69 boosters for "actor" — open source, verified from GitHub, ready to install
Cognitive architecture for AI-augmented software development. Specialized agents, structured workflows, and multi-platform deployment. Claude Code · Codex · Copilot · Cursor · Factory · Warp · Windsurf.
You are guiding the developer through strict Test-Driven Development. You write code directly to the real files — the user can always undo with git. Pause only when the user's input is needed, not at every step. 1. Determine the input type: 2. Detect the language and test framework from the project.
Leta is a semantic code navigation booster that replaces manual file searching and ripgrep with fast LSP-powered commands for exploring code structure, finding symbols, and understanding dependencies. It benefits developers working with unfamiliar codebases, refactoring projects, and fixing type errors by dramatically speeding up code comprehension tasks.
XP is an Extreme Programming workflow orchestrator that automates feature implementation through coordinated planning, test-driven development, refactoring, and commits. Developers using XP-compatible languages benefit from structured, systematic code delivery.
"name": "prism-mcp-server", "mcpName": "io.github.dcostenco/prism-mcp", "description": "The Mind Palace for AI Agents — persistent memory (SQLite/Supabase), behavioral learning & IDE rules sync, multimodal VLM image captioning, pluggable LLM providers (OpenAI/Anthropic/Gemini/Ollama), OpenTelemetry
Use this skill whenever you are about to rename, restructure, extract, or otherwise refactor code in a project indexed by trace-mcp. The goal is to never break cross-file references and never guess at what is affected. This returns the risk level of the target change based on churn, complexity, fan-
Turkey-build is a multi-agent orchestration system for building production-ready applications across 7 modes (greenfield, iteration, bugfix, refactor, UI polish, migration, audit), with PM-driven coordination and runtime verification for teams that need structured, quality-gated development workflows.
An MCP server providing sublinear-time mathematical algorithms for matrix solving and graph analysis, with speculative features around chaos theory and consciousness exploration.
An MCP server that extracts and analyzes components from Storybook design systems, enabling AI assistants to understand and work with design system documentation. Useful for designers, developers, and AI teams building design-aware applications.
A conceptual Copilot prompt framework proposing an accounting-based alternative to traditional banking for U.S. Treasury deployment, leveraging game theory and geometric algebra principles.
"name": "project-boundary", "description": "Blocks destructive commands outside the project directory. Allows file operations within the project (refactoring, cleanup) but prevents accidental damage outside it.", "name": "Justyna Wojtczak",
A comprehensive guide to Lit web components best practices covering component structure, rendering, styling, events, lifecycle, accessibility, and performance optimization. Ideal for developers building or reviewing Lit-based custom elements and web components.
A skill that automatically assembles a fragmovie-style video from an arbitrary phrase. 1. Takes English text (one or more phrases as separate args) 2. Splits each phrase by sentence terminators (.!?), processes sentences independently
This booster teaches AI assistants how to build vvvv gamma editor extensions, covering file naming conventions, command registration, window types, and API access patterns. It's essential for developers creating custom editor plugins and automation tools in the vvvv visual programming environment.
"description": "Plan-to-code pipeline: automated planning with 5-actor verification, then TDD execution with parallel agents. Formerly beast-plan.", "name": "Dmitrii Malakhov" "skills": "./skills/"
"name": "rubycritic-skill", "description": "Claude Code Skill for Ruby code quality analysis with RubyCritic. Model-invoked - Claude autonomously analyzes code quality, identifies smells, and provides refactoring insights.", "name": "Evan Sparkman"
A comprehensive developer tools hub that guides developers through debugging, code review, refactoring, git operations, and quality checks using Socratic questioning and specialized agents. Ideal for developers seeking structured, educational support across the entire development workflow.
"name": "takahirom-claude-code-marketplace", "name": "claude-code-quality-gate", "source": "./plugins/claude-code-quality-gate",
Dreamfactory MCP Server enables Claude to access governed APIs across any enterprise data source through DreamFactory's self-hosted platform, benefiting enterprise developers and LLM integrators needing secure, standardized data access.
The architect agent automates system design for new projects and major refactoring efforts, helping teams create scalable architectures with documented trade-offs. Ideal for engineering teams starting greenfield projects or evaluating architectural changes.
Heuristic scoring (no AI key configured).
"name": "Eric Olson" "description": "Skills for software development best practices including TDD, refactoring, architecture patterns, and AI development workflows", "source": "./plugins/crafter",
"name": "ai-quick-starter", "description": "Bilingual Claude Code skill collection for repository engineering, research, refactoring, documentation, and capture workflows.", "email": "astro_air@126.com",
A refactoring task booster that helps developers improve code quality by optimizing structure, naming, performance, and maintainability with before/after comparisons. Ideal for developers seeking to enhance existing codebases and establish better coding practices.
