No description provided
Claude Code server manager template adapter for Proxmox environment
claude-codetemplates
Open source data from the Iran Israel conflict (ongoing)
conflictosintwar
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-codeclaude-code-cliindex-repos
Template for using Claude Code for OSINT-led investigations
claude-codeclaude-spaceclaude-templateosint
Point in time pricing snapshots for ASR (07-12-2025)
Examples of situational reports (SITREPs) to guide agentic generation or general authorship
Voice note taking utility that uses cloud audio multimodal models for single pass transcription and text cleanup
geminitranscriptionvoice-notes
Claude Code agent for generating batches of platform-specific search dorks
Prompt for mapping out nuances in debates
argument-mappingclaude-codeperspective-exploration
No description provided
Group of Smithery MCPs for Claude Code
claude-codeclismcpsmithery-ai
Short collection of MCPs I use / to install for CC on Linux Desktop
Template: use Claude to shortlist potentlal tools/components
claude-codegithubresearch
Template for Claude Code deep research pattern
claude-codedeep-research
AI config / system prompt for reading long reports
system-prompts
Open source data from the Iran Israel conflict (ongoing)
Claude template for analysing global sentiment/reaction to a geopolitical issue
Claude Code plugin for documentation generation, technical writing, README creation, and documentation management workflows.
Example/templaet for using Claude Code repo structure for tech/stack research
claude-codeclaude-spacedeep-researchpattern
MCP to enable AI agents to guide users towards miklatim tziburim (public shelters) in Israel
mcppreparednesssafety
Claude Code model for decision evaluation
ai-experimentsclaude-codeprototypes
WIP MCP for using various cloud ASR models for speech to text / transcription
Template for Claude Code repo for purchase planning
claude-codetemplate
Conversational CMS: model for using a Claude workspace to manage content
blogclaude-codecms
Slash commands for Linux desktop sysadmin with Claude Code (or any other agent)
claude-codelinux-desktopslash-commands
Basic foundational system prompt for cleaning up AI voice transcripts
system-prompttranscriptionvoice-to-text
System prompts for AI agents and assistants (automatically populated); periodic point in time exports are releases
ai-agentsai-assistantsprompt-librarysystem-prompts
An index of prompting libraries for GPTs, including ChatGPT. Some of these are on Github and others are hosted externally.
v4l2 configuration script for Logitech C925e webcam - sets 1080p @ 24fps MJPEG on boot
linuxlogitch-c925evl42webcams
Docker Compose for OpenWebUI + Postgres + Qdrant
My Claude Code slash commands
claudeclaude-codeslash-commands
No description provided
Template for using Claude Code for time-limited or ongoing debugging tasks
Small collection of non-development related uses for Claude Code
claudeclaude-codecliscollections
One big slash command for filesystem tidying
System prompt, slash command, agent
Collection of agent configs for QA-ing a codebase
Prompt for asking Claude to write you documentation
Claude plugin for tidying up repositories from Claude related things
Claude research utility to delineate an emerging tech ecosystem
clauderesearch
No description provided
claude-codestack-researchworkspaces
Template Claude Code repo for workfow and time management planning
claude-codeclaude-spacesclaude-workspace
Obsidian plugins focused on leveraging AI & LLMs inside of (and beyond) vaults
Model/template: using Claude Code to evaluate business ideas
claude-codedecision-makingframeworks
Template for using Claude for household budget management
budgetingclaude-code
Documentation/notes for a "prompt stack" for audio multimodal text processing
asrvoice-technology
The open source coding agent.
Notes/docs for a prompting method for AI agents
agentic-aiai-agentscontext-engineeringprompt-engineering
AI assisted search query (and notes)
AI agent for suggesting suitable LLMs for projects
Claude pattern for generating resource lists
MCP for providing a manually managed LAN directory to AI tools
MCP-CUPS bridge intended to provide LAN clients with priting tools for a networked/shrared printer running on a CUPS backend
cupsmcp
Stack research task 02-01-2026
Template for using Claude Code to streamline website data analytics
claude-codewebsite-analytics
Daniel Rosehill's Claude Code plugin marketplace
claude-code
Template for using Claude Code to track habit development and other "life projects"
claude-codeclaude-spacehabit-development
Israel-specific variant of Claude Code repo template for legal analysis and advice
claude-codeclaude-spacelegal-advicelegal-ai
Template for using Claude Code for legal research
claude-codelegal-ailegal-research
Template/pattern for using Claude Code to tame unwieldly Google Drives without Oauth
claude-codegoogle-drive
Simulated legal aid clinic staffed by AI agents
claude-codelawlegal-ai
Claude Code template for creating version controlled containers for legal files
Claude workspace for preparedness planning (template)
Notes on highly useful tools for digital evidence collection
Github homepage text
Desktop benchmarks Feb 20, 2026
Github repository search and quick launch utility preconfigured for VS Code & Windsurf
githublinux
Claude Code plugin for Linux server administration, service management, and server infrastructure workflows.
Streamlit generator to aid with the creation of structured prompts
ai-assistantsstreamlitsystem-prompts
A repository of prompts I've used when working with LLMs as well as some example outputs and notes
gptllmsprompt-engineeringprompt-tuningprompting
Outline for using various repositories as discrete workspaces for Claude Code
claude-codeindexmeta-repositorymodelspatterns
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-code
Repo model for an iterative deep research model with voice pipeline
claude-codedeep-research
Claude workspace (pattern) for managing a LAN Synology NAS
claudesynology
September 1st 2025 Snapshot
Small resource list of MCP projects related to Israel
agenetic-aimcpresource-lists
Vibe coded starter for a Nano Banana inpainting utility / image editor (Gemini API)
ai-image-editinggemini-apiinpaintinglinux-desktopnano-banana
Some system prompts intended to (attempt to) configure neutral behavior from LLMs
Workspace template for using Claude Code to create digital evidence bundles
LAN management GUI
Updated repo of text transformation prompts (raw STT transcripts -> *). New repo for capturing via automations.
speech-to-textsystem-promptstext-reformatting
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).
agentic-aiclaude-codesystem-recoveryubuntu
Index of Homebox related projects (home inventory system)
homeboxindexes
SPs for configuring "self-debugging" AI assistants and agents
Provides CC MCP installation commands
Personal reference notebook for Claude Code (CLI) usage. Context: Linux desktop (Ubuntu)
claude-codenotebookreference
Collection of subagents for Claude Code with configs spanning ideation, editing, version control
ai-agentsclaude-cliclaude-codecode-generation
Updated and consolidated list of agents that I use and reuse across projects
Pattern/idea for the "too many subagents" problem
claude-codeideasplanning
CMV with AI (pattern/template)
Collection of RSS feeds about news in Israel
israel-newsnewsopmlrss-feeds
GUI for identifying USB devices with lsusb
desktop-utilitieslinuxlinux-desktoplsusbusb
Index of various indexing repos I have created
repositoriesrepository-index
Index for my collections of user and system prompts on Github
A selection of prompts designed for use with Open Web UI (rather than conventional prompts, they're more useful for steering existing conversations)
Community-maintained dataset of public bomb shelters in Jerusalem. Data pipeline for jlmshelters.com
Useful speech to text tools that use Whisper under the hood (API/local)
openaispeech-to-textwhisper
WIP - KDE Plasmoid for displaying the Hebrew calendar date
Dual clock display interface for SBCs
Repository template for using Claude to orchestrate an MVT scan over ADB
Jerusalem Shelters — interactive map and safety guide for locating public shelters (miklatim) in Jerusalem, Israel
preparedness
Real-time global intelligence dashboard — AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
EV Test Events For K811 Wired Gaming Keypad
aliexpresscontrollersmacropads
Public version of resume for AI agents and humans!
