AI Agent Configurations & Tools

A curated collection of AI agent configurations, system prompts, and automation workflows. I've been working on 30+ projects designed to enhance productivity and streamline AI-powered tasks.

Agent Repositories

Individual agent repositories and configurations from GitHub.

A Few Adks

Point in time collection of some agent development kits (ADKs) to explore

Agent Handover Demo

Model for simple handover management (via docs!) between AI agents

Agent Network Expander Template

Modelling how AI assistants can ideate the expansion of agent/assistant networks through a simple example-following pattern

Agent SDK Env Setup

Script to clone a few of the main ADKs (agent development kids) for testing/experimentation

Agent Task Repo Pattern With MCP

Repo pattern/template for defined task handling by an LLM on a remote using MCP-SSH

Agent UN

No description provided

Agentic Context Development Interview Demo

Demonstration modelling how a chained LLM agent workflow could be used to expedite the generation of personal contextual data for personalised LLM experiences and personal RAG development

Agents Index

Periodically updated index of AI agent configurations that I'm working on (or have created)

AI Agent Ideation Agent

Ideation agent that generates ideas for AI agents!

AI Agent Ideation Chatbot System Prompt

System prompt (03/25) for a conversational AI agent and assistant idea generator

AI Agent UN

Experimentary implementation of a model real life political body populated by representative AI agents

AI Agent Virtual Panel Configs

Sets of "panels" for testing Rally (AskRally.com) exploring various "frontier" applications for the concept of AI personas and simulated voting bodies and thinking groups

AI Agent Workspace Spec 310325

Description of my current AI "agent" workspace, challenges, plans

Awesome AI Agents And Assistants

An ecosystem map of the AI agent and assistant building landscape in Feb 2025

Bash Alias Manager Claude

Claude agent directory for managing bash aliases

Business Idea Refinement Agent

AI agent that helps users to explore business ideas and receive first-pass feedback

Claude Agent Picker Idea

No description provided

Claude Agent Picker Pattern

Pattern/idea for the "too many subagents" problem

Claude Code Linux Desktop Slash Commands

Slash commands for Linux desktop sysadmin with Claude Code (or any other agent)

Claude Code Writing Squad

Model repository structure for using a Claude Code agent crew for writing related tasks

Claude Local AI Agent Research

Research and notes for local sysadmin agent

Claude OS Sync Agent

Idea - using Claude Code in place of Ansible for cross-device updating/sync

Claude Sub Agent Network

Collection of subagents for Claude Code with configs spanning ideation, editing, version control

Code Gen Agents 0925

Code Generation Agent Network A comprehensive collection of specialized AI agents for code generation, development workflows, and project management. While originally designed for Claude Code, these agent specifications are framework-agnostic and can be adapted to work with any AI code generation platform or multi-agent system. Framework Agnostic Design This repository contains agent specifications that define: Clear role definitions and capabilities Tool requirements… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Code-Gen-Agents-0925.

Code Tutor Agent Model

Basic config/idea for an AI agent(s) to guide rather than "do"

Context Toolkit Plugin

A comprehensive toolkit implementing the CONTEXT.md workflow system for managing human-authored context and agent-ready briefings.

Decision Making Algorithm Agent

Agent template for generating decision-making algorithms/flow-charts

Diary Planner Plugin

A workflow planning and time management template with agent definitions and slash commands for managing daily, weekly, and monthly schedules.

End Of Day Worklog

Agent model for taking daily snapshots of work progress

Ezra

WIP - Computer use agent for routine use of Linux desktop environments (Ubuntu)

Ezra Dev

Lightweight coding agent that runs in your terminal

Gemini Cli

An open-source AI agent that brings the power of Gemini directly into your terminal.

General Purpose System Prompts

🤖 Just A Few ... "General" System Prompts Here is a quandary that those who work with LLMs via API through self-hosted chat interfaces (etc) are familiar with: Without any system prompt at all (at least one visible to the user), the default model behavior feels a little bit flat and lifeless. With a deterministic system prompt, a model effectively becomes an "assistant" (and with context and API actions, a full-fledged agent). I haven't found a word yet for the kind of light… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/General-Purpose-System-Prompts.

