AI Projects Index

GitHub Master Index AI Projects Last Updated

Updated: 27/Mar/2026:

Related AI Project Indices

• Context Projects Index - Context management projects and tools

  danielrosehill/Context-Projects-Index View on GitHub

• Claude Code Repos Index - Claude Code specific repositories

  danielrosehill/Claude-Code-Repos-Index View on GitHub

• AI Agents - AI agent configurations and implementations

  danielrosehill/AI-Agents View on GitHub

• Gemini Vibe Coding Projects - List of vibe-coded starters created with Google AI Studio app builder

  danielrosehill/Gemini-Vibe-Coding-Projects View on GitHub

• N8N Workflows Index - N8N automation workflows

  danielrosehill/N8N-Workflows-Index View on GitHub

• MCP Projects - Model Context Protocol projects

  danielrosehill/MCP-Projects View on GitHub

• My Prompt Libraries - Prompt engineering libraries and collections

  danielrosehill/My-Prompt-Libraries View on GitHub

Project Types

• Demo

  danielrosehill/AI-Projects-Index View on GitHub

• POC

  danielrosehill/AI-Projects-Index View on GitHub

• System Prompt

  danielrosehill/AI-Projects-Index View on GitHub

Repositories

Demos

Demonstrations of AI concepts and applications.

Agent Handover Demo

Repository Demo

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

AI EQ Assistant

Repository Demo

Helper utility for finding good personal EQ settings

AI Fix My Messy Whiteboard

Repository Demo

Whiteboard cleanup pipeline and util (local implementation)

AI Personal EQ Creator

Repository Demo

AI Studio starter - upload voice sample, get EQ preset

AI Shopping Advisor

Repository Demo

Demo/example voice prompt to purchasing recs agent config

Gemini AI Podcast Generator

Repository Demo

Gemini app for creating personal podcasts from your AI prompts

AI Room Dimension Estimator

Repository Demo

Upload pics, get ballpark dimensions

AI Typer V2

Repository Demo

Voice dictation with multimodal AI cleanup — speak naturally, get polished text

AI Timesheet Creator

Repository Demo

Gemini: screenshot and voice narration based timesheet creator

Context Cruncher

Repository Demo

App for extracting context data from voice recordings

Custom License Creator

Repository Demo

AI tool to create a bespoke set of licensing terms for a project

Gemini 3.1 Lite Audio Understanding Eval

Repository Demo

One voice recording for testing with TTS/cloning

Gemini Audio EQ

Repository Demo

Gemini-based audio EQ tool

Gemini Body Language Analyst

Repository Demo

Test app "vibe coded" in Google AI Studio: analyse body language from photo plus context

Home Inventory Helper

Repository Demo

Gemini utility for extracting product data from visual product stickers

Penpal AI

Repository Demo

Gradio UI to explore conversational AI from a different perspective

Policy Visualiser

Repository Demo

Visualise how different countries and systems of government approach policy challenges with Gemini identifying clusters

Voice Analyzer

Repository Demo

Analyses voice data

Voice Blog Creator

Repository Demo

Create a blog (or other doc) from a voice recording

Voice Prompt Runner

Repository Demo

Demo UI which parses and then runs audio prompts

You Might Like Agent

Repository Demo

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

POCs

Proof of concepts for AI systems and workflows.

Agent Network Expander Template

Repository POC

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

Agent Task Repo Pattern With MCP

Repository POC

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

AI Agent UN

Repository POC

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

AI Agent Workspace Spec 310325

Repository POC

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

Audio Context Pipeline Model 0425

Repository POC

Planning repo for personalised AI context pipeline with revised tooling

Billing Docs Processors

Repository POC

Model for billing document processing workflows (AI agents)

Claude Code LAN Manager

Repository POC

Repo for using Claude Code to manage local servers/homelabs

Claude Code Security Auditor

Repository POC

Pattern/model for using CC for conducting device level security audits

Code Tutor Agent Model

Repository POC

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

Hardware Probe Agent Template

Repository POC

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

Local AI Agent Planning Notes

Repository POC

Planning notes for an MCP/agent idea (WIP)

Personal Context AI Agent Pattern Model

Repository POC

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

Vibe Code And Learn

Repository POC

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

Voice Spec Driven Development Demo

Repository POC

Demonstrating a voice to text spec driven development workflow

System Prompts

System prompts for configuring AI assistants and agents.

