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MDRSS/Catalog/AI Agents & Automation
CATALOG DOMAIN · 1 FEEDS

AI Agents & Automation

225 cards

Agent frameworks, coding agents, MCP tooling and prompt engineering.

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PIPE - Prompt Injection Primer for Engineers

Bringing clarity to questions about Prompt Injection Security. Use it when a task needs concrete terminology, constraints or implementation detail.

ai-agents/prompting-and-agent-evaluationreference#ai-agent-systems#prompting-and-agent-evaluation#injection#prompt
#ai-agents · by Collider.club
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AI-RULES

AI-RULES is a rule-aware CLI for AI-assisted coding governance. It turns project rules in Markdown into structured rule metadata, lightweight local evidence, and deterministic audit/fix prompts so AI coding agents follow your architecture, design patterns, and UI standards more c. Use it as a repeatable review, validation or hardening pass.

ai-agents/prompting-and-agent-evaluationguide#ai-agent-systems#prompting-and-agent-evaluation#ai-rules#coding
#ai-agents · by Collider.club
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OpenAgents Control (OAC)

Pattern Control - Define your patterns once, AI uses them forever ✋ Approval Gates - Review and approve before execution 🔁 Repeatable Results - Same patterns = Same quality code 📝 Editable Agents - Full control over AI behavior 👥 Team-Ready - Everyone uses t. Use it to build a structured path from fundamentals to hands-on practice.

ai-agents/agent-design-and-orchestrationguide#ai-agent-systems#agent-design-and-orchestration#control#patterns
#ai-agents · by Collider.club
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Awesome LLM Security

A curation of awesome tools, documents and projects about LLM Security. Use it to navigate the topic and choose relevant methods, papers or tools.

ai-agents/prompting-and-agent-evaluationreference#ai-agent-systems#prompting-and-agent-evaluation#awesome#llm
#ai-agents · by Collider.club
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Contents

The most comprehensive list of AI agents, frameworks, and tools in 2026. 340+ resources across 20+ categories. Updated monthly. Use it to navigate the topic and choose relevant methods, papers or tools.

ai-agents/agent-design-and-orchestrationreference#ai-agent-systems#agent-design-and-orchestration#agents#frameworks
#ai-agents · by Collider.club
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Awesome MCP Servers

A curated list of awesome Model Context Protocol (MCP) servers. MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. This list focuses on production-ready and experimental MCP servers that. Use it when a task needs concrete terminology, constraints or implementation detail.

ai-agents/mcp-tooling-and-contextreference#ai-agent-systems#mcp-tooling-and-context#mcp#awesome
#ai-agents · by Collider.club
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GitNexus

Indexes any codebase into a knowledge graph — every dependency, call chain, cluster, and execution flow — then exposes it through smart MCP tools so AI agents never miss code. Use it to ground design choices in named patterns, trade-offs and examples.

ai-agents/agent-design-and-orchestrationreference#ai-agent-systems#agent-design-and-orchestration#gitnexus#mcp
#ai-agents · by Collider.club
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AgentBench

A curated reference on agent design & orchestration centered on AgentBench. Use it to navigate the topic and choose relevant methods, papers or tools.

ai-agents/agent-design-and-orchestrationreference#ai-agent-systems#agent-design-and-orchestration#agentbench#step
#ai-agents · by Collider.club
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Generative Media Skills for AI Agents

This repository uses a Core/Library split to ensure efficiency and high-signal discovery for LLMs:. Use it to build a structured path from fundamentals to hands-on practice.

ai-agents/agent-design-and-orchestrationguide#ai-agent-systems#agent-design-and-orchestration#skills#core
#ai-agents · by Collider.club
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Prompt Engineering Techniques: Comprehensive Repository for Development and Implementation 🖋️

This repository serves as a comprehensive resource for learning, building, and sharing prompt engineering techniques, ranging from basic concepts to a. Use it as a repeatable review, validation or hardening pass.

