Project Feed
What I've been building across GitHub, Hugging Face, and beyond.
Iran-Israel War OSINT Analysis
Open source intelligence analysis tracking the ongoing Iran-Israel conflict.
promisedenied.com →Jerusalem Shelters Map
Public good project mapping bomb shelters across Jerusalem.
jlmshelters.com →Usb Input Fixes
Collection of patches and fixes - may be outdated, gathered for reference
Kde Plasma Fixes
Collection of patches and fixes - may be outdated, gathered for reference
Linux System Fixes
Collection of patches and fixes - may be outdated, gathered for reference
Handy Wayland Autostart Fix
Documenting and fixing Handy speech-to-text app failing on KDE Plasma Wayland due to autostart race condition
Red Alert OSINT Notifier
Unified notification and OSINT intelligence module for Israel Red Alert monitoring — Telegram channel monitors, Oref volumetric alerts, Groq-powered intel reports, Pushover delivery
OR Audio Transcription MCP
Local MCP for using Open Router audio models for transcription with text formatting
Networking Projects Index
Index of repositories for networking, infrastructure, homelab, and server management
Architectural Plans Index
Index of repositories containing architectural plans, blueprints, project specifications, and design documents
One Plus Nord 3 Root Guide
Guide to rooting OnePlus Nord 3 5G (CPH2493) on OxygenOS 16 with Magisk — Dimensity 9000 (MT6983)
WIP Index
Work in progress index / parking lot for development when time presents itself!
Audio Understanding Test Set
Audio Understanding Test Set A structured dataset for evaluating audio understanding capabilities of multimodal AI models. Contains 137 test prompts across 22 categories, paired with a 20-minute voice sample and 49 completed model outputs from Gemini 3.1 Flash Lite. Overview Property Value Total prompts 137 Implemented (with prompt text) 49 Suggested (description only) 88 Completed outputs 49 Categories 22 Model under test… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Audio-Understanding-Test-Set.
Ideas Index
Index for placeholder repos at WIP/idea-capture stage and pending time to take further!
Claude Code Sysadmin Workspaces Index
Index of Claude Code workspace templates for systems administration — servers, Proxmox, Docker, NAS, LAN management, and more
Claude Code Workspace Templates Index
Index of Claude Code workspace templates for domain-specific projects — budgeting, health, research, writing, career planning, and more
Claude Research Workspace General Template
Template for iterative AI research using Claude Code — folder-based context/prompt/output workflow with compaction loop
AI Typer V2
Voice dictation with multimodal AI cleanup — speak naturally, get polished text
Networking And Infrastructure Index
Index of repositories for networking, infrastructure, homelab, and server management
Text Transformation And Cleanup Index
Index of repositories for text transformation, transcription cleanup, and text processing tools
Geopolitical And OSINT Index
Index of repositories related to OSINT, geopolitical analysis, and situational awareness
Github Management Tools Index
Index of repositories for GitHub and repository management tools, automation, and utilities
Linux Desktop Tools Index
Index of repositories for Linux desktop tools, KDE widgets, system utilities, and desktop applications
Sustainability And Impact Data Index
Index of repositories related to sustainability, GHG emissions, ESG, and environmental impact data
HFC Guidance Flip Book
Pikud HaOref guidance in a visual presentation for younger audiences
Israel Preparedness Index
Index of repositories related to civilian emergency preparedness in Israel
Patches Repos Index
Index of repositories containing patches, fixes, workarounds, and system administration solutions
AMD GPU DP Hotplug Fix
Workaround for AMDGPU DisplayPort monitors not detected at boot (Navi 32, kernel 6.14+)
Geopol Forecaster POC
Experimentary prediction analysis for real world events (Iran Israel)
Claudemd Turnstile
Quick model/template for creating separate CLAUDE.md files for developers and users
Red Alert Telegram Bot
On-demand situational intelligence Telegram bot for Pikud HaOref alerts
Red Alert Actuator
Physical alert outputs (Snapcast TTS + MQTT lights) for Pikud HaOref alerts
Red Alert Monitoring Stack
Microservices Docker stack for Pikud HaOref red alert monitoring, home automation, and real-time visualization
Oref Alert Proxy
Local relay proxy for Israel Homefront Command (Pikud HaOref) alert data
Awesome Red Alerts
A curated list of red alert (צבע אדום) civilian notification projects for Israel
Split Claude MD Pattern
Demo/pattern for creating a home CLAUDE.md optimised for context handling
Pikud Haoref Guidelines 0326
Extracted guidelines for use as a ground truth for AI agents
Israel Civilian Readiness Guide
A consolidated series of readiness checklists, SOPs, and peacetime prep guides. Intended for civilian use in Israel. Non-official, but based on gov resources.
Home Assistant Red Alert Automations
Home Assistant automations for Oref Alert integration with TTS announcements for red alert events in Israel
Claude Shopping Eval Demo
Demo: using Claude Code as a consumer purchasing assistant — spec, catalog screenshots, and AI-generated recommendations
Israel First Aid
First aid procedures and decision-making flowchart based on MDA/Hatzalah procedures
Claude Keyboard Scanner
Claude template/pattern for mapping out keyboards for shortcut and macro creation
Red Alert Geodash
Real-time dashboard for Israel's Pikud HaOref rocket/situation alerts with multi-map Leaflet views and polygon overlays
Claude OS Playbook
Template: use Claude Code as an Ansible stand-in for repetitive environment setup and supervision
Claudify This
Slash command for asking Claude to proactively spawn Claude "helper" elements in a repo
Parakeet Type Ubuntu
On-device voice typing for Linux using Parakeet and NeMo ASR models via sherpa-onnx. Built-in punctuation, multiple model profiles, system tray app with configurable hotkeys. No cloud, no GPU required.
Parakeet Dictation
On-device voice typing for Linux using Parakeet and NeMo ASR models via sherpa-onnx. Built-in punctuation, multiple model profiles, system tray app with configurable hotkeys. No cloud, no GPU required.
Touchpad Mouse Toggle
Auto-disable laptop touchpad when external mouse is connected (KDE Wayland)
Agentic AI Architecture Visualisation
Framework-agnostic data model and visualizations mapping the moving pieces of agentic AI systems
Claude Konsole Launcher
Launch utility (WIP) for using Claude Code + Konsole in KDE Plasma
Claude Repo Creator
A Claude Code workspace/wrapper for creating repositories optimised for Claude Code
Claude Agent Workspace Generator
Claude utility for creating workspace templates for agentic AI tools
Claude Repo Retrofitter
Slash command/skill template for scaffolding Claude Code foundational files in old repos
Iran Israel War 2026
Iran-Israel War — OSINT Dataset Open-source intelligence dataset tracking Iranian missile and drone attack waves against Israel and US/coalition targets across four operations in the "True Promise" series (2024–2026). Dataset Description 53 attack waves across four Iranian military operations, each with 89 structured fields covering timing, weapons systems, targets, interception performance, casualties, and escalation indicators. Also includes international reactions data… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Iran-Israel-War-2026.
SITREP Examples
Examples of situational reports (SITREPs) to guide agentic generation or general authorship
Claude Georeaction Researcher
Claude template for analysing global sentiment/reaction to a geopolitical issue
Iran Israel War 2026 OSINT Data
Structuring the data footprint of the Iranian aerial warfare attacks on Israel, the US, and others from 2024-present.
Miklat MCP
MCP to enable AI agents to guide users towards miklatim tziburim (public shelters) in Israel
Jlm Shelters Data
Community-maintained dataset of public bomb shelters in Jerusalem. Data pipeline for jlmshelters.com
JLM Shelters
Jerusalem Shelters — interactive map and safety guide for locating public shelters (miklatim) in Jerusalem, Israel
Claude MVT Workspace
Repository template for using Claude to orchestrate an MVT scan over ADB
Agent Junction
Ephemeral agent-to-agent communication relay for agentic CLIs (localhost or intra-LAN). MCP.
AI-Resume
Notes / test for creating a version of a resume/CV specifically intended for AI agents
Split-Context-Setup
Slash command for setting up a split human-agent context system in Claude repos
Ivory-Catalog-020226
Ivory Computer Parts Catalog - February 2026 A snapshot of computer hardware pricing from Ivory.co.il, one of Israel's largest electronics retailers, captured on February 2, 2026. Dataset Description This dataset contains 658 computer hardware products with Israeli retail prices (ILS), estimated US RRP prices (USD), and price comparison ratios. The data was scraped from Ivory's public product catalog. Categories Category Products Cooling 138… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Ivory-Catalog-020226.