Ephemeral agent-to-agent communication relay for agentic CLIs (localhost or intra-LAN). MCP.
agent-to-agentagentic-cliclaude-codemcp
Experimentary implementation of a model real life political body populated by representative AI agents
ai-agentsexperimentsgeopoliticssimulations
Notes / test for creating a version of a resume/CV specifically intended for AI agents
Agent to agent information exchange service
Claude Code plugin for SEO optimization, meta tag management, and search engine optimization workflows.
Slash command for setting up a split human-agent context system in Claude repos
Slash command for splitting up CLAUDE.md
Template for a Claude Code job search space
agenticclaude-code
Awesome list creator using Claude Code
awesome-listsclaude-code
Template repository for creating Claude Code structured workspace in a remote server environment
claudeclaude-codetemplates
Claude Code plugin for writing assistance, proofreading, style editing, and text transformation workflows.
claude-codeplugins
List of resources for voice technology with support for Linux, encompassing STT, ASR primarily as well as dev frameworks.
linuxspeech-to-textsttvoice-controlvoice-control-desktop
Some scripts for saving good multiscreen configs for easy shortcutting and DPMS
An updated skeleton library of system prompts for using LLMs to refine STT output
asrspeech-to-texttext-cleanup
System prompt (03/25) for a conversational AI agent and assistant idea generator
ai-agentsai-assistantsprompt-engineeringsystem-prompts
Claude Code template for using Claude Code as a worksapace for communications strategy and planning
ai-agentsclaude-codecommunications
N8N agent workflow for an agent that recommends fixes to system prompts based on structured user inputs provided by form
Claude Code repos and other resources
agentic-aiclaude-codeclaude-resourcescollectionsindexes
Docs (for self) on how to use Claude Code in conjunction with MCPM
No description provided
Notebook of things I've figured out about installing MCPs - as I figure them out
Model for simple handover management (via docs!) between AI agents
agentsai-agentsdocstask-management
System prompts for using AI tools to generate and improve system prompts
aiai-agentsai-assistantsprompt-engineeringsystem-prompts
Test samples for various microphones with an STT accuracy eval
asrevaluationsspeech-techtranscription
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.
MCP for K3B operations (intended for local use)
digital-archivingk3bmcpoptical-media
File import utility for Sony UX570 digital voice recorder (DVR)
Timestampped notes (non-official!) for Green Invoice API & Webhooks
Template agents.md templates for use with OpenAI Codex
codexopenaiopenai-codex
AI assistant config for building computers and finding accesories from Ivory (Israeli computer chain)
aihome-server
Some custom mode-setting system prompts for Roo Code
No description provided
aliexpresstampermonkeyuser-scripts
A repository that indexes my Github projects
githubindexrepositories
Repo for using Claude Code to manage local servers/homelabs
arpclaude-codehomelab
Claude Code ideating ideas for new applications for Claude Code workspaces, esp in non-tech domains
claude-codeclaude-space
AI experiment: panel + TTS, mini conference/symposium
System prompts for geopolitical related AI assistants and tools
Pipeline of project and app ideas in various stages of development
ideationorganisationpipeline
Pattern for AI assisted development starting from one (long) user prompt
claudeclaude-codespec-driven-development
CLAUDE.md files for repo base levels for bulk mgmt
claude-codeslash-commands
Claude research notebook into ADHD drug access - an important topic!
claude-codedrug-policy
No description provided
claude-codeclaude-spacesideascaffoldtemplate
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.
Utility for unpacking, organising, and transcribing a WhatsApp chat export
whatsapp
System prompts for home inventory and Homebox assistants to speed up repetitive tasks
Syntax notes for those automating on the back of the IDF Home Front Command alert feed
home-front-commandmqttpikud-haorefpreparednesspython
Open source emergency shelter finder (web app)
Snap reports about causes and quantitiative info about hostile missile launches
automationn8nn8n-workflowosintpreparedness
Claude Code workspace for document redaction and identity obfuscation - supporting whistleblowing, source protection, defamation defense, and anonymous publishing
Claude space template for processing Proofmode evidence bundles
chain-of-custodydigital-evidencedigital-forensicsproofmode
Workflow workspace for importing recordings from a DVR and using AI for transcription
Notes (Jan 2026) on setting up failover internet in Israel
documentation
MCP for Gemini multimodal audio transcription with built in post-processing
audio-multimodaldictationgeminigemini-mcpmcp
Idea - using Claude Code in place of Ansible for cross-device updating/sync
ai-agentsclaude-codedevice-sync
Script to clone a few of the main ADKs (agent development kids) for testing/experimentation
adksagentic-aiai-agentsinstallation-utilities
Research and notes for local sysadmin agent
Population utility for creating Claude workspaces
Slash command for fetching news articles for human analysis
claude-codemedia-monitoringpr
Helper utils for generating training data for voice cloning with LLMs
ttsvoice-cloning
Claude template (workspace) for using generative AI to enhance written communications
Download utility for programatically converting a Medium export archive into a full replica of your content with images
Planning/WIP repo fro AI model manager
Exploratory Claude model: multiple agents mimicking a panel debate
Plugin for a structured human and AI context workflow in Claude Code
claude-codecontext-managementplugins
Notes / an idea for a local MCP handler for secrets that works in conjunction with a cloud API
Version of Claude Code server manager template for single board computers (SBCs)
claude-codetemplates
Claude agent directory for managing bash aliases
bash-aliasesclaude-code
A few bash aliases to support efficient Claude Code use
bash-aliasesclaude-code
No description provided
adbandroidclaude-code
Model repository structure for using a Claude Code agent crew for writing related tasks
agentsclaude-codeclaude-code-non-code
Claude workspace for business continuity planning
Claude generated tips for home network migration
A very small list of MCP clients that are available to Linux users, GUIs + CLIs
Template for a Claude Code config at the base of a HAOS filesystem
claude-codehome-assistant
Desktop NFC reader/writer app for ACS ACR1252U
nfc
Utility for switching microphone sources
Linux Electron desktop wrapper for Homebox
Notes, loader for project context as a single markdown file (method)
context-handlingcontext-managementideas
Claude Code repo template for report analysis
claude-codedocuments
Template Claude space for computer upgrade planning
claude-codehardware
Prompt and model for creating agent-specific variants of Bash scripts
Holding repo. Idea: screencast -> editing instructions -> AI agent.
