
Test websites and web apps in a real cloud browser, including local development servers. Check a specific user journey or several flows, then receive a quality score from 1 to 5 with evidence and identified issues.
- Checking whether checkout works
- Testing a local development app
- Evaluating a landing page
browser-use/browser-use☆ 118.7KUpdated Oct 20, 2026
Develop and fix code by first writing a failing test, then making it pass and improving the implementation. The skill follows the project's testing tools and checks both the intended behavior and existing functionality.
- Implement new logic with tests written first
- Reproduce a reported bug before fixing it
- Check existing behavior when changing code
addyosmani/agent-skills☆ 109KUpdated Oct 14, 2026
Choose the right engineering skills for a task and decide their order, from clarifying requirements to deployment. This guide also defines shared practices for stating assumptions, resolving uncertainty, keeping scope focused, and verifying completed work.
- Choosing a skill at the start of a development session
- Organizing the workflow for a new feature
- Selecting steps for debugging and code review
addyosmani/agent-skills☆ 109KUpdated Oct 14, 2026
Start and repair isolated Paperclip development workspaces through managed services. Restore a full database clone when needed, then verify login, populated data, health, service visibility, and whether the process using the port belongs to the intended workspace.
- Starting or restarting a managed development workspace
- Repairing setup, login, or missing cloned data
- Resolving port conflicts between workspaces
paperclipai/paperclip☆ 105.3KUpdated Oct 20, 2026
Automatically gathers the past 24 hours of activity from connected services into one morning dashboard, bringing together meetings, pending replies, tasks, and development updates in visual modules suited to each type of information.
- Reviewing activity across tools each morning
- Checking meetings and pending responses together
- Scanning development updates and alerts
nexu-io/open-design☆ 102.9KUpdated Oct 21, 2026
Create a phased implementation plan for a feature or complex development task. It investigates documentation and existing examples, identifies supported APIs, and records concrete tasks, references, and verification checks for each phase.
- Planning a feature before implementation
- Checking documented APIs before choosing an approach
- Splitting development work across separate chat sessions
thedotmack/claude-mem☆ 102KUpdated Oct 21, 2026
Prepare to work on an unfamiliar project by reading every source file in full. Large files are read in chunks, building a shared understanding of the codebase before development begins.
- Getting familiar with a new project
- Reading all source files before development
- Building shared context for ongoing work
thedotmack/claude-mem☆ 102KUpdated Oct 21, 2026
Investigate a GitHub project through repository data and web sources, then produce a Markdown report covering its development history, technical structure, activity metrics, and alternatives, with citations and diagrams where useful.
- Investigating an open source project's technical structure
- Reconstructing development milestones from commits and releases
- Comparing a project with competing alternatives
bytedance/deer-flow☆ 84.2KUpdated Oct 21, 2026
Set up and refine web projects with Vite, a tool for running development servers and building production files. It covers framework integration, environment settings, live code updates, testing configuration, and splitting code to improve loading.
- Setting up React, Vue, or Svelte projects
- Configuring environment variables and API proxies
- Splitting production code into smaller files
debpalash/VoiceStudio☆ 79.2KUpdated Oct 20, 2026
Coordinate named agent teams on Grok Build using Ruflo MCP tools or a command-line message bus. Organize design, coding, testing, and review into ordered steps, with team-specific messages, status tracking, and shutdown.
- Coordinating design, coding, testing, and review
- Handing work between named agents on Grok Build
- Tracking messages and progress across multiple teams
ruvnet/ruflo☆ 77.9KUpdated Oct 20, 2026
Organize new features, complex implementations, and architecture changes into the SPARC stages: specification, pseudocode, architecture, refinement, and completion. Define requirements and acceptance criteria, consult existing patterns, and record lessons for future work.
- Defining requirements for a new feature
- Organizing a complex implementation
- Planning an architecture change
ruvnet/ruflo☆ 77.9KUpdated Oct 20, 2026
Coordinate multiple AI agents for feature development or refactoring across several files. The skill guides team setup, task assignment, status checks, and recording successful approaches for use in later work.
- Coordinating changes across three or more files
- Assigning feature development tasks to multiple agents
- Checking progress during a shared refactoring task
ruvnet/ruflo☆ 77.9KUpdated Oct 20, 2026
Organize complex work across specialized agents with claude-flow. Start and stop agents, check their status and metrics, and manage groups by role, using shared memory to coordinate tasks such as development, reviews, and security checks.
- Assign bug fixes across research, coding, and testing agents
- Coordinate agents for feature development and review
- Organize specialists for security checks
ruvnet/ruflo☆ 77.9KUpdated Oct 20, 2026
Initialize a group of collaborating AI agents by choosing how they connect, allocating resources, and setting up communication. Establish shared-memory rules so agents record progress, share outputs, check dependencies, and signal completion.
- Setting up an agent group for REST API development
- Configuring eight agents in a hierarchy for feature development
- Preparing a mesh of agents for distributed code analysis
ruvnet/ruflo☆ 77.9KUpdated Oct 20, 2026
Compare models available through the HuggingFace router with chat-ui configuration, research missing models, and write short English descriptions of their architecture and capabilities. Add entries to both production and development configuration files and commit the changes.
- Adding newly available router models to chat-ui
- Writing concise descriptions of model capabilities
- Updating production and development model entries together
ruvnet/ruflo☆ 77.9KUpdated Oct 20, 2026
Coordinate specialized AI agents under a lead coordinator for research, development, and review. Configure voting rules, share persistent knowledge, assign tasks, monitor progress, and pause or resume sessions through Claude Flow.
- Divide application development among specialized agents
- Research and compare GraphQL and REST
- Coordinate reviewers for a pull request
ruvnet/ruflo☆ 77.9KUpdated Oct 20, 2026
Coordinate groups of AI agents in the cloud with Flow Nexus. Assign research or development tasks, automate workflows triggered by events or schedules, and monitor execution, queues, and agent capacity through the platform's tools.
- Split research and analysis across multiple agents
- Coordinate development across repositories
- Automate testing, builds, and deployment
ruvnet/ruflo☆ 77.9KUpdated Oct 20, 2026
Create mathematical animations in ManimGL using Python, with guidance for equations, graphs, 3D scenes, and camera movement. Includes interactive development workflows, examples, and templates for testing changes and rendering scenes to video.
- Animate equations and mathematical derivations
- Visualize functions and graphs
- Build 3D scenes with camera movement
calesthio/OpenMontage☆ 70.4KUpdated Oct 17, 2026
Review and manage issues, projects, and planning data in Linear. Use it to examine development cycles, find carried-over tickets and release blockers, and update issue status, assignees, priorities, or milestones with the required access.
- Reviewing sprints and development cycles
- Finding tickets carried over into the next cycle
- Identifying issues blocking a release
asgeirtj/system_prompts_leaks☆ 70KUpdated Oct 20, 2026
Create a Codex plugin scaffold with a valid manifest, optional folders for skills and supporting files, and personal marketplace entries. Also guides validation and the cache refresh and reinstall steps used during local plugin development.
- Create the initial structure for a personal Codex plugin
- Add folders for skills, hooks, scripts, and assets
- Register and update a plugin in a personal marketplace
openinterpreter/openinterpreter☆ 68.6KUpdated Oct 11, 2026
Official · RemotionFreeSummary Launch the @remotion/player example app locally and open it in the Codex in-app browser. The workflow prepares dependencies, builds the project, starts the development server, and reports its URL and whether it was newly started or already running.
- Launch the player example locally
- Open the example in the Codex in-app browser
- Check the development server URL and running status
remotion-dev/remotion☆ 65.7KUpdated Oct 20, 2026