Ivory-Parts-Finder
AI assistant config for building computers and finding accesories from Ivory (Israeli computer chain)
WhatsApp-Export-Unpacker
Utility for unpacking, organising, and transcribing a WhatsApp chat export
DVR-Transcriber
Workflow workspace for importing recordings from a DVR and using AI for transcription
Failover-Internet-Israel-Notes
Notes (Jan 2026) on setting up failover internet in Israel
Claude-Visual-Communications-Space
Claude template (workspace) for using generative AI to enhance written communications
Claude-Evidence-Assistant
Workspace template for using Claude Code to create digital evidence bundles
Claude-Case-File
Claude Code template for creating version controlled containers for legal files
Claude-Redaction-And-Obfuscation
Claude Code workspace for document redaction and identity obfuscation - supporting whistleblowing, source protection, defamation defense, and anonymous publishing
Claude-Gdrive-Organiser
Template/pattern for using Claude Code to tame unwieldly Google Drives without Oauth
Claude-Comms-Strategist-Template
Claude Code template for using Claude Code as a worksapace for communications strategy and planning
Claude-Lawyer-ISR
Israel-specific variant of Claude Code repo template for legal analysis and advice
Claude-Personal-Development-Workspace
Template for using Claude Code to track habit development and other "life projects"
Claude-Space-Self-ideator
Claude Code ideating ideas for new applications for Claude Code workspaces, esp in non-tech domains
Claude-Debugging-Workspace
Template for using Claude Code for time-limited or ongoing debugging tasks
Video-Edit-Instructions
Holding repo. Idea: screencast -> editing instructions -> AI agent.
Claude-Web-Analytics-Space
Template for using Claude Code to streamline website data analytics
Claude-Repo-Jumper
Notes - System prompt / skill for clean repo division with agentic development
Iran Israel War 2026
Open-source intelligence dataset tracking the Iran-Israel conflict in 2026. Includes data on military operations, diplomatic developments, and related events.
Install-This-Debian
A simple litmus test for assessing whether agentic CLIs are useful for basic desktop admin tasks!
Stack-Research-Prompt-Mini-Eval
Testing how various AI tools handle "stack request" prompts - a staple of my AI use!
Claude-Development-Agents
Updated and consolidated list of agents that I use and reuse across projects
Project-Planning-Template
Repository template for an "idea parking" system that uses AI to spec out an intiial idea and spec for later iteration/development
Claude-System-Recovery-Mode
Boot target for using an agentic CLI for system recovery on Ubuntu (adapting to other GRUB-supporting OSes should be simple; for non-Linux envs, fork and modify).
No-Wheel-Inventions
Slash command for Claude (and agents) to encourage them to avoid reinventing the wheel
Quick-RMBG
Dolphin action for KDE Plasma to quickly invoke RMBG for background removal with support for two-pass and infinite-pass operation modes
Better-Web-Design-Inc
Agentic web design crew specialising in offbeat designs and client dissatisfaction!
Impact-Bond-Policy-Simulator
Multiagent simulation exploring potential reactions to a social policy iniative
Voice-Cloning-Difference-Test
Quick test to see how much of a difference sample intonation makes in single shot voice cloning!
Claude-Model-Identifier
Prompt to request Claude to proactive identify itself and model variant before every new conversation
Brother-Label-Printer-GUI
Python GUI and CLI application for printing labels with QR codes on Brother QL-700 label printers
Gemini-Audio-Transcriber
File upload based multimodal transcription tool using the Gemini (via Open Router)
Transcription-Cleanup-Trainer
Text Cleanup Fine-Tuning Dataset A curated dataset for training speech-to-text cleanup models to achieve optimal transcript refinement. Dataset Description This dataset contains paired examples of raw speech-to-text transcriptions and manually-cleaned versions, designed for fine-tuning models to clean up transcripts to a specific quality level ("Goldilocks" cleanup - not too much, not too little). Dataset Structure dataset/ ├── data/ │ ├── audio/… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Transcription-Cleanup-Trainer.
Text-Transformation-Prompt-Stack
Documentation/notes for a "prompt stack" for audio multimodal text processing
Voice-Control-Linux
Claude-enhanced research for voice control platforms with Linux support
Audio-Multimodal-Formatting-Prompts
AI-ideated prompts for single pass audio multimodal transcript formatting
Dictation-Macropad
Plan/key allocation for a macropad optimised for heavy daily dictation worklflows
Declaude
Slash command for applying text rewriting instructions to correct for user-defined grievances with AI-generated technical documentation
Is-Vibe-Coded
Simple graphics intended to serve as a "this was vibe coded FYI" and attribute model
Voice-Tech-Subreddits
Small collection of subreddits where ASR, STT, voice tech is discussed
Long-Form-Audio-Pipeline
Basic audio pipeline for preparing long audio content for ASR transcription
Vendor-Agent-CLIs
List (may update periodically) of vendor CLIs with agentic/tool-calling capabilities
Local-Secrets-MCP
Notes / an idea for a local MCP handler for secrets that works in conjunction with a cloud API
AI-Developers-Career-Planning-Notes
Notes/ideas for the evolving face of programming jobs!
Make-Agent-Friendly
Claude plugin for refactoring human-developed code-bases for agentic readiness
AI-Transcription-Notepad
Voice note taking utility that uses cloud audio multimodal models for single pass transcription and text cleanup
Hebrew-Image-Eval-111225
Hebrew Image Generation Evaluation An evaluation of major text-to-image models on their ability to accurately render Hebrew text. Overview This evaluation tests 12 image generation models on two Hebrew words: Word Transliteration Meaning Difficulty שלום Shalom Peace/Hello Easy - Most famous Hebrew word פירגון Firgun Joy in sharing others' success Hard - Uniquely Hebrew concept, less common Prompt template: "A banner graphic with the word [word] written… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Hebrew-Image-Eval-111225.
Hebrew-Image-Generation-Eval
Snap evaluation to assess the ability of various text to image models to produce generations with correct Hebrew text (pass/fail)
Retailer-Recommendations
Small collection of various recs for places, mostly shops in Israel
STT-Fine-Tune-Eval-101225
STT Fine-Tune Evaluation Results Evaluation Date: December 10, 2025 This repository contains evaluation results comparing locally fine-tuned Whisper models against stock (original) Whisper inference across all model sizes. Related Resources Evaluation Script: Whisper-Fine-Tune-Accuracy-Eval Evaluation Dataset: Small STT Eval Audio Dataset Models Evaluated Fine-tuned models: tiny, base, small, medium, large Original (stock) models: tiny, base, small, medium… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/STT-Fine-Tune-Eval-101225.
Small-STT-Eval-Audio-Dataset
Small STT Eval Audio Dataset A small speech-to-text evaluation dataset containing 92 audio samples with ground truth transcriptions. Designed for evaluating STT systems on technical vocabulary, code-switching (English/Hebrew), and various speaking styles. Dataset Description This dataset contains audio recordings with accompanying transcriptions across multiple categories: Category Count Description tech_github 5 GitHub-related technical vocabulary… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Small-STT-Eval-Audio-Dataset.
Whisper-Fine-Tune-Accuracy-Eval
Comparing Whisper fine-tunes versus stock Whisper on local inference
Transcription-Cleanup-Eval-1225
Evaluating various cloud audio understanding models on the transcribe and cleanup workflow/task
ASR-WPM-And-Background-Noise-Eval
ASR WPM and Background Noise Evaluation Dataset A dataset of annotated audio recordings for evaluating how different factors affect Whisper (and other ASR/STT systems) transcription accuracy. Purpose This dataset provides controlled audio samples with annotations to evaluate ASR performance across: Speaking pace (fast, normal, slow, mumbled, whispered, weird voices) Background noise (cafe, music, conversations in various languages, traffic, sirens, etc.) Microphone… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/ASR-WPM-And-Background-Noise-Eval.
Whisper-WPM-Background-Noise-Eval
Quick eval to try answer a question: how much does speaking pace affect WER/accuracy in ASR?
Karaoke-Music-Vid-Generator
Generation script template for singalong vids (from Suno songs!)
Audio-Understanding-Test-Prompts
A few test prompts to be used when evaluating audio multimodal models
Audio-Multimodal-AI-Resources
A compilation of resources (model profiles, benchmarks, docs) for multimodal AI models with audio understanding (esp. focused on ASR and transcription use-cases)
Claude-Docker-Manager
Template management workspace for using Claude to co-admin a Docker env
One-Shot-Transcription-Microphone-Eval
Test samples for various microphones with an STT accuracy eval
Voice-Cleanup-Prompt-Experiment
Testing various permutations in system prompting for raw audio transcript cleanup and comparing multimodal ASR vs. the STT + LLM approach
Smart-Home-Halacha
Notebook on Halachic dimensions of smart home usage and Home Assistant
Israel-Photos
Israel Photos Dataset A collection of 369 photographs captured across Israel between 2024 and 2025, with LLM-generated captions and location annotations. The images are sourced from the photographer's Pexels gallery. About This Collection This dataset was deliberately curated to provide a diverse visual representation of Israel, encompassing: Varied locations: From the historic streets of Jerusalem's Old City to Tel Aviv's urban landscape, desert vistas in the Negev, and… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Israel-Photos.