Using Perplexity API structured prompting and N8N to deliver a tailored news brief
n8nn8n-workflowperplexity-apiperplexity-sonar
Template management workspace for using Claude to co-admin a Docker env
claude-codedockerenvironments
Claude Code plugin for video editing, transcoding, video processing, and multimedia workflow automation.
claude-code
WIP/Planning - tracking system for Claude Code
agentic-aiclaude-codetask-manager
Slash command for applying text rewriting instructions to correct for user-defined grievances with AI-generated technical documentation
ai-textclaudeclaude-codetech-writingtechnical-writing
Pattern for using Clauide to help with any piece of writing
Air quality monitoring dashboard for Home Assistant
Periodically updated documentation about current AI stack/favorite components
System prompts for AI assistants designed to orchestrate access to other agents
HA automation for power outage detection
MQTT controls scripts for the NEO NAS-AB02B2 Zigbee siren
home-assistanthome-automationmqttzigbee
List (may update periodically) of vendor CLIs with agentic/tool-calling capabilities
agentic-airesource-list
Simple Python script for batch file renaming operations with OpenAI API
image-renamingopenai
Installer helper (MCP) for my MCPs
Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.
MCP for checking AI API model pricing across providers
No description provided
mcpnasnpmsynology
MCP for performing S3 operations in Wasabi S3-compliant buckets
mcps3wasabi
A couple of resources and .. nomenclature
(Experiment) LLMs argue "who's better" in a podcast
Notes - System prompt / skill for clean repo division with agentic development
AI app to enable smarter management of Github repositories
Local MCP server exposing specialised tools to agents
System prompt for a blunt AI assistant / LLM that gets to the point
ai-characterssystem-prompts
Agent to give websites a Geocities styled makeover
WIP/Planning for a Claude or other agent CLI hook
Desktop utility for catching bugs in the moment
Simple graphics intended to serve as a "this was vibe coded FYI" and attribute model
ai-transparencyiconsvibe-coding
A simple litmus test for assessing whether agentic CLIs are useful for basic desktop admin tasks!
No description provided
Testing how various AI tools handle "stack request" prompts - a staple of my AI use!
Plan/idea for agentic coding
Repository template for an "idea parking" system that uses AI to spec out an intiial idea and spec for later iteration/development
Agent model for taking daily snapshots of work progress
Some Nano Banana Pro cable reference graphics for printing
graphicspostersprintablesreference-charts
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
Slash command for Claude (and agents) to encourage them to avoid reinventing the wheel
agentic-aiclaude-codeslash-commands
Dolphin action for KDE Plasma to quickly invoke RMBG for background removal with support for two-pass and infinite-pass operation modes
background-removalgenerative-aiimage-editingrembg
Agentic web design crew specialising in offbeat designs and client dissatisfaction!
ai-agentsmultiagent-systems
Desktop maintenance utility (WIP/planning notes)
GUI for recording voice notes
Enhanced ChatGPT Clone: Features Anthropic, AWS, OpenAI, Assistants API, Azure, Groq, o1, GPT-4o, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, langchain, DALL-E-3, ChatGPT Plugins, OpenAI Functions, Secure Multi-User System, Presets, completely open-source for self-hosting. Actively in public development.
Index of repositories concerning AI evaluations and experiments
ai-experimentsbenchmarksevaluations
An index to my various documentation projects, both on Github and elsewhere
docsindexes
Indexing repo for HA projects
home-assistantindex
Index of N8N workflows that I have shared on Github
n8nn8n-workflows
Index of repositories involving tech + Judaism
Indexing repo of backup related projects and scripts
backup-utilitiesbackupsindexindexes
Index of listing repositories I have created
index-repoindexes
Various MCP related projects I'm either working on (or have worked on)
documentationindexindexing-repomcpmcp-ideas
Index of repositories related to Israel
Index of my repos related to STT, ASR
indexrepository-index
Periodically updated index of AI agent configurations that I'm working on (or have created)
agentsai-agentsautomationn8nworkflow-automation
Data apps and datasets deployed to Streamlit Community Cloud, Hugging Face, and elsewhere.
data-analysisdata-sciencedata-visualization
Indexing repo for apps created
indexindexes
Index of AI project related indices (master index)
aiindexprojects
Analysis of Deepgram text input
code-analysisdeepgramwayland
Notes (Dec 2025) for an AI technical documentation stack
Docs/notes for deploying a LAN sysadmin solution using MCP
mcpsysadmin
Python GUI and CLI application for printing labels with QR codes on Brother QL-700 label printers
Multiagent simulation exploring potential reactions to a social policy iniative
Ideation notes for internal apps planning
ideation
A markdown note taking application optimise for saving and storing outputs from LLM & GPT interactions (prompts, outputs, agent configurations)
Quick test to see how much of a difference sample intonation makes in single shot voice cloning!
Prompt to request Claude to proactive identify itself and model variant before every new conversation
A compilation of resources (model profiles, benchmarks, docs) for multimodal AI models with audio understanding (esp. focused on ASR and transcription use-cases)
asraudio-multimodalaudio-text-to-textaudio-understandingmultimodal-ai
Taxonomy for Homebox fork
File upload based multimodal transcription tool using the Gemini (via Open Router)
Notes for configuring a reference notebook with Claude Code
claude-codedeveloper-notesdocumentationobsidian
Fine-tuning dataset/plans for text cleanup audio multimodal
Claude-enhanced research for voice control platforms with Linux support
No description provided
Updated AI assisted dev repo template (swap preferred CLI!)
ai-code-generationcode-genscaffoldtemplate
Pattern for a structured docs repository within an environment for AI and humans
ai-code-generationpatternsscaffolds
Claude Code plugin for managing Claude Code configuration, slash commands, agents, and plugin development workflow.
Claude Code plugin for brainstorming, idea generation, project planning, and creative problem-solving workflows.
Claude Code plugin for learning resources, skill development, educational content creation, and knowledge management.
Claude Code plugin for file system organization, folder structure optimization, and file management automation workflows.
Claude Code plugin for security audits, vulnerability scanning, firewall configuration, and system security hardening workflows.
Claude Code plugin for Linux desktop environment management, KDE/Plasma configuration, and desktop system administration.
A specialized workspace for network system administration on local area networks, providing tools for LAN scanning, device discovery, device management, and network operations.
A comprehensive Home Assistant OS management template with 20+ slash commands for health monitoring, backup management, integration support, and automation assistance.
Claude Code plugin for technology research, competitive analysis, technical documentation retrieval, and research workflows.
Slash command for asking Claude Code to document fixes to various target filesystems
claude-codedocumentationmcpnotion
A workflow planning and time management template with agent definitions and slash commands for managing daily, weekly, and monthly schedules.
Claude Code plugin for image processing, photo editing, batch image operations, and visual media management.
Claude Code plugin for audio editing, conversion, processing, and microphone management slash commands and agents.
A workspace template for household budget management using Claude Code CLI with predefined agents, slash commands, and directory structures.
Claude Code plugin for Git version control, GitHub repository management, and collaborative development workflows.
A comprehensive toolkit implementing the CONTEXT.md workflow system for managing human-authored context and agent-ready briefings.
Claude Code plugin for AI tool management, MCP server configuration, and AI workflow automation slash commands and agents.
Controller for AC
Quick util for creating a new repository for iterating on ideas
AI-ideated prompts for single pass audio multimodal transcript formatting
Plan/key allocation for a macropad optimised for heavy daily dictation worklflows
asrmacropadssttvoice-typing
Using AI to idate "what would happen if...?"