Abusive Message Parser AI Config

Repository System Prompt

Configuration text for an LLM assistant designed to assist users with documenting abusive messages

AI Agent Ideation Chatbot System Prompt

Repository System Prompt

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

AI Orchestration System Prompts

Repository System Prompt

System prompts for AI assistants designed to orchestrate access to other agents

Basic STT Cleanup Prompt 0925

Repository System Prompt

Updated version of my basic STT cleanup/remediation prompt

Business Idea Refinement Agent

Repository System Prompt

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

Careers Utilities System Prompts

Repository System Prompt

System prompts for AI assistants related to career and job matters

ChatGPT Custom Instructions

Repository System Prompt

Custom instructions for ChatGPT

Data Utilities System Prompts

Repository System Prompt

System prompts for data-related AI assistants

Decision Making Algorithm Agent

Repository System Prompt

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

Diarised Transcript Assistant

Repository System Prompt

System prompt for generating diarised transcripts (STT plus stylistic guidance)

Email Management System Prompts

Repository System Prompt

Writing and email management system prompts for assistants

Geopolitical Analysis System Prompts

Repository System Prompt

System prompts for geopolitical related AI assistants and tools

Home Inventory AI Assistants

Repository System Prompt

System prompts for home inventory and Homebox assistants to speed up repetitive tasks

Jewish AI Assistant System Prompts

Repository System Prompt

System prompts for AI tools which may be useful for Jewish users

Linux Related System Prompts

Repository System Prompt

System prompts for AI assistants for Linux

No BS AI System Prompt

Repository System Prompt

System prompt for a blunt AI assistant / LLM that gets to the point

Prompt And Output System Prompt

Repository System Prompt

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

Prompt Debugger System Prompts

Repository System Prompt

SPs for configuring "self-debugging" AI assistants and agents

Prompt Engineering Assistants System Prompts

Repository System Prompt

System prompts for AI assistants designed to assist with various aspects of prompt engineering

Pseudobot System Prompts

Repository System Prompt

For having a bit of fun with the absurdity of the AI world we now live in

Research System Prompts

Repository System Prompt

System prompts for research purposes

SATINT agent

Repository System Prompt

Configuration for an AI agent specialised in interpreting satellite imagery

Shakespearean Text Generators

Repository System Prompt

System prompts for rewriting text in Shakespearan English

Side Hustle Ideation Agent

Repository System Prompt

Agent config for ideating a batch of side hustle ideas!

Speech To Text System Prompt Library

Repository System Prompt

An updated skeleton library of system prompts for using LLMs to refine STT output

STT Basic Cleanup System Prompt

Repository System Prompt

Basic foundational system prompt for cleaning up AI voice transcripts

System Prompt Generation Configurations

Repository System Prompt

System prompts for using AI tools to generate and improve system prompts

System Prompts For Book Authors

Repository System Prompt

System prompts for configuring AI assistants to help book authors including proofreading assistants and book marketing ideation tools

Text To SSML Generator

Repository System Prompt

Generates SSML from text by inference

Toxic GPT

Repository System Prompt

Joke configuration for a downtrodden LLM assistant for those needing a break from enforced AI positivity

Voice Note Redaction Agent

Repository System Prompt

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

Writing System Prompts

Repository System Prompt

Some system prompts related to text modification and optimisation for some WIPs

Frameworks and Tools

Frameworks, tools, and utilities for AI development.

A Few ADKs

Repository Framework/Tool

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

Agent SDK Env Setup

Repository Framework/Tool

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

AI Dev Repo Template Oct 2025

Repository Framework/Tool

Updated AI assisted dev repo template (swap preferred CLI!)

AI Friendly Badge

Repository Framework/Tool

Website footer badge signalling AI "friendliness"

AI Human Attribution Adder

Repository Framework/Tool

Slash command for AI agents to note who did what!