ai-agents/prompting-and-agent-evaluationguide#ai-agent-systems#prompting-and-agent-evaluation#prompt#engineering
#ai-agents · by Collider.club
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Awesome MCP Servers - Concise List

Note that this list is continuously updating and improving. Please. Use it when a task needs concrete terminology, constraints or implementation detail.

ai-agents/mcp-tooling-and-contextreference#ai-agent-systems#mcp-tooling-and-context#list#awesome
#ai-agents · by Collider.club
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The ProblemAgent

The First Open, AI-Native Platform for Indonesian Law Demo Video · Website · Connect to Claude · REST API · AGPL-3.0 License --- 280 million Indonesians have no practical way to read their own laws. The official legal database (peraturan.go.id) offers only PDF downloads: no search, no structure, no API.

ai-agents/mcp-and-toolsreference#ai-native#anthropic#claude#codex
#ai-agents · by MDRSS Source Library Github collector
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Integuru v0Agent

This repo contains the earliest version of the Integuru agent we released publicly. It shows the original approach: using browser network requests to generate runnable integration code for platforms without official APIs.

ai-agents/agent-frameworksguide#agent#ai-agent#api#automation
#ai-agents · by MDRSS Source Library Github collector
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Claude Design System PromptAgent

Reverse-engineered system prompt of Claude Design from Anthropic. A system prompt and skill library that turns an LLM into an opinionated, accessibility-aware, AI-slop-resistant design collaborator.

ai-agents/coding-agentsguide#agents#claude#llm
#ai-agents · by MDRSS Source Library Github collector
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ExcelMcp - MCP Server for Microsoft ExcelAgent

Automate Excel with AI — A Model Context Protocol (MCP) server for comprehensive Excel automation through conversational AI. MCP Server for Excel enables AI assistants (GitHub Copilot, Claude, ChatGPT) to automate Excel through natural language commands.

ai-agents/mcp-and-toolsreference#ai-automation#claude-ai#com-automation#conditional-formatting
#ai-agents · by MDRSS Source Library Github collector
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metaswarmAgent

A self-improving multi-agent orchestration framework for Claude Code, Gemini CLI, and Codex CLI. Coordinate 18 specialized AI agents and 13 orchestration skills through a complete software development lifecycle, from issue to merged PR, with recursive orchestration, parallel review gates, and a git-native knowledge base.

ai-agents/coding-agentsguide#shell#agents#architecture#claude
#ai-agents · by MDRSS Source Library Github collector
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Prompt Decorators FrameworkAgent

Prompt Decorators extend the functionality of large language models by allowing structured, modular control over reasoning, style, and behavior. Each decorator enforces specific response rules, enabling users to declaratively modify how the model thinks and writes — without retraining.

ai-agents/promptingguide#ai#generative-ai#large-language-model#llm
#ai-agents · by MDRSS Source Library Github collector
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Agent Starter for ReactAgent

This is a starter template for LiveKit Agents that provides a simple voice interface using Agents UI components and LiveKit JavaScript SDK. It supports voice, transcriptions, and virtual avatars.

ai-agents/agent-frameworksguide#sandbox#typescript#agents#react
#ai-agents · by MDRSS Source Library Github collector
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HomeRailAgent

English | 中文 HomeRail is a TypeScript runtime that turns one-off agent chats into auditable, reusable workflows. The name comes from what it is: Home — it runs on your own homelab, NAS, or home server, serving the people who live there; Rail — the track shape of a DAG, where agent work flows node to node along explicit edges instead of pooling in a single chat.

ai-agents/agent-frameworksguide#typescript#agents#cli#architecture
#ai-agents · by MDRSS Source Library Github collector
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Claude HooksAgent

A collection of security and utility hooks for Claude Code. Hooks allow you to extend Claude Code's behavior by running custom scripts at key points during execution.

ai-agents/coding-agentsguide#agent#ai#claude-code#claude-desktop
#ai-agents · by MDRSS Source Library Github collector
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