"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
Model data pipeline from a Github repository to Open Web UI knowledge using actions
Small collection of subreddits where ASR, STT, voice tech is discussed
asrstttranscriptionvoice-tech
Basic audio pipeline for preparing long audio content for ASR transcription
Notes for fellow cautious trusters of "the cloud"
Notes/ideas for the evolving face of programming jobs!
Claude plugin for refactoring human-developed code-bases for agentic readiness
agentic-codingagentic-developmentclaude-codeclaude-plugins
Documentation for managing prompts and outputs and working professionally with large language models (LLMs)
large-language-modelsllmsprompt-libraryprompt-managementworkflow
WIP to try to create a good STT utility with cloud STT APIs
Snap evaluation to assess the ability of various text to image models to produce generations with correct Hebrew text (pass/fail)
evaluationsgenerative-aihebrewtext-to-image
Small collection of various recs for places, mostly shops in Israel
WIP - system for managing things you star on Github
Some notes from setting up monitoring systems at home
Comparing Whisper fine-tunes versus stock Whisper on local inference
asraudio-evalsevaluationevaluationsstt
Index repository for speech recognition and ASR evaluations
Evaluating various cloud audio understanding models on the transcribe and cleanup workflow/task
Quick eval to try answer a question: how much does speaking pace affect WER/accuracy in ASR?
asrevaluationsstt
Generation script template for singalong vids (from Suno songs!)
karokevideo-rendering
Notes for an MCP gateway model for local and remote
AI workflows for building personal RAG pipelines with interviewing agents
agentsrag
Local AI inference server for AMD GPU users
ailocal-ai
Local transcription app with audio multimodal design
multimodal-aitranscription
A few test prompts to be used when evaluating audio multimodal models
multimodal-aitranscription
Aggregated notes for bug reporting and any fixes identiifed
Notes verifying compatibility between components
Curated list of real‑world AGENTS.md files, templates, guides & tools for OpenAI Codex‑based agents.
Just some random notes for those exporing local AI with ... AMD GPUs!
amdnotebooksrocm
Response to Anthropic's user interview
Some notes about my GPU and compatibility
amdgpurocm
Notes on STT processing chain (for future voice projects)
asrdocsnotessttthoughts
Donetick an open-source, user-friendly app for managing tasks and chores, featuring customizable options to help you and others stay organized
A command-line tool for managing MCP servers in Claude App. Also can run a MCP Server to help you manage all your MCP Servers
Podcast production pipeline for an AI-human co-generated podcast
audio-generationpodcaststts
Program for batching archival onto optical media
Prototype chat UI for lashon hara Q&A
Example repository for agentic AI generated long form report generation
Self-host the powerful Chatterbox TTS model. This server offers a user-friendly Web UI, flexible API endpoints (incl. OpenAI compatible), predefined voices, voice cloning, and large audiobook-scale text processing. Runs accelerated on NVIDIA (CUDA), AMD (ROCm), and CPU.
Notebook on Halachic dimensions of smart home usage and Home Assistant
Testing various permutations in system prompting for raw audio transcript cleanup and comparing multimodal ASR vs. the STT + LLM approach
asrevaluationsprompt-experimentsprompts
Some tests with Sefaria (and other Jewish-relevant MCPs!)
jewish-aijewish-learningjewish-texts
WIP - Multiagentic geopolitcal simulation ideating problem-solving and bridge-building in the Middle East
agentic-aiai-agentsgeopolitics
A collection of links to a few AI "deep research" projects and agents, April 2025
agentsaideep-researchdeep-researcher
Subreddits discussing AI related things!
Backup script for backing up Github Gists
System prompts for research purposes
CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features.
Whiteboard cleanup pipeline and util (local implementation)
image-editingwhiteboard
A Unified MCP Server Management App (MCP Manager).
Plans/WIP for MCP servers
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
personastesting
Fork of Gistpad MCP focused on minimising tool definitions for those who want an MCP for basic Gist operations (approximately CRUD)
gistsgithubmcp
Some system prompts related to text modification and optimisation for some WIPs
Dockerized FastAPI wrapper for Kokoro-82M text-to-speech model w/CPU ONNX and NVIDIA GPU PyTorch support, handling, and auto-stitching
Resource list
FastMCP Server for Sefaria
Helper utility for finding good personal EQ settings
eqsound-engineeringvocals
Notes for a more equitable system for feature requests
Projects bringing technical sophistication to Jewish religious texts and interpretation
Test pipeline: voice context data to Ragie
context-dataragragie
Cleanup audio processing script
System prompts for AI assistants for Linux
Scripts to prevent Android phones from sleeping while connected via USB (keeps ADB working)
Simple GUI around whisper.cpp for voice-to-text on Linux
Voice‑powered typing for Wayland/Hyprland desktops
LLM Council works together to answer your hardest questions
Spec/notes for an AI workspace I have been planning for some time (incl consolidating previous notes)
Validated Whisper fine-tuning script on Modal for FUTO
No description provided
WIP/Plan/Idea: System recovery/rescue utility that seeds Claude Code installation for AI-assisted repair from TTYS/shell
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.
asrstt
Validated fine-tuning script for fine-tuning Whisper on Modal GPU with a preformatted audio dataset
asrfine-tuningsttwhisper
A fork of Deeepgram's Linux starter. CLI -> GUI + hotkey support, API key editing, cost tracking. WIP
Propmts and outputs (and some notes) on STT + ASR + fine-tuning. LLM: Claude
asrstt
An ecosystem map of the AI agent and assistant building landscape in Feb 2025
agentsaiai-agentsartificial-inllms
Some resources for those looking to fine-tune Whisper ASR
Expense processing backend workflow with AI agent for doc analysis
automationn8nn8n-workflow
WIP/Notes for AI post-boot health check
diagnosticshealth-checkubuntu
Daily productivity dashboard/wall panel with Hebrew date and zmanim
dashboardshebrew-calendarpersonal-dashboardswall-panelszmanim
Planning notes for a concept agentic emailing pipeline
Resource list / mapping
A curated list of Israeli-made projects, events, and individuals
A system prompt generation UI that combines model and user characteristics to generate more targeted (but still general) system prompts for LLMs
llmllmsstreamlitsystem-prompts
Claude Code plugin for server infrastructure management, monitoring, deployment, and server administration workflows.
Claude Code plugin for software development workflows, code generation, refactoring, and general development assistance.
Claude Code plugin for Docker container management, containerization workflows, and Docker troubleshooting assistance.
Claude Code plugin for debugging workflows, error analysis, troubleshooting assistance, and diagnostic tools.
Claude Code plugin for managing Conda environments, packages, and Python virtual environment workflows.
Some MCP (model context protocol) servers which might be of interest to Jewish users
No description provided
🎙️ Open Source AI Dictation App ⚡ Type 3x faster, no keyboard needed.
Single shot STT benchmark for long from audio
No description provided
Slash command for notifying colleagues of website updates
An index of models that I have open-sourced on Open Web UI Community
Roo Code (prev. Roo Cline) gives you a whole dev team of AI agents in your code editor.