AI Microtools

Repository Framework/Tool

AI microtools collection

AI Text Rewriting Toolbox

Repository Framework/Tool

LLM text reformatting and rewriting toolbox comprised of many system prompts

AI Transcription Notepad

Repository Framework/Tool

Voice note taking utility that uses cloud audio multimodal models for single pass transcription and text cleanup

ASR Training Data Chunker

Repository Framework/Tool

Breaks up texts by approximate reading duration

Batch ClaudeMD Repo Creator

Repository Framework/Tool

For batch CLAUDE.md creation in large repository collections

Better Safe

Repository Framework/Tool

CLI for taking on-demand Snapper snapshots (BTRFS)

Cline Rules

Repository Framework/Tool

Rules file for Cline

Continue Dev Blocks

Repository Framework/Tool

Configuration blocks for Continue.dev code-gen assistants

Email AI Outputs Workflow

Repository Framework/Tool

N8N workflow for sharing prompts and outputs with friends and family with a reformatting node for smoother MD to email-safe HTML

Gemini ASR Transcriber

Repository Framework/Tool

Transcription notepad for Gemini ASR

Gemini Audio Transcriber

Repository Framework/Tool

File upload based multimodal transcription tool using Gemini (via Open Router)

Gemini CLI Home Guidance

Repository Framework/Tool

Gemini.md ("rules") for the home folder / non repo constrained execution for Gemini CLI (model)

Gemini Desktop Recorder Notepad

Repository Framework/Tool

Voice recorder intended for easy voice note capture with AI (STT) postprocessing/cleanup

Gemini Footnote Extractor

Repository Framework/Tool

Extracts footnotes using Gemini

Gemini Note Enhancer

Repository Framework/Tool

Cleans up notes and diagrams using Gemini

Gemini Prompt Library ideator

Repository Framework/Tool

Using Gemini structured outputs to ideate a prompt library for Open Web UI

Gemini Transcription Notepad

Repository Framework/Tool

Cleans and edits transcription outputs using Gemini

Gemini Ent App

Repository Framework/Tool

Gemini enterprise application (v2)

Gemini SSML Formatter

Repository Framework/Tool

Agent/app using Gemini to format plain markdown into speech synthesis markup language (SSML) for TTS narration

Gemini Voice Notepad

Repository Framework/Tool

Voice note transcription and cleanup with reformatting support

Google Air Quality MCP

Repository Framework/Tool

WIP - MCP server for querying Google Map's environmental API to retrieve air quality data for a geolocation

Linux Desktop ClaudeMD Seeder

Repository Framework/Tool

Seeds Claude.md files at common places in Linux Desktop filesystems

N8N LLM Workflow Bulk Updater

Repository Framework/Tool

Backend script for applying bulk model updates to workflows (use-case: updating LLMs in nodes)

N8N Workflow Sanitiser Agent

Repository Framework/Tool

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

Open In Windsurf KDE

Repository Framework/Tool

Implementing an "Open In Windsurf" (AI IDE) context menu element for KDE Plasma

Private And Public Claude MD

Repository Framework/Tool

Slash command to seed private and public CLAUDE.md files

Prompt Library Privacy Screener

Repository Framework/Tool

Model for a PII screen (using Ollama) for open sourcing prompt libraries safely

quick repo creator

Repository Framework/Tool

A streamlined CLI tool for fast repository creation workflow with GitHub integration and IDE support

Smithery Batch Installer

Repository Framework/Tool

Speeds up installing Smithery MCP servers onto multiple clients

Structured System Prompt Generator

Repository Framework/Tool

Streamlit generator to aid with the creation of structured prompts

Text Transformation Prompt Combiner

Repository Framework/Tool

Basic implementation of a prompt concatenation utility for text transformation system prompts for converting transcribed text

To Clone Or Not To Clone

Repository Framework/Tool

Interactive CLI for cloning your Github repos

Vibe Coded Disclosure

Repository Framework/Tool

Quick utility for adding FYI type notices to repos that they were vibe coded

What Reqs Scanner

Repository Framework/Tool

Python utility that scans a repo base for requirements.txt to analyse most used packages and suggest base env

Whisper Converter Linux

Repository Framework/Tool

Minimalist AI-generated desktop utility for Linux using Whisper API to transcribe audio files

Windsurf Global Rules

Repository Framework/Tool

Some snippets for global rules configurations for Windsurf IDE

Windsurf Rules

Repository Framework/Tool

Updated Windsurf rules

Windsurf Rules 0925

Repository Framework/Tool

Refactored Windsurf Rules for the program's change to a modular config approach

Claude Code Projects

AI Developer Notebook

Repository

Notes for configuring a reference notebook with Claude Code

Claude Code Context Feature Requests

Repository

A couple of feature requests (including my own) discussing context handling in Claude code

