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A package registry specification for AI development artifacts - agents, MCP servers, prompts, powers and skills.

A cross-platform AI agent skill that turns "rewrite this in Rust" or "migrate to microservices" into a disciplined, document-driven workflow — analyze, decompose, track, execute. One SKILL.md, no fram

You install it. Claude drives the CLI tool. At first it might seem like too much. Eventually, nothing less will make sense.

An Agentic Skill System for Antigravity, transforming Spec-Driven Development into autonomous AI capabilities for the entire SDLC.

Repository-native persistent memory hub for Spec Kit, powered by an SQLite caching optimizer & native Model Context Protocol (MCP) server.

A multi-agent event planning workflow built with Microsoft Agent Framework - combining Semantic Kernel's enterprise orchestration with AutoGen's multi-agent patterns.

Spec2Case 是生产级 AI 测试用例生成智能体，支持图片/文本需求理解、人工确认、LangGraph 流程编排和 Excel 用例导出。

Specification-Driven Development framework that enables humans and AI agents to build better software by giving them small, local instructions right where the code lives. It increases productivity, re

Agentic harness for large-scale AI code generation - by Grid Dynamics

Your AI development team — 27+ agents and 21 skills that build, review, debug, and ship production code. Works with Claude Code, Cursor, VS Code, Windsurf, Codex, and OpenCode. 7 framework packs: Vue,

The Open eXecution Protocol Specification

Agentic Spec-Driven Development — 13 agents, 57 MCP tools, 10-phase enforced pipeline. From meeting transcript to PR in one command. Install via npm: npm install -g specky-sdd

AI Constraint Engine — enforces CLAUDE.md, .cursorrules, AGENTS.md rules as laws. 51 MCP tools, 991 tests. Official MCP Registry. npx speclock protect

Spec-Driven Development Framework for Human-AI Design & Development using V-Model

A Model Context Protocol (MCP) server that exposes Specmatic's contract testing capabilities to AI coding agents like Claude Code. This server enables comprehensive API contract validation and mock se

SpecMem: 🧠 Unified Agent Experience and Cognitive Memory for Every Coding Agent

Chain-of-agents system to develop software.

Applied Epistemic Engineering toolkit for governed AI-assisted development: requirements, tests, CI, agents, ESDB, compliance, docs, and integrations.

See an app. Ship an app. — Turn a screen recording into a production-ready spec.md for Claude Code.

Self-Learning AI for Manual Web Penetration Testing

Spectrum: a deterministic semantic encoding enabling constant-time retrieval primitives

SpeechAgents: Human-Communication Simulation with Multi-Modal Multi-Agent Systems

Listen to docs, articles, PDFs, email — anything you read with text to speech

This n8n workflow shows an easy way to automate the creation of social media assets using AI and a service like BannerBear.

Integrate Spellar AI copilot directly into Notion for better writing

Multi-platform AI assistant skills and workflows. Serious engineering. Also fun.

A light-weight and straightforward system for spec-driven development with Claude Code

Spettro is a terminal coding assistant built in Go. It automates planning, coding, and testing with multi-agent workflows, model selection, and an intuitive UI. Connects to local and remote AI provide

Every PR is a learning moment. sphinx-ci generates a quiz from your actual diff — so you ship code you truly understand.

percept everything and make the 'best' decision for you. Your second 'brain' 感知万物，做最适合你的决策，你的“第二大脑”

Low latency streaming web data collector

.NET (C#) Web App Framework Built For AI Coding Agents

SpikeAgent is a multimodal LLM-based AI agent that automates and standardizes the spike sorting pipeline

Spine — governed, provenance-grounded autonomous software delivery (installs as agent-orchestrator).

Create unique, human-quality content quickly for SEO specialists

SUBSUMPTION PATTERN LEARNING (SPL) MULTI-AGENT FRAMEWORK: Hierarchical foundation model agent architecture that reduces costs by 10-50x through intelligent suppression of expensive foundation model ca

Design and collaborate in 3D, add interactivity, and export

This workflows helps with processing binary data.

Split Test Different Agent Prompts with Supabase and OpenAI

🛠️ Automate penetration testing with SploitGPT, an AI agent using Kali Linux tools for efficient security assessments and minimal user input.

Monitor and analyze your Notion logs from Splunk

Maintain your incident and ticket history between ServiceNow and VIctorOps

AI-powered assistance for more efficient sourcing and procurement processes

AI-powered assistance for more efficient sourcing and procurement processes

Deterministic safety solutions for probabilistic AI agents

Spoox CLI - Terminal Agent - SPlit lOOp eXand agent

How It Works:

Give your agents a secure, containerized SQL sandbox with MCP or API access enabled with DuckDB. No infra required, quick spin-up cycle. Push any CSV — query, analyze, and move on.

Short an simple:

Spotify to YouTube Playlist Synchronization

This updated workflow will automatically archive your Spotify Discover Weekly tracks to another manually created playlist, without the nuisance of duplicate tracks. It utilizes the latest verisons of

Extract public Spotify data — tracks, albums, artists, playlists, podcasts & lyrics — without the official API. Sync + async, typed models, one dependency.

CLI for exploring AWS EC2 Spot inventory. Inspect AWS Spot instance types, saving, price, and interruption frequency.

Multi-agent orchestration framework on top of Spring AI

From Java Dev to AI Engineer: Spring AI Fast Track

Agentic AI Framework for Java Developers

Cloud-Side Beverage Shop Smart Order Assistant - A distributed multi-agent system built using Spring AI Alibaba Agentic API

Capability-layer enterprise agent platform for SEA financial services (Indonesia OJK / Singapore MAS). Spring Boot + Spring AI 1.1+. Multi-framework dispatch (Spring AI / LangChain4j / Python sidecars

An agent framework using Spring AI

Spring AI multilingual customer-service Agent platform for cross-border ecommerce, with RAG, order tools, escalation, and Vue admin UI.