Template repository for version controlling AI assistant configurations (and associated elements like context data)
Combined indexer for projects on Github and Hugging Face
githubhugging-faceindex-utilitiesindexing
Quick snapshot / notes on MCP consolidation approaches
blogmcpnotesresourceresource-list
Synthetic data containing personally identifiable information
Notes/thoughts on what I think could be a really fertile AI use-case
LLM text reformatting and rewriting toolbox comprised of many system prompts
Planning notes for a tool I've been working on for a while!
planning-notesvoice-typing
A home folder CLAUDE.md snippet to provide guidance on MCP selection
Price comoparison and list
api-pricing
Breaks up texts by approximate reading duration
Some simple data tables for populating a backend for storing prompt runs
datadata-modellingdata-modelserd
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
contextllmllm-inferencerag
Repo pattern/template for defined task handling by an LLM on a remote using MCP-SSH
agentsai-agentspatternsscaffoldstemplates
Modelling how AI assistants can ideate the expansion of agent/assistant networks through a simple example-following pattern
ai-agentspatternstemplates
Point in time collection of some agent development kits (ADKs) to explore
adkai-agentsgoogleadkindex
GUI to facilitate capturing voice data for TTS / voice clone training with LLM synthetic text generation and saving logic (Ubuntu Linux)
ai-trainingfine-tuningstttts
Model/template for using Claude Code for therapy tracking (patients)
claudeclaude-codemental-health
Planning notes for a macropad for STT users
Loose collection of image to image prompts for common transformations
Slash command for AI agents to note who did what!
agentic-aireadmetransparency
Public repository for Skills
A Home Assistant grocery list optimised for the needs of Israeli consumers.
Quick evaluation to find the best STT model in Speech Note (Ubuntu) for my HW
asrbenchmarkingspeech-to-textwhisper
WIP/Plan: extension of slash commands to an actual GUi/program
Speech Note Linux app. Note taking, reading and translating with offline Speech to Text, Text to Speech and Machine translation.
Experiment to see if crying baby audio can be scrubbed with audio inpainting (use-case: WIP parenting and content creation!)
background-noise-removaldeepnetexperimentspocstt
Template Claude Code workspace for managing Conda
claude-codeclaude-spacesclaude-workspacescondapackage-management
General feature requests for tech tools that I use and love!
feature-requestsfrsindexes
Model AI stack and budget (Oct 2025) - for ref, FAQs, etc
ai-stacskgenerative-aistack-documentation
List of vibe-coded starters created with Google AI Studio app builder
ai-appscollectiongemini-clivibe-coding
AI Studio starter - upload voice sample, get EQ preset
audioeqgemini
Index of projects related to context-gathering and generation for AI, including via interview approaches
aicontext
App for extracting context data from voice recordings
Streamlit app for ideating AI assisants
For batch CLAUDE.md creation in large repository collections
bulk-utilitiesclaude-codegithub-repos
Agent that tries to probe other models' capabilities with conversation
ai-agentsevaluationsllms
CLAUDE.md for my home directory on an Ubuntu Linux desktop
claudeclaude-codesysadmin
Visualise how different countries and systems of government approach policy challenges with Gemini identifying clusters
Seeds Claude.md files at common places in Linux Desktop filesystems
Pattern/model for using CC for conducting device level security audits
claude-codelan-auditsecurity
Just a few notes for others who experience sensitivity to sound based on things I've found helpful and mildly life-changing
Gemini app which captures user speech, condenses (LLM), and then synthes
Gemini utility for extracting product data from visual product stickers
Gemini: screenshot and voice narration based timesheet creator
Ideates use-cases for multimodal AI (Geminii)
Career pivot ideation app (AI Studio, vibe coded starter)
Analyses voice data
Upload pics, get ballpark dimensions
Generates SSML from text by inference
gemini-aivibe-coded
Python utility that scans a repo base for requirements.txt to analyse most used packages and suggest base env
ai-analysisclipython
Taxonomies and a few other bits and pieces that might be of use
damdigital-asset-managementtaxonomies
GUI for creating backups of Homebox (with Postgres)
Attempting to map out the various input/output permutations for multimodal AI
Slash command to seed private and public CLAUDE.md files
A conceptual voice to prompt pipeline that attempts to separate instructions from provided context for better results
audio-aidemosproofs-of-concept
Test app "vibe coded" in Google AI Studio: analyse body language from photo plus context
ai-studiogemini-appspocvibe-coded
AI tool to create a bespoke set of licensing terms for a project
Wallpapers of places in Israel and installer
desktop-wallpaperisraelwallpaperswallpapers-library
Create a blog (or other doc) from a voice recording
aiai-agentsgemini
Quick utility for adding FYI type notices to repos that they were vibe coded
Bash scripts for installing a few useful tool groups on Ubuntu with pipx
Configuration for an AI assistant to generate personal contextual data (and intended workflow)
Website footer badge signalling AI "friendliness"
ai-trainingastrobadgesfrontend-componentssvg
Demonstrating a voice to text spec driven development workflow
A curated list of awesome commands, files, and workflows for Claude Code
A couple of feature requests (including my own) discussing context handling in Claude code
ai-clisclaude-codecontext-handlingdocumentationfeature-requests
An abbreviated collection of STT transformation prompts
Demo UI which parses and then runs audio prompts
ai-workflowsdemosvoice-prompting
Description of a pattern I've used to build AI agents for in-depth exploration of specific issues
agentsai-agentsai-projectspersonal-context
Red Alert warning UI design
A clean, stateless AI-powered text transformation tool designed for local AI models and OpenAI-compatible APIs. Each transformation is treated as an independent request with no chat history, optimizing performance for local AI inference.
Basic config/idea for an AI agent(s) to guide rather than "do"
A model multi-agent config for agentic code-gen with an educational "loop"
agent-systemsai-agentsblogsvibe-coding
(WIP) - KDE Plasma widget for displaying local and UTC time in 24 hour format
System prompt for generating diarised transcripts (STT plus stylistic guidance)
Public/emergency shelter locations for emergency preparedness
emergency-sheltersmappingpreparedness
Some desktop wallpapers
Prompts generating ideas for developing personal contextual knowledge storage vaults
Day planner dashboard config with email, calendar, news, IP cam, weather
dashboardsplanners
Clean up handdrawn wireframes/sketches with Nano Banana (WIP)
Because of all the tech products that have been invented, a keyboard shortcuts ref manager isn't one of them (yet!)
Some cost estimates for using LLMs via API versus web UI services (like ChatGPT)
large-language-modelsllm-apisllm-pricing
Experiment - generating a book using a single prompt
Python package for the raster language protocol of the Brother QL series label printers (QL-500, QL-550, QL-560, QL-570, QL-700, QL-710W, QL-720NW, QL-800, QL-810W, QL-820NWB, QL-1050, QL-1060N and more).