Hardware Probe Agent Template

AI agent template: uses SSH MCP to connect to remotes, probes hardware, generates a structured report. Use-cases: inventorising IT assets, upgrade planning

Llama OS Doctor Idea

Planning notes for an AI agent / experiment

LLM Detective

Agent that tries to probe other models' capabilities with conversation

Llmnote

A markdown note taking application optimise for saving and storing outputs from LLM & GPT interactions (prompts, outputs, agent configurations)

Local AI Agent Planning Notes

Planning notes for an MCP/agent idea (WIP)

Local Linux Repair Bot

Experimentary repo to try use an AI IDE as a local agent workspace for local OS debugging

Long AI Prompting Experiment

Experiment testing the "added value" of long context-dense prompts (versus casual converastional prompts) and the value of a voice "prompt optimisation" agent

Model Idea Refinement GPT Agent

A model/template for a custom GPT/LLM agent whose focus is on helping to ideate and improve a technology idea (example: "Output Hub")

N8N Expense Processing Workflow

Expense processing backend workflow with AI agent for doc analysis

N8N Test Agents

Simple n8n agent patterns for learning the ropes or validating MCP calling

N8N Workflow Sanitiser Agent

Configuration for an AI agent for sanitising (redacting personal details) in N8N workflow exports

Narcissistic Abuse Support Configs

Narcissistic Abuse AI Support Configurations A comprehensive network of AI agent configurations designed to provide support for individuals affected by relationships with personality disordered individuals, particularly those with Cluster B disorders and narcissistic personality disorder. Important Disclaimer These tools are not replacements for professional mental health support. They are intended as adjuncts to professional therapeutic care. Most configurations contain… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Narcissistic-Abuse-Support-Configs.

OSINT Missile Intelligence Agent

Snap reports about causes and quantitiative info about hostile missile launches

Output Hub

An admin application I'm developing for managing all aspects of working with LLMs professionally and at scale, with functions for prompt logging, prompt library, and custom LLM agent inventorising. Aspiration: add code to notes gradually as project matures!

OWUI Docker Compose Generation Agent

Agent for generating custom Docker Compose files for Open Web UI

Parenting Questions AI Agent Workflow

Workflow for an agent that answers parenting questions by email with upload to Google Drive

Personal AI Agent Development Template

A model template/skeleton for creating personalised LLM agents

Personal Context AI Agent Pattern Model

Description of a pattern I've used to build AI agents for in-depth exploration of specific issues

Personal RAG Agent Workflow

AI workflows for building personal RAG pipelines with interviewing agents

Prompt And Output System Prompt

System prompt for directing an AI agent to begin every output with a sumary of the user's prompt

Qwen Agent

Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.

Red Alert MQTT Desktop Notifier Public

MQTT notification agent for Linux desktop to receive Red Alert MQTT topic pushes from HA

Remote Jobs Research Agent

Company research agent targeted towards the needs of remote job seekers sourcing detailed information about company backgrounds as well as remote-specific information

Roo Code Docs

This is the documentation for Roo Code (prev. Roo Cline), an AI-powered autonomous coding agent that lives in your editor.

SATINT Agent

Configuration for an AI agent specialised in interpreting satellite imagery

Side Hustle Ideation Agent

Agent config for ideating a batch of side hustle ideas!

Sim

Sim Studio is an open-source agent workflow builder. Sim Studio's interface is a lightweight, intuitive way to quickly build and deploy LLMs that connect with your favorite tools.

Simple Model Instructional Agent Workflow

Simple model instructional agent workflow

Structured Output Schemas

Reuseable JSON schemas for structured Ai assistant/agent workflows

System Prompt Generation Agent Configs

A collection of system prompts for agents instructed to generate or edit system prompts for other AI agents (yes, you read that right!)

System Prompt Library 030825

System Prompts Dataset - August 2025 Point-in-time export from Daniel Rosehill's system prompt library as of August 3rd, 2025 Overview This repository contains a comprehensive collection of 944 system prompts designed for various AI applications, agent workflows, and conversational AI systems. While many of these prompts now serve as the foundation for more complex agent-based workflows, they continue to provide essential building blocks for AI system design and… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/System-Prompt-Library-030825.

System Prompt Tuning Agent N8N

N8N agent workflow for an agent that recommends fixes to system prompts based on structured user inputs provided by form

Test System Prompts

A collection of system prompts organised by capabilities for testing out various agent/assistant platforms

Ubuntu AI Boot Agent

WIP/Notes for AI post-boot health check

Vibe Code And Learn

A model multi-agent config for agentic code-gen with an educational "loop"

Voice Note Redaction Agent

Config for a text redaction agent for voicenote -> * workflows

Voice Prompt Enhancement Node

Configuration for an intermediate agent in voice automation workflows that bridge voice input to other actions

You Might Like Agent

CLI that generates batches of curated recommendations for movies, books, podcasts, etc

Additional Resources

All projects are licensed under CC BY 4.0

Last updated: July 2025