Claude Code Linux Desktop Slash Commands

Repository

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

Claude Code MCP Command Generator

Repository

Provides CC MCP installation commands

Claude Code Repo Managers ClaudeMD

Repository

CLAUDE.md files for repo base levels for bulk mgmt

Claude Code Repos Index

Repository

Index of repositories related to Claude Code CLI

Claude Code Writing Squad

Repository

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

Claude OS Sync Agent

Repository

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

Claude Slash Commands

Repository

My Claude Code slash commands

Claude Sub Agent Network

Repository

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

Cool Claude Code Stuff

Repository

Claude Code repos and other resources

Home Folder Claude MD

Repository

CLAUDE.md for my home directory on an Ubuntu Linux desktop

Non Code Claude Code

Repository

Small collection of non-development related uses for Claude Code

Smithery Claude Code MCP Jumpstarter

Repository

Group of Smithery MCPs for Claude Code

MCP Projects

Google Air Quality MCP Postman Autogenerated

Repository

Jewish Interest MCP Projects

Repository

Some MCP (model context protocol) servers which might be of interest to Jewish users

Linux MCP Clients

Repository

A very small list of MCP clients that are available to Linux users, GUIs + CLIs

MCP Projects

Repository

Various MCP related projects I'm either working on (or have worked on)

MCP Server Ideas

Repository

Plans/WIP for MCP servers

MCP Server JSON Sync

Repository

Sync script for syncing VS Code MCP server JSON to Roo Code's store

Qwen Agent

Repository

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

awesome mcp clients

Repository

A collection of MCP clients.

Gemini Projects

Gemini AI Podcast Generator Web UI

Repository

Web UI for Gemini AI podcast generator (Firebase Studio project)

Gemini Ubuntu Maintenance Agent

Repository

Gemini Vibe Coding Projects

Repository

List of vibe-coded starters created with Google AI Studio app builder

Multimodal AI Use Case Ideator

Repository

Ideates use-cases for multimodal AI (Geminii)

STT To TTS

Repository

Gemini app which captures user speech, condenses (LLM), and then synthes

Structured Gemini Prompts

Repository

A couple of examples of using Gemini 2.5 with structured outputs in Google AI Studio in order to conduct document analysis.

Automation & Workflows

Israel Morning News Briefs N8N Perplexity Sonar

Repository

Using Perplexity API structured prompting and N8N to deliver a tailored news brief

N8N Expense Processing Workflow

Repository

Expense processing backend workflow with AI agent for doc analysis

N8N Test Agents

Repository

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

N8N Voice Note Context Pipeline Workflow

Repository

Workflow for extracting context data from voice notes and passing them into Pipecone vector database for upserting

N8N Workflows Index

Repository

Index of N8N workflows that I have shared on Github

Parenting Questions AI Agent Workflow

Repository

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

Save AI Outputs To Nuclino N8N

Repository

N8N workflow for saving AI outputs to Nuclino and posting a notification to Slack

Stack Research Agent N8N Config

Repository

Structured Output Schemas

Repository

Reuseable JSON schemas for structured Ai assistant/agent workflows

System Prompt Tuning Agent N8N

Repository

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

Voice Prompt Enhancement Node

Repository

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

Voicenotes Prompt To Email Workflow N8N

Repository

Context & Prompt Libraries

Audiopenai Edit Prompts

Repository

Text transformation prompts library for Audiopen.ai (my customs)

Career Data AI Context Repo

Repository

Context repository for AI tools providing career info to guide agents, assistants, etc

Long AI Prompting Experiment

Repository

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

Software Wish List AI Context

Repository

Context repository to connect to AI tools - things I look for in most software evaluations

Text Transformation Prompt Library

Repository

Updated repo of text transformation prompts (raw STT transcripts -> *). New repo for capturing via automations.