Cloud-ASR-MCP
WIP MCP for using various cloud ASR models for speech to text / transcription
Peace-In-The-Middle-East
WIP - Multiagentic geopolitcal simulation ideating problem-solving and bridge-building in the Middle East
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
Awesome-Torah-Tech
Projects bringing technical sophistication to Jewish religious texts and interpretation
Sample-Voice-Context-Data
Sample Voice Context Data A small synthetic dataset containing LLM-generated context information simulating a job seeker narrating their career trajectory. Purpose This dataset was created to test a voice-to-vector-database RAG pipeline. The workflow being evaluated involves: Voice data (MP3 recordings) transcribed to text Transcriptions reformatted as structured context data Text data upserted into a vector database (Pinecone or Ragie) Retrieval accuracy tested by… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Sample-Voice-Context-Data.
Voice-Training-Script-Generator
Helper utils for generating training data for voice cloning with LLMs
adb-keep-awake
Scripts to prevent Android phones from sleeping while connected via USB (keeps ADB working)
Gemini-Transcription-MCP
MCP for Gemini multimodal audio transcription with built in post-processing
My-Weird-Prompts-Podcast
Podcast production pipeline for an AI-human co-generated podcast
AI Workspace Planning Notes
Spec/notes for an AI workspace I have been planning for some time (incl consolidating previous notes)
Modal Whisper Fine-tune Script
Validated fine-tuning script for fine-tuning Whisper on Modal GPU with a preformatted audio dataset
ASR Training Data Collector
GUI to facilitate gathering training data for ASR/STT apps in organised datasets with audio capture, text capture, and JSONL metadata construction. Supports LLM-generated text and user-provided.
Claude Business Idea Evaluator
Model/template: using Claude Code to evaluate business ideas
Tech Sentences for ASR Training
TechVoice Dataset Work in Progress – This dataset is actively being expanded with new recordings. Dataset Statistics Metric Current Target Progress Duration 38m 43s 5h 0m 0s ██░░░░░░░░░░░░░░░░░░ 12.9% Words 10,412 50,000 ████░░░░░░░░░░░░░░░░ 20.8% Total Recordings: 205 samples Total Characters: 74,312 A specialized speech dataset for fine-tuning Automatic Speech Recognition (ASR) models on technical and developer vocabulary. Contains human-recorded… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Tech-Sentences-For-ASR-Training.
ASR and STT AI Notebook
Propmts and outputs (and some notes) on STT + ASR + fine-tuning. LLM: Claude
Claude Blog Manager
Conversational CMS: model for using a Claude workspace to manage content
Whisper Fine-Tune One-Shot Eval
Whisper Fine-Tuning Evaluation: Local vs Commercial ASR A "back of the envelope" evaluation comparing fine-tuned Whisper models running locally against commercial ASR APIs via Eden AI. The Question Can fine-tuning Whisper achieve measurable WER reductions, even when comparing local inference against cloud-based commercial models? TL;DR Yes. Fine-tuned Whisper Large Turbo running locally achieved 5.84% WER, beating the best commercial API (Assembly at… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Whisper-Fine-Tune-One-Shot-Eval.
English-Hebrew Mixed Sentences
English-Hebrew Mixed Sentences Dataset A dataset of English sentences with Hebrew words and phrases interspersed, designed for speech-to-text training and evaluation for English speakers in Israel. Overview This dataset addresses a common challenge for English-speaking immigrants in Israel: standard speech-to-text (STT) systems struggle to accurately transcribe code-switched speech where Hebrew words are mixed into primarily English sentences. Example: "I need to pick up… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/English-Hebrew-Mixed-Sentences.
Claude Document This
Slash command for asking Claude Code to document fixes to various target filesystems
Writing Editing Plugin
Claude Code plugin for writing assistance, proofreading, style editing, and text transformation workflows.
Server Management Plugin
Claude Code plugin for server infrastructure management, monitoring, deployment, and server administration workflows.
Security Checkup Plugin
Claude Code plugin for security audits, vulnerability scanning, firewall configuration, and system security hardening workflows.
Linux Server Plugin
Claude Code plugin for Linux server administration, service management, and server infrastructure workflows.
Linux Desktop Plugin
Claude Code plugin for Linux desktop environment management, KDE/Plasma configuration, and desktop system administration.
Lan Manager Plugin
A specialized workspace for network system administration on local area networks, providing tools for LAN scanning, device discovery, device management, and network operations.
Filesystem Org Plugin
Claude Code plugin for file system organization, folder structure optimization, and file management automation workflows.
Home Assistant Manager Plugin
A comprehensive Home Assistant OS management template with 20+ slash commands for health monitoring, backup management, integration support, and automation assistance.
Tech Research Plugin
Claude Code plugin for technology research, competitive analysis, technical documentation retrieval, and research workflows.
SEO Plugin
Claude Code plugin for SEO optimization, meta tag management, and search engine optimization workflows.
Learning Plugin
Claude Code plugin for learning resources, skill development, educational content creation, and knowledge management.
Ideation Plugin
Claude Code plugin for brainstorming, idea generation, project planning, and creative problem-solving workflows.
Documentation Plugin
Claude Code plugin for documentation generation, technical writing, README creation, and documentation management workflows.
Diary Planner Plugin
A workflow planning and time management template with agent definitions and slash commands for managing daily, weekly, and monthly schedules.
Video Editing Plugin
Claude Code plugin for video editing, transcoding, video processing, and multimedia workflow automation.
Image Editing Plugin
Claude Code plugin for image processing, photo editing, batch image operations, and visual media management.
Audio Editing Plugin
Claude Code plugin for audio editing, conversion, processing, and microphone management slash commands and agents.
Home Budget Helper Plugin
A workspace template for household budget management using Claude Code CLI with predefined agents, slash commands, and directory structures.
Git GitHub Plugin
Claude Code plugin for Git version control, GitHub repository management, and collaborative development workflows.
General Dev Plugin
Claude Code plugin for software development workflows, code generation, refactoring, and general development assistance.
Docker Assist Plugin
Claude Code plugin for Docker container management, containerization workflows, and Docker troubleshooting assistance.
Debugging Plugin
Claude Code plugin for debugging workflows, error analysis, troubleshooting assistance, and diagnostic tools.
Context Toolkit Plugin
A comprehensive toolkit implementing the CONTEXT.md workflow system for managing human-authored context and agent-ready briefings.
Conda Management Plugin
Claude Code plugin for managing Conda environments, packages, and Python virtual environment workflows.
Claude Code Plugin
Claude Code plugin for managing Claude Code configuration, slash commands, agents, and plugin development workflow.
AI Tools Plugin
Claude Code plugin for AI tool management, MCP server configuration, and AI workflow automation slash commands and agents.
Claude Rescue
WIP/Plan/Idea: System recovery/rescue utility that seeds Claude Code installation for AI-assisted repair from TTYS/shell
Claude Writing Space Template
Pattern for using Clauide to help with any piece of writing
A Better Jobs Platform Notes
Notes/thoughts on what I think could be a really fertile AI use-case
Deepgram Voice Keyboard Ubuntu
WIP to try to create a good STT utility with cloud STT APIs
Open Router API Pricing Analysis
OpenRouter API Pricing Analysis Dataset Overview This dataset provides a point-in-time capture of pricing and parameters for LLMs available through the OpenRouter API for inference. Contents Raw Data (raw/) Contains the original data extracted from the OpenRouter API, including: Model pricing (input/output token costs) Model parameters and specifications Computed fields such as output/input token price ratios Enhanced Data (hf-enhanced/)… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Open-Router-API-Pricing-Analysis.
Claude MCP Guidelines
A home folder CLAUDE.md snippet to provide guidance on MCP selection
Claude Think Tank
Model repository for a think tank composed of AI agents (with Claude Code providing the framework) focused on assisting a user with research and ideating policy proposals
Claude ADHD Research Workspace
Claude research notebook into ADHD drug access - an important topic!