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
prompt-benchmarkingprompt-engineeringprompt-evalprompt-evaluation
Lightweight coding agent that runs in your terminal
Starter repo to get started with Sveltekit and Contentful
Planning notes for a personal dashboard 09/25
dashboardsdisplaysnotes
A series of search links for those wishing to drink from the firehose of open-source AI
For having a bit of fun with the absurdity of the AI world we now live in
A collection of system prompts organised by capabilities for testing out various agent/assistant platforms
Context repository to connect to AI tools - things I look for in most software evaluations
Some boilerplate responses to "how do you want ChatGPT to behave"? to play around with creating different chat experiences through simple configs
Project to build a personal dashboard (WIP)
A few friends have asked me what they need to get going with HA so .. a list
Code snippets for automation building and integration (that might be of interest)
Custom instructions for ChatGPT
Basic implementation of a prompt concatenation utility for text transformation system prompts for converting transcribed text
speech-to-texttext-transformations
System prompt for directing an AI agent to begin every output with a sumary of the user's prompt
aichatgptgenerative-aisystem-prompts
System prompts for configuring AI assistants to help book authors including proofreading assistants and book marketing ideation tools
ai-assistantsbook-authorsproofreading
Utility for identifying newly released custom ChatGPTs shared via the ChatGPT App Store
Agent template for generating decision-making algorithms/flow-charts
Structured version of tech stack, including AI tools
Simple n8n agent patterns for learning the ropes or validating MCP calling
ai-agentsautomationn8npatternstesting
ISO standards that I'm frequenlty looking up gathered in one ref
data-referenceiso-standardsreference
System prompts for AI assistants designed to assist with various aspects of prompt engineering
Snippets/building blocks for system prompts
Informal consolidation of ISO-3166 and ISO-4217 for geographic financial analysis
datadata-referencedatasetiso-3166iso-4217
WIP - Computer use agent for routine use of Linux desktop environments (Ubuntu)
🖨 NIIMBOT custom web client/app. Design and print labels with NIIMBOT printers directly from your PC or mobile web browser! Development is temporarily on hold due to lack of free time, hotfixes only.
Gemini app for creating personal podcasts from your AI prompts
ai-agentai-podcastgemini
Backend script for applying bulk model updates to workflows (use-case: updating LLMs in nodes)
llmsn8nn8n-automation
(Experiment) Predefined set of instructions for local agents governing LLM usage and selection
ai-engineeringllmslocal-llmsmodel-selection
Workflow for extracting context data from voice notes and passing them into Pipecone vector database for upserting
ai-workflowscontext-datan8nrag
AI agent template: uses SSH MCP to connect to remotes, probes hardware, generates a structured report. Use-cases: inventorising IT assets, upgrade planning
agentsai
Updated Red Alert template, August 2025
home-assistantpikud-haorefpreparednessred-alert
Gemini.md ("rules") for the home folder / non repo constrained execution for Gemini CLI (model)
Joke configuration for a downtrodden LLM assistant for those needing a break from enforced AI positivity
ai-experimentationjust-for-funllm-system-prompts
AI agent that helps users to explore business ideas and receive first-pass feedback
ai-agentsgeminigoogle-ai
Helps to discard old repositories from a local filesystem (for Linux)
desktop-toolsfile-organisationgithuborganisation
Using Gemini structured outputs to ideate a prompt library for Open Web UI
An open-source AI agent that brings the power of Gemini directly into your terminal.
Planning doc for STT fine-tuning and eval project
A comprehensive camera card for Home Assistant
Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
An mcp for nuclino
No description provided
Some very basic templates for saving LLM outputs in markdown-friendly notebooks (like Joplin)
Experiment testing the "added value" of long context-dense prompts (versus casual converastional prompts) and the value of a voice "prompt optimisation" agent
ai-experimentsevaluationexperimentsprompt-engineering
No description provided
asrevaluationsspeech-to-text
Rules file for Cline
nocodb mcp server
No description provided
Simple GUI for taking on-demand Snapper snapshots
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
MCP for performing basic data ops on a self-hosted NocoDB with Cloudflare Tunnnel auth
apisdatamcpmcp-serversnocodb
No description provided
A streamlined CLI tool for fast repository creation workflow with GitHub integration and IDE support
Configuration for an intermediate agent in voice automation workflows that bridge voice input to other actions
Config for a text redaction agent for voicenote -> * workflows
n8nspeech-to-textsystem-promptsvoice-workflows
Unofficial point in time collection of Nuclino API documentation
apidocument-collectiondocumentationrest-api
Reuseable JSON schemas for structured Ai assistant/agent workflows
No description provided
Lists of resources and tools for prompt engineering and evaluation
prompt-engineeringprompts
Workflow for an agent that answers parenting questions by email with upload to Google Drive
ai-agentsai-automationn8nn8n-agentsnewborns
Configuration for an AI agent for sanitising (redacting personal details) in N8N workflow exports
Android app for finding nearby public shelters in Jerusalem (populated in June 2025 from municipal data)
emergencymiklatimpreparednessshelter
No description provided
Script for listing NFS and SMB shares on a local NAS
networkingnfspython-utilitiessmb
Data processing script for converting manual JSON exports into parsed CSV data
Some configurations for offbeat AI roleplay characters just for fun
Examples of AI prompts for code generation (Python GUI) and some notes on emerging "best practices"
large-language-modelsprompt-engineeringprompting
Builds date/year folder scaffolding in Drive folders (with App Scripts)
Documentation and code samples for smoke alarm monitoring in HA
A model template/skeleton for creating personalised LLM agents
Reference - frontend URLs for Open Web UI
documentationopen-web-uireference
Configuration for an AI agent specialised in interpreting satellite imagery
A project to retrospectively analyse signals of war ahead of the Iran-Israel conflict, June 2025 to inform future preparedness and readiness efforts
Non-official! Home Front Command Android app config settings guides (06-2025)
Home automation projects that are relevant to people in Israel or Jews generally (e.g. Shabbat and zmanim time integrations)
Interactive CLI for cloning your Github repos
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!
Point-in-time segmented export of the Open Web UI API definition
Planning notes for an AI agent / experiment
N8N automation that uses TwitterAPI.io to rertieve real-time social media data about the source of rocket alerts in Israel
ai-agentsn8nn8n-workflowspikud-haorefred-alert
Point-in-time analysis of impact bond data from INDIGO (Government Outcomes Lab, Oxford University)
development-financedevelopment-impact-bondspay-for-outcomessocial-impact-bondssustainable-finance
Lookup agents to assist with standardising datasets with correct ISO values
Implementing an "Open In Windsurf" (AI IDE) context menu element for KDE Plasma
Tech stack and recommendations
A collection of MCP clients.
MQTT notification agent for Linux desktop to receive Red Alert MQTT topic pushes from HA
Israeli Oref Alerts
Experimentary repo to try use an AI IDE as a local agent workspace for local OS debugging
WIP - MCP server for querying Google Map's environmental API to retrieve air quality data for a geolocation
Text transformation prompts library for Audiopen.ai (my customs)
Configuration blocks for Continue.dev code-gen assistants
ai-code-genai-code-generationcontinue-dev
Layered config for a code-gen assistant developed using Continue's clever approach
Font files available from Google Fonts, and a public issue tracker for all things Google Fonts
Sim Studio is an open-source agent workflow builder. Sim Studio's interface is a lightweight, intuitive way to quickly build and deploy LLMs that connect with your favorite tools.