Voice To Prompt Pipeline

Repository

A conceptual voice to prompt pipeline that attempts to separate instructions from provided context for better results

Tools & Utilities

ACR 1252 GUI 1025

Repository

Updated "vibe-coded" GUI for reading/writing to the ACR1252 USB NFC reader/writer (Linux)

AI Assistant Ideator Streamlit

Repository

Streamlit implementation for an AI "self-ideation" utility

AI Assistant Ideator

Repository

Streamlit app for ideating AI assisants

Bash Alias Manager Claude

Repository

Claude agent directory for managing bash aliases

Bug Reports Public

Repository

Sanitised or non-sensitive bug reports that may have diagnostic utility for others

Career Pivot AI

Repository

Career pivot ideation app (AI Studio, vibe coded starter)

Great AI Convos

Repository

A few timestampped conversations with AI tools that left an impression, recorded for posterity

LLM Preferences Guide

Repository

(Experiment) Predefined set of instructions for local agents governing LLM usage and selection

Ollama Ideation UI

Repository

Desktop app for running batch "ideation" prompts with a local LLM

Shakespearean Text Generator Streamlit

Repository

Strealit app for generating Shakespearean text ... because why not

Tech Stack Structured

Repository

Structured version of tech stack, including AI tools

Tech Tool Prompting 0525

Repository

Some stack evaluation prompts as I try to finish my stack "updating" process

Voice Notepad Prototype Planning

Repository

Planning and outlining for an AI voice app for organisation

Whisper Notepad Simple

Repository

A Linux desktop utility for converting speech to text using the OpenAI Whisper API

Documentation & Indexes

AI Agents

Repository

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

AI Generated Projects Index

Repository

Index of development projects that were partially or fully developed using AI

AI Projects Index

Repository

Index of AI project related indices (master index)

Awesome AI Agents And Assistants

Repository

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

Awesome AI Coding Tools

Repository

September 1st 2025 Snapshot

Awesome List Repos Index

Repository

Index of listing repositories I have created

Awesome Whisper Apps

Repository

Useful speech to text tools that use Whisper under the hood (API/local)

Backup Projects Index

Repository

Indexing repo of backup related projects and scripts

Context Projects Index

Repository

Index of projects related to context-gathering and generation for AI, including via interview approaches

Deep Research Projects 0425

Repository

A collection of links to a few AI "deep research" projects and agents, April 2025

Hebrew LLMs

Repository

A pathfinder repo (index) to some Hebrew language LLMs on Hugging Face

Linux STT And Voice Assistants

Repository

Point in time snapshot/index of STT and voice assistants projects for Linux desktop

My Docs Index

Repository

An index to my various documentation projects, both on Github and elsewhere

Text Transformation Prompt Collection 2

Repository

An abbreviated collection of STT transformation prompts

Miscellaneous

AI Agent Ideation Agent

Repository

Ideation agent that generates ideas for AI agents!

AI Certifications

Repository

AI certifications reference

AI Developers Career Planning Notes

Repository

Notes/ideas for the evolving face of programming jobs!

AI Model Manager

Repository

Planning/WIP repo for AI model manager

AI Native Backend Notes

Repository

Questions and answers with Claude on building AI native backends

AI Repo Manager

Repository

AI app to enable smarter management of Github repositories

AI Research Gathering

Repository

AI research gathering

AI Research Orgs Research

Repository

Research on companies specialising in AI Research

AI Resume

Repository

Notes/test for creating a version of a resume/CV specifically intended for AI agents

AI Stack Oct 2025

Repository

Model AI stack and budget (Oct 2025) - for ref, FAQs, etc

AI Sysadmin

Repository

Desktop maintenance utility (WIP/planning notes)

AI Tech Doc Stack

Repository

Notes (Dec 2025) for an AI technical documentation stack

Ai Media Monitor

Repository

Downloads JSON from media

Ai Workspace Planning Notes

Repository

Spec/notes for an AI workspace planning

AI Output Storage Backend Data Models

Repository

Some simple data tables for populating a backend for storing prompt runs

Agents.md Templates

Repository

Template agents.md templates for use with OpenAI Codex

Ai Development Template

Repository

Assistant Self Ideation 280325

Repository

AI assistant "self-ideation" run

Back Up Your SaaS

Repository

Notes for fellow cautious trusters of "the cloud"

Github AI Searches

Repository

A series of search links for those wishing to drink from the firehose of open-source AI

LLM Council

Repository

LLM Council works together to answer your hardest questions

LLM Detective

Repository

Agent that tries to probe other models' capabilities with conversation

LLM Evals Workspace

Repository

LLM evaluation workspace

LLM Wars

Repository

(Experiment) LLMs argue "who's better" in a podcast

Llama OS Doctor Idea

Repository

Planning notes for an AI agent / experiment

Local Linux Repair Bot

Repository

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

Multimodal AI Taxonomy

Repository

Attempting to map out the various input/output permutations for multimodal AI

My Weird Prompts

Repository

Blog/podcast made out of colorful (and mundane) AI prompts - and answers!