Claude Budget Workspace Template
Template for using Claude for household budget management
Claude Diary Planner Template
Template Claude Code repo for workfow and time management planning
Claude Spec Starter
Pattern for AI assisted development starting from one (long) user prompt
Voice Training Data Creator
GUI to facilitate capturing voice data for TTS / voice clone training with LLM synthetic text generation and saving logic (Ubuntu Linux)
Claude Therapy Tracker
Model/template for using Claude Code for therapy tracking (patients)
Claude Server Management Template SBCs
Version of Claude Code server manager template for single board computers (SBCs)
Claude Proxmox Manager Template
Claude Code server manager template adapter for Proxmox environment
Claude Home Assistant Manager Template
Template for a Claude Code config at the base of a HAOS filesystem
Claude-Linux-Server-Manager
Template repository for creating Claude Code structured workspace in a remote server environment
Nano Banana Desktop
Vibe coded starter for a Nano Banana inpainting utility / image editor (Gemini API)
Image to Image Prompts
Loose collection of image to image prompts for common transformations
Claude Tech Research Team
Example/templaet for using Claude Code repo structure for tech/stack research
Claude Code Notebook
Personal reference notebook for Claude Code (CLI) usage. Context: Linux desktop (Ubuntu)
MCP Installation Notebook
Notebook of things I've figured out about installing MCPs - as I figure them out
Local ASR STT Benchmark
Quick evaluation to find the best STT model in Speech Note (Ubuntu) for my HW
Claude Deep Research Model
Repo model for an iterative deep research model with voice pipeline
Claude Spaces Model
Outline for using various repositories as discrete workspaces for Claude Code
Claude Agent Workspace Model
Outline for using various repositories as discrete workspaces for Claude Code
AI Dev Repo Template Oct 2025
Updated AI assisted dev repo template (swap preferred CLI!)
Crying Baby Audio Scrub
Experiment to see if crying baby audio can be scrubbed with audio inpainting (use-case: WIP parenting and content creation!)
Claude Code Context Toolkit
Plugin for a structured human and AI context workflow in Claude Code
Claude Linux Desktop Manager
WIP/Plan: extension of slash commands to an actual GUi/program
Experiments and Evaluations Index
Index of repositories concerning AI evaluations and experiments
Context Projects Index
Index of projects related to context-gathering and generation for AI, including via interview approaches
Linux Desktop Claude MD Seeder
Seeds Claude.md files at common places in Linux Desktop filesystems
Sound Sensitivity Notes
Just a few notes for others who experience sensitivity to sound based on things I've found helpful and mildly life-changing
Claude Code Security Auditor
Pattern/model for using CC for conducting device level security audits
Policy Visualiser
Visualise how different countries and systems of government approach policy challenges with Gemini identifying clusters
Home Inventory Helper
Gemini utility for extracting product data from visual product stickers
What Reqs Scanner
Python utility that scans a repo base for requirements.txt to analyse most used packages and suggest base env
Gemini Vibe Coding Projects
List of vibe-coded starters created with Google AI Studio app builder
Logitech C925E Boot Configurator
v4l2 configuration script for Logitech C925e webcam - sets 1080p @ 24fps MJPEG on boot
Accidental and Low Quality Photos
Accidental and Low-Quality Photos Dataset This repository contains unintentional photos from camera rolls - accidental captures, blurry shots, and other non-intentionally captured images. Purpose The intended use case is training an image organization model to automatically distinguish and suggest for deletion non-intentionally captured images. This can help users efficiently clean up their camera rolls by identifying photos that were taken accidentally or are of poor… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/accidental-and-low-quality-photos.
Resource Space DAM Assets
Taxonomies and a few other bits and pieces that might be of use
Claude OS Sync Agent
Idea - using Claude Code in place of Ansible for cross-device updating/sync
Multimodal AI Taxonomy
Multimodal AI Taxonomy A comprehensive, structured taxonomy for mapping multimodal AI model capabilities across input and output modalities. Dataset Description This dataset provides a systematic categorization of multimodal AI capabilities, enabling users to: Navigate the complex landscape of multimodal AI models Filter models by specific input/output modality combinations Understand the nuanced differences between similar models (e.g., image-to-video with/without audio… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/multimodal-ai-taxonomy.
Voice To Prompt Pipeline
A conceptual voice to prompt pipeline that attempts to separate instructions from provided context for better results
Multimodal AI Taxonomy
Attempting to map out the various input/output permutations for multimodal AI
Gemini Body Language Analyst
Test app "vibe coded" in Google AI Studio: analyse body language from photo plus context
Claude Code Linux Desktop Slash Commands
Slash commands for Linux desktop sysadmin with Claude Code (or any other agent)
Jerusalem High Rise Development
Jerusalem High-Rise Development Image Dataset Overview This dataset contains 56 photographs documenting high-rise buildings and urban development in Jerusalem, Israel. The images capture the architectural evolution of Jerusalem's modern skyline, featuring contemporary construction, building facades, and urban landscapes. Purpose This dataset has been created and shared for the following purposes: Image fine-tuning and AI training: High-quality architectural… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Jerusalem-High-Rise-Development.
Hebrew Language Signage
Hebrew Language Signage Dataset Overview This dataset contains photographs of Hebrew language text in everyday contexts throughout Israel, with a particular focus on signage displays including street signs, commercial signage, and public information displays. Dataset Details Total Images: 68 Format: PNG Content: Real-world photographs of Hebrew text and signage Language Coverage: Primarily Hebrew, with many signs also containing English and Arabic text… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Hebrew-Language-Signage.
Tel Aviv Pics
Tel Aviv Urban Photography Dataset Dataset Description This dataset contains 53 high-quality photographs of Tel Aviv's urban environment, captured to serve as reference material for game development, 3D world creation, and digital environment design. Dataset Summary Total Images: 53 photographs Location: Tel Aviv, Israel Format: JPG Average Size: ~1MB per image Resolution: High-resolution photographs suitable for texture extraction and reference License:… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Tel-Aviv-Pics.
Vibe Coded Disclosure
Quick utility for adding FYI type notices to repos that they were vibe coded
Ubuntu Pipx Toolbox
Bash scripts for installing a few useful tool groups on Ubuntu with pipx
Voice Spec Driven Development Demo
Demonstrating a voice to text spec driven development workflow
Claude Code Repos Index
An index of my Claude Code related repos including a wide variety of starter templates for using Claude Code for common and more imaginative purposes!
Claude Code Projects Index
An index of my Claude Code related repos including a wide variety of starter templates for using Claude Code for common and more imaginative purposes!
Claude Agent Blueprints
An index of my Claude Code related repos including a wide variety of starter templates for using Claude Code for common and more imaginative purposes!
Claude Code Context Feature Requests
A couple of feature requests (including my own) discussing context handling in Claude code
AI Agent UN
Experimentary implementation of a model real life political body populated by representative AI agents
Jerusalem Streetscapes
Jerusalem Streetscapes Dataset A small image dataset containing photos of the rapidly changing urban landscape of Jerusalem, Israel, captured by day and by night. About This dataset documents the evolving cityscape of Jerusalem through 120 photographs taken between June 2024 and September 2025. Dataset Details Number of Images: 120 Time Period: June 2024 - September 2025 Location: Jerusalem, Israel Coverage: Day and night photography of urban landscapes… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Jerusalem-Streetscapes.
Personal Context AI Agent Pattern Model
Description of a pattern I've used to build AI agents for in-depth exploration of specific issues
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.
Diarised Transcript Assistant
System prompt for generating diarised transcripts (STT plus stylistic guidance)
Local Utc Kde Widget
(WIP) - KDE Plasma widget for displaying local and UTC time in 24 hour format
Jerusalem Emergency Shelters 0925
Jerusalem Public Shelter Dataset - September 2025 This repository contains updated location data for public shelters in the Jerusalem area, populated on September 19th, 2025. The data has been processed and enhanced to support individual preparedness efforts and geolocation applications. Data Source The original data was provided by the Jerusalem Municipality and is available in the source_data folder. This dataset represents the most current information available as… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Jerusalem-Emergency-Shelters-0925.
Claude Code Writing Squad
Model repository structure for using a Claude Code agent crew for writing related tasks
Israel Red Alert Syntax Notes
Syntax notes for those automating on the back of the IDF Home Front Command alert feed
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.
Day Planner Dashboard
Day planner dashboard config with email, calendar, news, IP cam, weather
KScreen Config Scripts and Docs
Some scripts for saving good multiscreen configs for easy shortcutting and DPMS
Wireframe Cleaner Nano Banana
Clean up handdrawn wireframes/sketches with Nano Banana (WIP)
Claude Sub Agent Network
Collection of subagents for Claude Code with configs spanning ideation, editing, version control
Vibe Code and Learn
A model multi-agent config for agentic code-gen with an educational "loop"
ISO 3166-4217 Consolidated
Informal consolidation of ISO-3166 and ISO-4217 for geographic financial analysis
ISO 3166-4217 Consolidated
ISO-3166 & ISO-4217 "Consolidated" Lookup Dataset This dataset contains a mapping between ISO-3166 (countries) and ISO-4217 (currencies). The objective was to create a single dataset to support everyday workloads in international financial analysis undertaken by "casual" / non-official actors and analysts. Version V1 Compiled by: Daniel Rosehill Date: 03-09 (September) - 2025 Note: geopolitics and the global financial system are clearly dynamic concepts. Much as this… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/ISO-3166-4217-Consolidated.