List of some WAQI reporting points in Israel (static snapshot)
OpenAPI version (non-official, made by Actions GPT) for WAQI API
Simple pull script for World Air Quality Index (WAQI) data for integrating with Grafana
Context repository for AI tools providing career info to guide agents, assistants, etc
System prompts for rewriting text in Shakespearan English
News monitoring dashboards focused on Israeli & ME News
A Home Assistant dashboard for emergency alerts (Tzeva Adom) in Israel with and without live news
home-assistantisraelpreparedness
CLI for taking on-demand Snapper snapshots (BTRFS)
A pathfinder repo (index) to some Hebrew language LLMs on Hugging Face
benchmarkshebrewhugging-facellms
CLI for pruning repos on the remote (ie, Github)
Periodically updated spec-sheet for workstation/desktop
GUI for extracting prompts from outputs
A repository dedicated to housing various projects in Paleo/Proto Hebrew: an ancient variant of the Hebrew alphabet used during Biblical times
Pipelines: Versatile, UI-Agnostic OpenAI-Compatible Plugin Framework
A simple, secure MCP-to-OpenAPI proxy server
https://docs.openwebui.com
Informal prompts for testing out text-to-image
A couple of examples of using Gemini 2.5 with structured outputs in Google AI Studio in order to conduct document analysis.
Weird AI experiment #342
Home Front Command Wrapper - non-official, zero warranty offered!
A 100 page book manuscript generated from a single prompt using Sonnet 3.7
ai-text-generationlong-outputssonnetsonnet3-7
System prompts for AI tools which may be useful for Jewish users
Great online communities discussing use of LLMs including (but not limited to) ChatGPT
Model for a PII screen (using Ollama) for open sourcing prompt libraries safely
System prompts for AI assistants related to career and job matters
System prompts for data-related AI assistants
ai-assistantssystem-prompts
Writing and email management system prompts for assistants
Company research agent targeted towards the needs of remote job seekers sourcing detailed information about company backgrounds as well as remote-specific information
agentsai-agents
Python script for applying bulk updates to models in Open Web UI, changing the base model ID to a preferred value
open-web-uipythonpython-scripts
CLI that generates batches of curated recommendations for movies, books, podcasts, etc
agentsai-agentswipwork-in-progress
Desktop app for running batch "ideation" prompts with a local LLM
Agent config for ideating a batch of side hustle ideas!
Ideation agent that generates ideas for AI agents!
A few automations and hardware recommendations for HA + Pikud HaOref integration
we're cooking
A personal (and open-source) backlog of tech projects to check out
A shorthand system I use to organise repositories
A quick utility for grabbing docs from Github repos (use-case: providing context to AI tools)
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
No description provided
A n interactive chatbot approach to chunking context data for embedding into RAG
Dual WA client for the Linux desktop (AI generated)
Because behind every Github profile is (hopefully) a human being!
aibeliefsragthoughts
No description provided
No description provided
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
A taxonomy to categorise companies' variations of "remote friendliness" for personal purposes
Personal bash alias library, public
Some timestampped API pricepoints for speech to text providers
Experiment: two AI agents, each one thinks the other is a liar...
llmsrandom-ai-experimentsweird-experiments
Character sketches for an AI character...
Tracking repo for some ideas for improving Homebox that I'm going to try develop!
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.
notesnotes-appopenaiopenai-whispervoice-to-text
Github Repository
Code snippets for Home Assistant dashboard elements
A vault of over 2,000 prompts and outputs derived from interactions with various large language models (LLMs)
large-language-modelspromptingprompts
Calculating monetised GHG emissions for various companies based upon disclosure data
datasustainabilitysustainability-data
Pipeline for gathering useful API and SDK docs for ingestion into a RAG pipeline (for grounding)
No description provided
A plot showing the evolution of the max output token length by major LLMs, Feb 2025
Utility for quickly opening a Github repo on your computer
AI assistant configuration for proviidng Home Front Command guidelines
V2 of Israel to ROW salary conversion utility (Streamlit)
Routes accounting documents through Google Drive
apps-scriptautomationgooglegoogle-drive
HA dashboards with Israel-specifc entities
Simple designed Home Assistant dashboard for Shabbat / Yom Tov times
Streamlit web UI for editing assistant configuration texts
Some updated thoughts and sketches for creating personalised AI systems
Assistant which improves the configuration of assistant configuration texts
Ideas and feature requests contributed to Github projects
This repository is a gathering of AI assistants that I've developed for analysing sustainability-related data
Updated documentation for Home Assistant automations for Shabbat & Yom Tov observance
Backups a Hashnode blog including the images from the CDN
backup-scriptbackupshashnode
Gathering repository for various ideas involving AI that I am or have been working on (experiments, etc!)
For open sourcing the occasional sparks of innovation I have but lack the time to implement them currently.
Configurations for various models accessed via API
Derivative database of IFVI Global Value Factors for data analysis and visualization use cases.
dataenvironmental-datasustainability-data
Documenting some tools that I'm on active quest to find!
Documentation for getting a cheap USB HID foot mouse to work on Linux
Repository to demonstrate the "security through security" being currently implemented
News monitoring app intended for people living in Israel
Just a few search strings for finding stuff in overcrowded Gmail inboxes!
Scripts for scaffolding folder structures I commonly use
Chatbot supporting user discovery of the global value factors database
A context repo for experimenting with LLM models. A public version, so some info naturally withheld.
The official Python library for the OpenAI API
archived documentation gathered from different sources and centralized on this repository.
Data pipeline repository supplying various data visualisation projects
(Non-official) derivative version of IFVI Global Value Factors Database in JSON/GeoJSON to facilitate data analysis projects
emissions-dataenvironmental-dataghg-emissionsifvi-value-factorssustainability
Calculation tool for "monetising" companies' emissions at various proposed social cost of carbon values
A model for routing contextual data into vector storage for use with LLMs
Documentation for derivative database of IFVI Global Value Factors Database (GVFD)
Some loosely organised experiments intended to probe the levels of political censorship inherent in LLMs
Configuration for a large language assistant designed to assist with redacting personally identifiable details in documents
anonymizationlarge-language-modelsllmswhistleblowing
A utility for downloading Hebrew fonts from Google Fonts using the API (needs a key)
Every front-end GUI client for ChatGPT, Claude, and other LLMs
Experiment to evaluate the ability of code-gen LLMs to generate a long continuous (single) output
Unit exchange calculators for calculations I commonly require
Another data visualisation series comparing companies' GHG emissions with their EBITDA
Tool for extracting data-containing pages from sustainability reports
Streamlit app containing visualisations of the Global Value Factors Database (GVFD) released by the IFVI in 2024
datadata-visualizationsustainabilitysustainability-data
Streamlit data visualisation examining correlation between emissions & profitability
datasustainabilitysustainability-data
Configuration for an LLM assistant that performs analysis on sustainability data
data-visualizationprompt-engineeringpromptingsustainability
Experimentary repository; using LLMs to analyse geopolitical developments in Israel & the Middle East
Calculation simulation utility for monetised GHG emissions
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
Public collection of miscellaneous scripts, mostly for automation
automationbashpythonscripts
General purpose wiki for hosting Gists, how-tos, etc.
Short tech notes (as in Github Gists, but versioned in a repo to sync them to a doc site)
Documentation matters! Some of the templates (in markdown) that I like to use
My thoughts on a few random topics (for my documentation site), to get a bit of space to jot down things besides tech notes
Markdown badges for attributing LLM generated (or co-generated) content (using Shields.io)
Experiments in evaluating various prompting strategies and LLM performance generally
large-language-modelsllm-benchmarkingllmsprompt-engineering
Files that needed to be added to other repositories
An improved translation of the Home Front Command instructions for finding emergency shelter in Israel
A public notebook of some analytical work with datasets
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.