Ollama 0326

Repository

Ollama project (March 2026)

OSINT Missile Intelligence Agent

Repository

Snap reports about causes and quantitiative info about hostile missile launches

One Prompt AI Book

Repository

Experiment - generating a book using a single prompt

OpenAI Image Renamer

Repository

Simple Python script for batch file renaming operations with OpenAI API

Perplexity API Tests 020425

Repository

Quick test prompts to compare respones against various Sonar API endpoints

Remote Jobs Research Agent

Repository

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

STT Fine Tune Project Outline

Repository

Planning doc for STT fine-tuning and eval project

STT Voice Note Evaluation

Repository

Text To Image Test Prompts

Repository

Informal prompts for testing out text-to-image

The Bot Has A Question

Repository

Weird AI experiment #342

The Jerusalem Odyssey Text

Repository

A 100 page book manuscript generated from a single prompt using Sonnet 3.7

Veo 31 Prompts

Repository

A few ridiculous prompts for trying out Veo 3.1

Voice Note Ragie Pipeline

Repository

Test pipeline: voice context data to Ragie

Voice Note Dataset

Repository

Frontend for open source vote note dataset for annotation/classifictaion project

Voice Notepad With Transformations

Repository

Linux voice notepad (latest version) with text transformations in addition to STT

Whisper Notepad For Linux

Repository

Notepad for Linux that uses OpenAI Whisper (API) and reformats dictated text

Weird AI Experiment Ideator

Repository

Using AI to ideate "what would happen if...?"

Wireframe Cleaner Nano Banana

Repository

Clean up handdrawn wireframes/sketches with Nano Banana (WIP)

Recently Added

New entries added to the index.

Evaluations & Benchmarks

Gemini 3.1 Lite Audio Understanding Eval

Repository

Voice recording for testing with TTS/cloning

LLM Evaluation Prompts

Repository

Prompts for running controlled experiments comparing and benchmarking different LLMs

LLM Experiment Notebook

Repository

Experiments in evaluating various prompting strategies and LLM performance

LLM Max Token Length 0225

Repository

A plot showing the evolution of the max output token length by major LLMs, Feb 2025

LLM Wars

Repository

(Experiment) LLMs argue "who's better" in a podcast

Local ASR STT Benchmark

Repository

Quick evaluation to find the best STT model in Speech Note (Ubuntu)

Long Form Audio Eval

Repository

Single shot STT benchmark for long form audio

Transcription Cleanup Eval 1225

Repository

Evaluating various cloud audio understanding models on the transcribe and cleanup workflow

Whisper Fine-Tune Accuracy Eval

Repository

Comparing Whisper fine-tunes versus stock Whisper on local inference

Whisper WPM Background Noise Eval

Repository

Quick eval: how much does speaking pace affect WER/accuracy in ASR?

Experiments

Better Web Design Inc

Repository

Agentic web design crew specialising in offbeat designs and client dissatisfaction!

Natural Language Relationship Definition

Repository

Experiment: trying to create a database schema using natural language

Two AIs Talk

Repository

Experiment: two AI agents, each one thinks the other is a liar

Weird AI Bots

Repository

Some configurations for offbeat AI roleplay characters just for fun

Multi-Agent & Panel Systems

AI Agent Virtual Panel Configs

Repository

Sets of "panels" for testing virtual AI persona voting bodies and thinking groups

Claude AI Conference

Repository

AI experiment: panel + TTS, mini conference/symposium

Panel Of Claude

Repository

Exploratory Claude model: multiple agents mimicking a panel debate

Peace In The Middle East

Repository

Multiagentic geopolitical simulation ideating problem-solving in the Middle East

Claude Change My View

Repository

CMV with AI (pattern/template)

Claude Decision Evaluation Framework

Repository

Claude Code model for decision evaluation

Geopol Forecaster POC

Repository

Experimental prediction analysis for real world events

POCs & Patterns

Agent Junction

Repository

Ephemeral agent-to-agent communication relay for agentic CLIs (localhost or intra-LAN). MCP.