Useful ISO Standards Reference
ISO standards that I'm frequenlty looking up gathered in one ref
Gemini AI Podcast Generator
Gemini app for creating personal podcasts from your AI prompts
N8N Test Agents
Simple n8n agent patterns for learning the ropes or validating MCP calling
Toxic Gpt
Joke configuration for a downtrodden LLM assistant for those needing a break from enforced AI positivity
Business Idea Refinement Agent
AI agent that helps users to explore business ideas and receive first-pass feedback
Linux Voice Tech
List of resources for voice technology with support for Linux, encompassing STT, ASR primarily as well as dev frameworks.
Linux Friendly Voice Tech
List of resources for voice technology with support for Linux, encompassing STT, ASR primarily as well as dev frameworks.
Agent SDK Env Setup
Script to clone a few of the main ADKs (agent development kids) for testing/experimentation
No BS AI System Prompt
System prompt for a blunt AI assistant / LLM that gets to the point
Gemini CLI Home Guidance
Gemini.md ("rules") for the home folder / non repo constrained execution for Gemini CLI (model)
NVR Entity Recognition Experiment
NVR Entity Recognition Experiment Overview This repository contains a training dataset designed for entity recognition in Network Video Recorder (NVR) applications, specifically focused on newborn safety monitoring. The dataset uses a stuffed animal as a privacy-conscious substitute for actual newborn footage, enabling the development of computer vision models that can identify critical safety scenarios in nursery environments. Purpose The primary goal of this… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/NVR-Entity-Recognition-Experiment.
Long Prompt Experiment
I conducted this experiment to investigate the impact of prompt structure and optimization on LLM performance, specifically testing whether quality and organization matter more than raw prompt length for complex technical tasks. Research Question For specialized technical tasks, does prompt structure and optimization have a greater impact on output quality than raw prompt length alone? Experiment Design I compared three distinct prompting approaches using Gemini 2.5 Lite… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Long-Prompt-Experiment.
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
Decision Making Algorithm Agent
Agent template for generating decision-making algorithms/flow-charts
Global Value Factor Database Refactor V2
Refactor and HF dataset (including texts): Daniel Rosehill Source data: International Foundation for Valuing Impacts This dataset provides V2 of a refactoring of the Global Value Factor Database (GVFD) by the International Foundation for Valuing Impacts intended to enhance the original dataset for machine readability and integration into data analysis and visualization workloads. The International Foundation for Valuing Impacts (IFVI) produces an (open-source) database called the Global… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Global-Value-Factor-Database-Refactor-V2.
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
N8N Voice Note Context Pipeline Workflow
Workflow for extracting context data from voice notes and passing them into Pipecone vector database for upserting
Voice Note Audio
Voice Notes Dataset Dataset Description This dataset contains real-world voice recordings with transcripts and comprehensive annotations. Dataset Statistics Total Entries: 2 Audio Files: 2 Uncorrected Transcripts: 2 Ground Truth Transcripts: 0 Annotation Files: 2 Export Date: 2025-10-27 Dataset Structure audio/ # Audio recordings (MP3, etc.) ├── 1.mp3 ├── 2.mp3 └── ... transcripts/ ├── uncorrected/ # Original STT… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Voice-Note-Audio.
Agent Task Repo Pattern With MCP
Repo pattern/template for defined task handling by an LLM on a remote using MCP-SSH
Environment Docs Template
Pattern for a structured docs repository within an environment for AI and humans
STT Voice Notes Evaluations
STT Voice Note Evaluation Author: Daniel RosehillDate Created: August 11, 2025Purpose: Comparative evaluation of Speech-to-Text (STT) services for voice note transcription Overview This dataset was created as part of ongoing work developing voice note transcription systems. It contains ground truth transcripts representing typical daily voice notes, recorded to evaluate and compare STT service accuracy across different content types. Speaker Profile: Single speaker… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/STT-Voice-Notes-Evals.
LLM Preferences Guide
(Experiment) Predefined set of instructions for local agents governing LLM usage and selection
N8N LLM Workflow Bulk Updater
Backend script for applying bulk model updates to workflows (use-case: updating LLMs in nodes)
MCP Projects Index
Various MCP related projects I'm either working on (or have worked on)
NocoDB Data MCP
MCP for performing basic data ops on a self-hosted NocoDB with Cloudflare Tunnnel auth
AI Output Storage Backend Data Models
Some simple data tables for populating a backend for storing prompt runs
N8N Expense Processing Workflow
Expense processing backend workflow with AI agent for doc analysis
Quick Repo Creator
A streamlined CLI tool for fast repository creation workflow with GitHub integration and IDE support
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.
Voice Prompt Enhancement Node
Configuration for an intermediate agent in voice automation workflows that bridge voice input to other actions
Voice Note Redaction Agent
Config for a text redaction agent for voicenote -> * workflows
OSINT Missile Intelligence Agent
Snap reports about causes and quantitiative info about hostile missile launches
Nuclino API Docs Unofficial 0725
Unofficial point in time collection of Nuclino API documentation
Structured Output Schemas
Reuseable JSON schemas for structured Ai assistant/agent workflows
Medium Post Downloader
Download utility for programatically converting a Medium export archive into a full replica of your content with images
Agents Index
Periodically updated index of AI agent configurations that I'm working on (or have created)
N8N Workflow Sanitiser Agent
Configuration for an AI agent for sanitising (redacting personal details) in N8N workflow exports
Parenting Questions AI Agent Workflow
Workflow for an agent that answers parenting questions by email with upload to Google Drive
Automation Code Snippets
Code snippets for automation building and integration (that might be of interest)
Prompt and Output System Prompt
System prompt for directing an AI agent to begin every output with a sumary of the user's prompt
Iran-Israel War OSINT
A project to retrospectively analyse signals of war ahead of the Iran-Israel conflict, June 2025 to inform future preparedness and readiness efforts
Shelter Finder Jerusalem
Android app for finding nearby public shelters in Jerusalem (populated in June 2025 from municipal data)
HuggingFace Android Config Guide
Non-official! Home Front Command Android app config settings guides (06-2025)
My Weird Prompts
A podcast and blog exploring the journey from creative prompts to fully-developed AI agents. Covers prompt engineering, AI workflows, and the creative process behind building AI tools.
Text Transformation Prompts 300525
Text Transformation Prompt Library A comprehensive collection of text transformation prompts for reformatting dictated text into various formats, styles, and structures. Quick Links Repository Structure /prompts/ The main collection of text transformation prompts. /prompts/md/ - Markdown format prompts /prompts/json/ - JSON format equivalents of the markdown prompts Prompt Structure Each prompt follows a standardized markdown… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Text-Transformation-Prompts-300525.
Home Assistant Starter List
A few friends have asked me what they need to get going with HA so .. a list
System-Prompt-Library
My AI System Prompt Library This repository contains a comprehensive, up-to-date library of system prompts for AI systems and autonomous agents, started on May 27th, 2025. Overview This collection houses 923 system prompts covering a diverse range of AI applications. The prompts include configurations for autonomous agents, simple chatbots, specialized assistants, and various AI-powered tools. This repository serves as a centralized hub for these prompts, maintained… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/System-Prompt-Library.
System Prompt Library
System prompts for AI agents and assistants (automatically populated); periodic point in time exports are releases
Text Transformation Prompt Library
Updated repo of text transformation prompts (raw STT transcripts -> *). New repo for capturing via automations.
Green Invoice API My Notes
Timestampped notes (non-official!) for Green Invoice API & Webhooks
Awesome Whisper Apps
Useful speech to text tools that use Whisper under the hood (API/local)
Oref Gpt
N8N automation that uses TwitterAPI.io to rertieve real-time social media data about the source of rocket alerts in Israel
Pay for Outcomes Instruments
Social-Impact-Bond-Data This repository contains a curated, redacted, and standardized data set based on the Government Outcome Labs project at Oxford University (UK). It is the leading international data resource tracking the growth and execution of social impact bonds (SIBs), development impact bonds (DIBs), outcome funds, and other pay-for-success instruments worldwide. Project Purpose The data set supports research and AI-driven policy analysis on innovative… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/pay-for-outcomes-instruments.
ISO Lookup Assistants
Lookup agents to assist with standardising datasets with correct ISO values
Open in Windsurf KDE
Implementing an "Open In Windsurf" (AI IDE) context menu element for KDE Plasma
Social Impact Bond Data
Point-in-time analysis of impact bond data from INDIGO (Government Outcomes Lab, Oxford University)
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
Home Inventory AI Assistants
System prompts for home inventory and Homebox assistants to speed up repetitive tasks
Israel Alerting Zones
Israel Emergency Alerting Zones Dataset This repository contains a comprehensive list of emergency alerting zones used in Israel by the Home Front Command (Pikud HaOref), compiled on May 9th, 2025. Dataset Description This dataset provides a point-in-time export of the alerting areas used by Israel's Home Front Command for issuing emergency alerts during security situations. The alerting zones are primarily used for missile threat notifications and other emergency… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Israel-Alerting-Zones.
Red Alert MQTT Desktop Notifier Public
MQTT notification agent for Linux desktop to receive Red Alert MQTT topic pushes from HA
Local Linux Repair Bot
Experimentary repo to try use an AI IDE as a local agent workspace for local OS debugging
Google Air Quality MCP
WIP - MCP server for querying Google Map's environmental API to retrieve air quality data for a geolocation
Audiopen AI Edit Prompts
Text transformation prompts library for Audiopen.ai (my customs)
My Code Gen Copilot
Layered config for a code-gen assistant developed using Continue's clever approach
WAQI Prometheus Pull
Simple pull script for World Air Quality Index (WAQI) data for integrating with Grafana
ChatGPT Stylistic System Prompts
Some boilerplate responses to "how do you want ChatGPT to behave"? to play around with creating different chat experiences through simple configs
Career Data Context Repo
Hello, Friendly AI Bot! Context Generation Date: 28 / April / 2025 Creation Timestamp: 2025-04-28T18:59:13Z Welcome! If you are able to read and parse this text, then this context data repository is working as intended.You have arrived at a small, modular pool of contextual data designed to provide insight into my career aspirations, professional experience, and work preferences. Refer to the "Context Generation Date" above, or if you are able to parse file metadata, use… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Career-Data-Context-Repo.
Career Data AI Context Repo
Context repository for AI tools providing career info to guide agents, assistants, etc
Software Wish List Context Data
Hello, Friendly AI Bot! Context Generation Date: 28 / (April) / 2025 If you're reading this, then the context pipeline is working as intended, and you have arrived at a small repository of contextual data intended to provide you with general background context about what I look for in software evaluations. As you probably already know, my name is Daniel. I'm a huge fan of technology. And I frequently find myself looking for software tools. Sometimes I do this for work… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Software-Wish-List-Context-Data.
Software Wish List AI Context
Context repository to connect to AI tools - things I look for in most software evaluations
Corn Training Set
Corn The Sloth Training Images (Repo 2) This repository is another image collection of images of a stuffed sloth that I am fine tuning for a custom image generation model for this particular character. If anyone else is interested in fine tuning for this character or fine tuning for character avatars generally or wants to use this small image set as training data for another project then .... use is granted in accordance iwth the license terms (the sloth didn't quite understand… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Corn-Training-Set.
Prompt Debugger System Prompts
SPs for configuring "self-debugging" AI assistants and agents
Test System Prompts
A collection of system prompts organised by capabilities for testing out various agent/assistant platforms
Pseudobot System Prompts
For having a bit of fun with the absurdity of the AI world we now live in
STT Basic Cleanup System Prompt
Basic foundational system prompt for cleaning up AI voice transcripts
Shakespearean Text Transformation Prompts
Shakespeare GPT (Shakespearean Text Generation Prompts) Welcome to what might be the internet's largest collection of prompts for rewriting text in Shakespearean English! This repository contains a variety of prompts designed to transform modern text into the style of Shakespeare, organized by format and purpose. These prompts can be used with any AI tool that accepts custom instructions. A user interface may be forthcoming for those who feel the need to do this regularly.… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Shakespearean-Text-Transformation-Prompts.
Text Transformation Prompt Collection 2
An abbreviated collection of STT transformation prompts
Grafana News Monitoring Dashboards
News monitoring dashboards focused on Israeli & ME News
GitHub AI Searches
A series of search links for those wishing to drink from the firehose of open-source AI
Corn the Sloth
Keyframe Photos Of ..... A Sloth Plushie This repository contains a small collection of images featuring an adorable plush sloth named Cornelius. These images are part of ongoing experiments conducted in my spare time, aimed at testing the capabilities of photogrammetry tools and digital avatar creation for non-human subjects. If anyone needs a small repository of images for various purposes, such as distinguishing plushies from real animals or humans, you are welcome to utilize… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Corn-The-Sloth.
OpenAI Image Renamer
Simple Python script for batch file renaming operations with OpenAI API
HA Red Alert News Dash
A Home Assistant dashboard for emergency alerts (Tzeva Adom) in Israel with and without live news
Keyboard Shortcuts Reference
Because of all the tech products that have been invented, a keyboard shortcuts ref manager isn't one of them (yet!)
Gemini Prompt Library Ideator
Using Gemini structured outputs to ideate a prompt library for Open Web UI
Text-To-Image-Test-Prompts
Text To Image Test Prompt Library A comprehensive collection of evaluation prompts for testing text-to-image AI models across diverse parameters and use cases. Overview This repository contains a structured set of test prompts designed to evaluate the capabilities of text-to-image generation models. Rather than focusing on formal evaluation metrics, these prompts are intended for end users who want to test how well a model might perform for their specific use cases.… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Text-To-Image-Test-Prompts.
Linux Mcp Clients
A very small list of MCP clients that are available to Linux users, GUIs + CLIs
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.
Prompt Engineering System Prompts
Prompt Engineering System Prompts A curated collection of system prompts designed to assist with prompt engineering activities across various AI platforms and use cases. Last updated: April 6, 2025 Note: This is an ongoing collection. New system prompts are continuously being added to the library. Feel free to check back for updates. Repository Purpose This repository serves as a comprehensive resource for prompt engineers, AI enthusiasts, and developers who want to:… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Prompt-Eng-System-Prompts.
Email-Management-System-Prompts
Email Management System Prompts April 06 2025 A collection of system prompts designed to enhance email productivity, communication, and management. These prompts can be used with various AI assistants to automate and improve email-related tasks. Categories Email Composition Email Template Generator - Creates customizable email templates for various purposes Email Rewriter - Reformats and improves existing email drafts Email Signature Generator - Creates… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Email-Management-System-Prompts.
Data Utilities System Prompts
Data Utilities System Prompts This repository contains a collection of system prompts for configuring AI assistance in data-related tasks. These prompts can be used to set up AI assistants for various data operations, analysis, and management tasks. Categories Data Conversion Tools for converting data between different formats (CSV, JSON, natural language, etc.) Database Helpers Assistants for working with different databases (MongoDB, Neo4j… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Data-Utils-System-Prompts.
Geopolitical System Prompts
Geopolitical Analysis System Prompts A collection of system prompts for AI assistants specialized in geopolitical analysis. These prompts enable AI systems to provide structured analysis, reporting, and insights across various aspects of international relations and geopolitical developments. Repository Structure The prompts are organized into the following categories: regional-analysis/ Specialized prompts for analyzing specific regions and generating… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Geopolitical-System-Prompts.
Career Related System Prompts
Career Utilities System Prompts A collection of system prompts for AI assistants focused on career guidance and job search assistance. These prompts are designed to help users navigate various aspects of career development, from resume writing to job searching and professional networking. Repository Structure The prompts are organized into the following categories: career-exploration/: Prompts for exploring career paths, understanding industry trends, and making career… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Career-Related-System-Prompts.
Speech to Text System Prompts 2
Speech To Text System Prompt Library This repository provides a collection of system prompts designed to transform and refine text captured using speech-to-text technologies. By passing STT outputs through large language models with these specialized prompts, you can achieve cleaner, more structured, and purpose-specific text formats. 📋 The Idea Here is the basic implementation. I don't pretend that this is the stuff of high AI engineering. But it does create quite… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Speech-To-Text-System-Prompts-2.
The Jerusalem Odyssey Text
A 100 page book manuscript generated from a single prompt using Sonnet 3.7
Single Prompt Book
Can AI Write A Book In Just One Prompt? April 09, 2025 The pace of development in AI these days is so fast that it's hard to keep on top of all the latest developments. I've always found it interesting that among all the hotly debated parameters discussed in the most recent SOTA models, the question of how many tokens a model can generate in one continuous output (max output tokmens) seems to be very little discussed. This metric exists independent of the maximum input tokens and… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Single-Prompt-Book.