Agentic Context Development Interview Demo

Repository

Demonstration of chained LLM agent workflow for generating personal contextual data

AI Interview Workflow V2

Repository

AI interview workflow, version 2

AI Resume

Repository

Notes/test for creating a resume/CV specifically intended for AI agents

All About MCP

Repository

Example repository for agentic AI generated long form report generation

Claude Agent Picker Pattern

Repository

Pattern/idea for the "too many subagents" problem

Claude Deep Research Model

Repository

Repo model for an iterative deep research model with voice pipeline

Claude Georeaction Researcher

Repository

Claude template for analysing global sentiment/reaction to a geopolitical issue

Claude Space Self-ideator

Repository

Claude Code ideating ideas for new applications for Claude Code workspaces

My LLM Context Repo Public

Repository

A context repo for experimenting with LLM models (public version)

System Prompt Factory

Repository

A system prompt generation UI combining model and user characteristics

No Wheel Inventions

Repository

Slash command for Claude to encourage avoiding reinventing the wheel

You Are Stuck

Repository

Plan/idea for agentic coding

Context & Knowledge Management

Context Data Generation Bot

Repository

Configuration for an AI assistant to generate personal contextual data

Context Waterfall Architecture Notes

Repository

A model for routing contextual data into vector storage for use with LLMs

Personal AI Agent Development Template

Repository

A model template/skeleton for creating personalised LLM agents

Personal Context Store Ideation

Repository

Prompts generating ideas for developing personal contextual knowledge storage vaults

Personalised AI Idea

Repository

Some updated thoughts and sketches for creating personalised AI systems

My LLM KM Idea

Repository

Documentation/thinking for a system for storing LLM derived information in a graph-backed knowledge base

MCP Projects (Additional)

How To MCP

Repository

Template for a guidance reference for AI agents configuring MCP connections

Local Secrets MCP

Repository

Notes/idea for a local MCP handler for secrets in conjunction with a cloud API

MCP Gateway Model 1225

Repository

Notes for an MCP gateway model for local and remote

MCP Network Manager

Repository

Docs/notes for deploying a LAN sysadmin solution using MCP

On MCP And Consolidation

Repository

Quick snapshot/notes on MCP consolidation approaches

Documentation & Notes (Additional)

Agentic AI Architecture Visualisation

Repository

Framework-agnostic data model and visualizations mapping the moving pieces of agentic AI systems

AI Native Backend Notes

Repository

Questions and answers with Claude on building AI native backends

AI Stack Oct 2025

Repository

Model AI stack and budget (Oct 2025)

AI Developers Career Planning Notes

Repository

Notes/ideas for the evolving face of programming jobs

Ai Workspace Planning Notes

Repository

Spec/notes for an AI workspace (incl consolidating previous notes)

AMD Radeon 7700 Notes

Repository

Some notes about my GPU and compatibility

ASR And STT AI Notebook

Repository

Prompts and outputs (and some notes) on STT + ASR + fine-tuning

Claude Agent Workspace Model

Repository

Outline for using various repositories as discrete workspaces for Claude Code

Network In A Box Planning

Repository

Claude generated tips for home network migration

New Turn Claude Hook

Repository

WIP/Planning for a Claude or other agent CLI hook

Shared AI Chats Research

Repository

AI assisted search query (and notes)

Voice Control Linux

Repository

Claude-enhanced research for voice control platforms with Linux support

Prompt Engineering

Circular Prompting

Repository

Notes/docs for a prompting method for AI agents

Resource Lists (Additional)

Audio Multimodal AI Resources

Repository

A compilation of resources for multimodal AI models with audio understanding

Awesome Linux IDEs

Repository

IDEs and development tools that work on one or multiple Linux distros

Awesome Obsidian AI Tools

Repository

Obsidian plugins focused on leveraging AI & LLMs inside of (and beyond) vaults

Awesome Red Alerts

Repository

A curated list of red alert civilian notification projects for Israel

Awesome Torah Tech

Repository

Projects bringing technical sophistication to Jewish religious texts and interpretation

Hebrew TTS Providers

Repository

Point in time snapshot of TTS providers with Modern Hebrew support

Linux Friendly Voice Tech

Repository

Voice technology tools and resources that work on Linux

Whisper Fine-Tuning Resources

Repository

Some resources for those looking to fine-tune Whisper ASR

Ideas & Concepts

A Better Jobs Platform Notes

Repository

Notes/thoughts on what could be a really fertile AI use-case

Just Some AI App Ideas

Repository

Gathering repository for various ideas involving AI

Pay For Ideas

Repository

Notes for a more equitable system for feature requests