Jewish AI Assistant System Prompts
System prompts for AI tools which may be useful for Jewish users
Israel Morning News Briefs N8N Perplexity Sonar
Using Perplexity API structured prompting and N8N to deliver a tailored news brief
Agent Network Expander Template
Modelling how AI assistants can ideate the expansion of agent/assistant networks through a simple example-following pattern
System Prompts for Book Authors
System prompts for configuring AI assistants to help book authors including proofreading assistants and book marketing ideation tools
Structured System Prompt Generator
Streamlit generator to aid with the creation of structured prompts
Text Transformation Prompt Combiner
Basic implementation of a prompt concatenation utility for text transformation system prompts for converting transcribed text
Speech to Text System Prompt Library
An updated skeleton library of system prompts for using LLMs to refine STT output
Prompt Library Privacy Screener
Model for a PII screen (using Ollama) for open sourcing prompt libraries safely
Careers Utilities System Prompts
System prompts for AI assistants related to career and job matters
Geopolitical Analysis System Prompts
System prompts for geopolitical related AI assistants and tools
Email Management System Prompts
Writing and email management system prompts for assistants
Prompt Engineering Assistants System Prompts
System prompts for AI assistants designed to assist with various aspects of prompt engineering
AI Orchestration System Prompts
System prompts for AI assistants designed to orchestrate access to other agents
Jewish Interest MCP Projects
Some MCP (model context protocol) servers which might be of interest to Jewish users
Deep Research Projects 0425
A collection of links to a few AI "deep research" projects and agents, April 2025
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
Structured Gemini Prompts
A couple of examples of using Gemini 2.5 with structured outputs in Google AI Studio in order to conduct document analysis.
You Might Like Agent
CLI that generates batches of curated recommendations for movies, books, podcasts, etc
OpenWebUI Bulk Model Updater
Python script for applying bulk updates to models in Open Web UI, changing the base model ID to a preferred value
System Prompt Generation Configurations
System prompts for using AI tools to generate and improve system prompts
AI Agent Ideation Chatbot System Prompt
System prompt (03/25) for a conversational AI agent and assistant idea generator
AI Text Rewriting Toolbox
LLM text reformatting and rewriting toolbox comprised of many system prompts
Writing-System-Prompts
Writing-Related System Prompt Collection This is a collection of system prompts derived from my larger collection of system prompts. The commonality here is that these system prompts are intended for assistance related to writing, specifically text reformatting, editing, proofing. This is a partial collection that will continue to hopefully evolve and grow over time. The system prompts are organised into folders representing a common purpose and within each folder each system… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Writing-System-Prompts.
Writing System Prompts
Some system prompts related to text modification and optimisation for some WIPs
OpenWebUI API Schema Exports
Point-in-time segmented export of the Open Web UI API definition
HA Red Alerts Model Automations
A few automations and hardware recommendations for HA + Pikud HaOref integration
GitHub to OpenWebUI Context Pipeline
Model data pipeline from a Github repository to Open Web UI knowledge using actions
Open Web UI Model Index Public
An index of models that I have open-sourced on Open Web UI Community
Interesting Tech Things
A personal (and open-source) backlog of tech projects to check out
OpenWebUI Model Export Converter
Data processing script for converting manual JSON exports into parsed CSV data
My AI Stack
Periodically updated documentation about current AI stack/favorite components
AI Dev Prompts Example
Examples of AI prompts for code generation (Python GUI) and some notes on emerging "best practices"
Docs Grabber
A quick utility for grabbing docs from Github repos (use-case: providing context to AI tools)
Context Chunker Assistant
A n interactive chatbot approach to chunking context data for embedding into RAG
Linux GitHub Repo Launcher
Github repository search and quick launch utility preconfigured for VS Code & Windsurf
Is Remote Friendly
A taxonomy to categorise companies' variations of "remote friendliness" for personal purposes
System Prompt Factory
A system prompt generation UI that combines model and user characteristics to generate more targeted (but still general) system prompts for LLMs
General System Prompts
Some system prompts intended to (attempt to) configure neutral behavior from LLMs
Thought Pad
Linux desktop application that provides a two-stage process for creating notes from dictated speech (first stage, transcription via Whisper API; second stage light text formatting). Exports to markdown docs.
Open Web UI Prompt Library
A selection of prompts designed for use with Open Web UI (rather than conventional prompts, they're more useful for steering existing conversations)
Homebox Ideas
Tracking repo for some ideas for improving Homebox that I'm going to try develop!
Awesome AI Agents and Assistants
An ecosystem map of the AI agent and assistant building landscape in Feb 2025
Personal RAG Agent Workflow
AI workflows for building personal RAG pipelines with interviewing agents
RAG API SDK Docs Pipeline
Pipeline for gathering useful API and SDK docs for ingestion into a RAG pipeline (for grounding)
LLM Max Token Length 0225
A plot showing the evolution of the max output token length by major LLMs, Feb 2025
Home Assistant Smoke Alarm Config
Documentation and code samples for smoke alarm monitoring in HA
Israel Preparedness Guidelines AI Assistant
AI assistant configuration for proviidng Home Front Command guidelines
Israel to ROW Salary Converter V2
V2 of Israel to ROW salary conversion utility (Streamlit)
Israeli Google Drive Accounting Doc Router
Routes accounting documents through Google Drive
Google Drive Folder Scaffolding Builder
Builds date/year folder scaffolding in Drive folders (with App Scripts)
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
HA Shabbat Dashboard 0125
Simple designed Home Assistant dashboard for Shabbat / Yom Tov times
Personalised AI Idea
Some updated thoughts and sketches for creating personalised AI systems
AI Assistant Template
Template repository for version controlling AI assistant configurations (and associated elements like context data)
Assistant Configuration Improver
Assistant which improves the configuration of assistant configuration texts
Environmental Data - AI Assistants
This repository is a gathering of AI assistants that I've developed for analysing sustainability-related data
Home Assistant YomTov Shabbat 0125
Updated documentation for Home Assistant automations for Shabbat & Yom Tov observance
Personal AI Agent Development Template
A model template/skeleton for creating personalised LLM agents
Personal Context Store Ideation
Prompts generating ideas for developing personal contextual knowledge storage vaults
Just Some AI App Ideas
Gathering repository for various ideas involving AI that I am or have been working on (experiments, etc!)
USB Foot Mouse Linux
Documentation for getting a cheap USB HID foot mouse to work on Linux
JLM Shelters
Interactive map of public bomb shelters and protected spaces in Jerusalem. Community-maintained dataset providing critical safety information for residents during emergencies.
Promise Denied
A website tracking undelivered promises related to hostage negotiations and the Israel-Hamas conflict. Documenting commitments made and their outcomes.
System Prompts Library
600+ curated system prompts for specialized AI assistants. A comprehensive collection of prompts for various use cases including coding, writing, research, and automation.
Gmail Search Strings
Just a few search strings for finding stuff in overcrowded Gmail inboxes!
Perplexity Security 1224
Repository to demonstrate the "security through security" being currently implemented
GVFD Explorer Chatbot V2
Chatbot supporting user discovery of the global value factors database
Context Data Generation Bot
Configuration for an AI assistant to generate personal contextual data (and intended workflow)
GHG Emissions Data
GHG Emissions Data Pipeline Description This repository contains a comprehensive pipeline for processing and analyzing greenhouse gas (GHG) emissions data. The pipeline integrates datasets from multiple sources, including Climate TRACE and Our World in Data, to provide insights into global emissions trends. It supports sustainability reporting, emissions tracking, and climate action planning. Dataset Details Sources and Methodologies The pipeline… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/GHG-Emissions-Data.
Global Value Factors Explorer Dataset
Derivative database of IFVI Global Value Factors for data analysis and visualization use cases.
Emissions Monetisation Calculator
Calculation tool for "monetising" companies' emissions at various proposed social cost of carbon values
Context Waterfall Architecture Notes
A model for routing contextual data into vector storage for use with LLMs
Bias Censorship Evaluation Tests
Some loosely organised experiments intended to probe the levels of political censorship inherent in LLMs
Anonymisation Assistant
Configuration for a large language assistant designed to assist with redacting personally identifiable details in documents
LLM Long Codegen Test
Experiment to evaluate the ability of code-gen LLMs to generate a long continuous (single) output
GHG Emissions Data Pipeline
Data pipeline repository supplying various data visualisation projects
GHG vs EBITDA V2
Another data visualisation series comparing companies' GHG emissions with their EBITDA
Data Projects Index
Data apps and datasets deployed to Streamlit Community Cloud, Hugging Face, and elsewhere.
Sustainability Report Data Extractor
Tool for extracting data-containing pages from sustainability reports
IFVI Value Factors Deriv
⚠️ DEPRECATED - Dataset Superseded by V2 This refactored IFVI value factor dataset has been supplanted by V2. This dataset tracked the V2 of the IFVI release that was updated in March 2025. The V2 of the refactored analytical dataset tracking the GVFD was released on August 20th, 2025 and is now available at: 🔗 IFVI Global Value Factors Dataset V2 Please use the V2 dataset for all new projects and analysis.
Value Factors Data Vis
Streamlit app containing visualisations of the Global Value Factors Database (GVFD) released by the IFVI in 2024
Monetised GHG Emissions
Calculating monetised GHG emissions for various companies based upon disclosure data
Ghg Ebitda Correlations
Streamlit data visualisation examining correlation between emissions & profitability
Eco Ninja 3
Configuration for an LLM assistant that performs analysis on sustainability data
Docs and Notes Index
An index to my various documentation projects, both on Github and elsewhere
Daniels Take On
My thoughts on a few random topics (for my documentation site), to get a bit of space to jot down things besides tech notes
LLM Attribution Badges
Markdown badges for attributing LLM generated (or co-generated) content (using Shields.io)
Prompt Engineering Resources
Lists of resources and tools for prompt engineering and evaluation
Llm Workflow Documentation
Documentation for managing prompts and outputs and working professionally with large language models (LLMs)
Docs Archive
archived documentation gathered from different sources and centralized on this repository.
Gists
Short tech notes (as in Github Gists, but versioned in a repo to sync them to a doc site)
Sustainability Reports Source
Source data and documentation for corporat sustainability disclosures/reporting
GVFD Derivative Docs
Documentation for derivative database of IFVI Global Value Factors Database (GVFD)
Llm Experiment Notebook
Experiments in evaluating various prompting strategies and LLM performance generally
LLM API Price Estimates
Some cost estimates for using LLMs via API versus web UI services (like ChatGPT)
Prompts and Outputs
A vault of over 2,000 prompts and outputs derived from interactions with various large language models (LLMs)
Ghg Emissions Monetisation Calculator
Calculation simulation utility for monetised GHG emissions
Emissions Data Reports
A small selection of GHG emissions datapoints from various sources
My Llm Km Idea
"High level" documentation/thinking for a system I'm working on for storing large language model (LLM) derived information in a graph-backed knowledge base system
Test Markdown Docs
A few formatted markdown files for testing the real-time markdown rendering support of various knowledge management, note-taking and wiki tools
Prototypes
Loose markdown files documenting various early stage projects (ie, prototypes)
My Thoughts On Tech
A first-entry notepad to jot down some notes that may be developed into blogs (or not). My philosophy and lens on everything from AI to backups.
Global Value Factors Explorer
(Non-official) derivative version of IFVI Global Value Factors Database in JSON/GeoJSON to facilitate data analysis projects
Israel Geoinsights
Experimentary repository; using LLMs to analyse geopolitical developments in Israel & the Middle East
LLM Evaluation Prompts
A few prompts that I am storing in a repo for the purpose of running controlled experiments comparing and benchmarking different LLMs for defined use-cases
Israel SITREP Generation Prompts
Propts to generate situational reports (SITREPs) summarising geopolitical developments in Israel & the Middle East (for LLMs)
Google Fonts Hebrew Downloader
A utility for downloading Hebrew fonts from Google Fonts using the API (needs a key)
Promise Denied
Open-source intelligence data project tracking the Iran-Israel conflict. AI-generated analysis, interactive maps, structured datasets, and daily intelligence reports covering Iranian strike operations and coalition defences.
My Llm Context Repo Public
A context repo for experimenting with LLM models. A public version, so some info naturally withheld.
Awesome Obsidian AI Tools
Obsidian plugins focused on leveraging AI & LLMs inside of (and beyond) vaults
LLM Workspace Scaffolder
A quick scaffolding script for populating a repository with folders for organising prompts and outputs, as commonly required when working with LLMs
OpenAI GitHub Repo Index Creator
Simple script for creating a Github index using the OpenAI API
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")
Database Relationship Identifier Postgres
Utility that creates a human-readable manifest of the relationships contained in a Postgres database
Natural Language Relationship Definition
Experiment: trying to create a database schema using natural language
Markdown Templates for LLM Work
Some very basic templates for saving LLM outputs in markdown-friendly notebooks (like Joplin)
Data Relationships Helper
Utility for helping users understand the classic data relationships in RDMSs (M2M, O2M, M2O etc)
Distro Tuner
Quick template for creating a local repo with symlinks to key system files on Linux
Shields Markdown Badges
Markdown badges from the Shields.io project (the ones I like and use frequently)
LLM Workspace Scaffolding
A folder structure (scaffold) for those employing systematic workflows for working with LLMs
My Scaffolding Templates
File structure templates for common projects. More specific templates sometimes have their own repository.
Document Templates
Documentation matters! Some of the templates (in markdown) that I like to use
Israel Rocket Shelter Guidelines
An improved translation of the Home Front Command instructions for finding emergency shelter in Israel
Custom Chat GPT Finder
Utility for identifying newly released custom ChatGPTs shared via the ChatGPT App Store
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!
Awesome LLM Prompt Libraries
An index of prompting libraries for GPTs, including ChatGPT. Some of these are on Github and others are hosted externally.
Random Taxonomies
List of taxonomies generated with GPT for various purposes and open-sourced for ease of reuse
LLM Use Case Self Ideation
LLM-generated documents describing potential use-cases for GPTs & other LLMs across both professional and business contexts with sections describing potential/predicted evolutions as underlying technology advances
Jerusalem Public Shelters
Jerusalem public shelter locations extracted from ODBL licensed sources. Please do not rely upon these for your own preparedness efforts.
Awesome LLM Communities
Great online communities discussing use of LLMs including (but not limited to) ChatGPT
Prompt Library
A repository of prompts I've used when working with LLMs as well as some example outputs and notes
Personalhomepage
My personal homepage - based on the Milky Way Astro theme by Tristen Tomczak
Astro Starter
A few spins on the Astro starter theme to demonstrate some capabilities that I like adding to this framework
Awesome Linux IDEs
IDEs and development tools that work on one or multiple Linux distros. where possible details are noted like the supported distros, programming languages and more.
Tech Ideas
For open sourcing the occasional sparks of innovation I have but lack the time to implement them currently.
Impact Investing Data
A repository for housing visualisations and analyses of data related to impact investing approaches
Awesome Israeli Jewish Home Assistant
Home automation projects that are relevant to people in Israel or Jews generally (e.g. Shabbat and zmanim time integrations)
Home Assistant Dashboards General
General Home Assistant dashboards - screenshots and YAML
Home Assistant Snippets
Little snippets of YAML for HA as I figure out how to make it do stuff. Open sourcing it because .. why not!?
Home Assistant Shabbat Yom Tom
Automations and configurations for Home Assistant specifically intended for the observance of Jewish festivals and Shabbat
Homepage
A homepage for my Github account. This page gives an overview of the projects I'm working on and sharing on Github.
Impact Investing First Entry
A repository for hosting data about impact investing that is not covered by other more specific repositories here.
Outcomes Funds
Data analysis and visualisations performed on data from various sources tracking the establishment and progress of outcomes funds around the world.
Impact Weighted Accounts Demo App
A prototype app for displaying impact-weighted accounting data for products serving data from NFC tags (example deployment: a supermarket)
Impact Weighted Accounts
A repository for hosting data and data visualisations related to the work of the International Foundation for Valuing Impacts and other organizations pioneering the development and adoption of these methods (disclaimer: this is an independent project not affiliated or associated with any particular entity).
Jerusalem Shelters Map
Public good project mapping bomb shelters across Jerusalem. Interactive map helping residents and visitors locate the nearest shelter during emergencies.
Backup Internet Israel
Network schematics and purchasing notes for those interested in provisioning failover and bonded internet connectivity in Israel (using locally sourced hardware)
Mechanical Keyboards
Some markdown documentation for my own reference regarding different Cherry MX mechanical keyboard switches.
Paleo Hebrew
A repository dedicated to housing various projects in Paleo/Proto Hebrew: an ancient variant of the Hebrew alphabet used during Biblical times
Master Backup Strategy
A markdown file summarizing my current approaches for creating 3-2-1 compliant backups of my local and cloud infrastructure including Linux desktop, VMs, SaaS utilities, and self-hosted cloud apps.
Cloud Backup Approaches
Periodically updated markdown documentation summarizing manual / non-programmatic methodologies to back up commonly used SaaS / cloud-hosted software utilities.
Ubuntu Backup Strategy
Various Bash scripts, edited configuration packages, and other resources to be manually applied to a fresh Ubuntu installation.