A list of projects I am working on
Markdown badges from the Shields.io project (the ones I like and use frequently)
My personal homepage - based on the Milky Way Astro theme by Tristen Tomczak
Source data and documentation for corporat sustainability disclosures/reporting
My little tech discoveries available for anyone who wants to read them!
A small selection of GHG emissions datapoints from various sources
ghg-dataghg-emissionssustainabilitysustainability-data
A few formatted markdown files for testing the real-time markdown rendering support of various knowledge management, note-taking and wiki tools
Loose markdown files documenting various early stage projects (ie, prototypes)
File structure templates for common projects. More specific templates sometimes have their own repository.
A Node.js wrapper library for Pikud Haoref's unofficial rocket alert API.
A collection of Hebrew fonts from around the internet
No description provided
A folder structure (scaffold) for those employing systematic workflows for working with LLMs
A quick scaffolding script for populating a repository with folders for organising prompts and outputs, as commonly required when working with LLMs
Simple script for creating a Github index using the OpenAI API
A model/template for a custom GPT/LLM agent whose focus is on helping to ideate and improve a technology idea (example: "Output Hub")
Utility that creates a human-readable manifest of the relationships contained in a Postgres database
Experiment: trying to create a database schema using natural language
Utility for helping users understand the classic data relationships in RDMSs (M2M, O2M, M2O etc)
Quick template for creating a local repo with symlinks to key system files on Linux
Little scripts and hacks for working with my favorite database!
A React Framework for building internal tools, admin panels, dashboards & B2B apps with unmatched flexibility.
Jerusalem public shelter locations extracted from ODBL licensed sources. Please do not rely upon these for your own preparedness efforts.
Library of code snippets
List of taxonomies generated with GPT for various purposes and open-sourced for ease of reuse
Scripts for creating taxonomies, mostly Python
ChatGPT-generated Python scripts for various purposes
Various scripts for manually syncing and backing up cloud storage
My public PGP keys
Data analysis and visualisations performed on data from various sources tracking the establishment and progress of outcomes funds around the world.
This repo includes ChatGPT prompt curation to use ChatGPT better.
Tampermonkey scripts for browser automation tasks
Some markdown documentation for my own reference regarding different Cherry MX mechanical keyboard switches.
Various Bash scripts, edited configuration packages, and other resources to be manually applied to a fresh Ubuntu installation.
Periodically updated markdown documentation summarizing manual / non-programmatic methodologies to back up commonly used SaaS / cloud-hosted software utilities.
List of sites with two factor auth support which includes SMS, email, phone calls, hardware, and software.
Network schematics and purchasing notes for those interested in provisioning failover and bonded internet connectivity in Israel (using locally sourced hardware)
A repository for hosting data about impact investing that is not covered by other more specific repositories here.
A repository for housing visualisations and analyses of data related to impact investing approaches
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).
accountingdata-visualizationimpact-transparency
Open Definition source
A few spins on the Astro starter theme to demonstrate some capabilities that I like adding to this framework
A fork of the Awesome list generator modified for simplicity
Jewish Shabbat Yomtov and Holidays times and event
General Home Assistant dashboards - screenshots and YAML
Little snippets of YAML for HA as I figure out how to make it do stuff. Open sourcing it because .. why not!?
Automations and configurations for Home Assistant specifically intended for the observance of Jewish festivals and Shabbat
A homepage for my Github account. This page gives an overview of the projects I'm working on and sharing on Github.
bloggithubhomepage
A prototype app for displaying impact-weighted accounting data for products serving data from NFC tags (example deployment: a supermarket)
Miscellaneous project files
No description provided
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 46 attack waves across four Iranian military operations, each with 87 structured fields covering timing, weapons systems, targets, interception performance, casualties, and escalation indicators. Operation Date Waves Munitions… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Iran-Israel-War-2026.
task_categories:tabular-classificationtask_categories:tabular-regressionlanguage:enlicense:cc-by-4.0size_categories:n<1K
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.
task_categories:tabular-classificationtask_categories:tabular-regressionlanguage:enlanguage:helicense:cc-by-4.0
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.
size_categories:n<1Kformat:textmodality:audiomodality:textlibrary:datasets
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.
task_categories:text-to-imagelanguage:helicense:mitsize_categories:n<1Kregion:us
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.
region:us
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.
task_categories:automatic-speech-recognitionlanguage:enlanguage:helicense:cc-by-4.0size_categories:n<1K
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.
task_categories:automatic-speech-recognitionlanguage:enlicense:mitsize_categories:n<1Kmodality:audio
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.
task_categories:image-to-texttask_categories:image-classificationlicense:cc-by-4.0size_categories:n<1Kformat:imagefolder
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.
license:mitsize_categories:n<1Kformat:textmodality:audiomodality:text
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.
task_categories:automatic-speech-recognitionlanguage:enlicense:mitsize_categories:n<1Kformat:json
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.
language:enlanguage:helicense:mitsize_categories:n<1Kformat:json
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.
size_categories:n<1Kformat:audiofoldermodality:audiomodality:textlibrary:datasets
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size_categories:n<1Kformat:textmodality:textlibrary:datasetslibrary:mlcroissant
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.
task_categories:text-generationlanguage:enlicense:mitsize_categories:1K<n<10Kformat:text
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license:mitregion:us
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.
task_categories:image-to-imagetask_categories:image-to-3dtask_categories:text-to-imagelicense:cc-by-4.0size_categories:n<1K
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.
size_categories:n<1Kformat:imagefoldermodality:imagelibrary:datasetslibrary:mlcroissant
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.
size_categories:n<1Kformat:imagefoldermodality:imagelibrary:datasetslibrary:mlcroissant
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.
size_categories:n<1Kformat:imagefoldermodality:imagelibrary:datasetslibrary:mlcroissant
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.
modality:audiomodality:textdoi:10.57967/hf/6316region:us
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.
size_categories:n<1Kformat:imagefoldermodality:imagelibrary:datasetslibrary:mlcroissant
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.
task_categories:otherlanguage:enlicense:cc0-1.0size_categories:n<1Kformat:json
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.
region:us
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.
language:ensize_categories:n<1Kformat:csvmodality:geospatialmodality:tabular
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.
language:enlicense:apache-2.0region:us
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.
language:enlicense:apache-2.0doi:10.57967/hf/6405region:usfinance
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.
language:enlicense:apache-2.0size_categories:100K<n<1Mdoi:10.57967/hf/6313region:us
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Zapier Apps/Integrations Extracted: Aug 26, 2025
task_categories:text-classificationlanguage:enlicense:apache-2.0size_categories:1K<n<10Kformat:json
⚠️ 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.
language:endoi:10.57967/hf/6312region:us
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.
task_categories:token-classificationlanguage:enlicense:mitsize_categories:n<1Kformat:imagefolder
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.
task_categories:text-generationlanguage:enlicense:mitsize_categories:n<1Kformat:text
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.
task_categories:text-generationlanguage:enlanguage:helicense:apache-2.0size_categories:n<1K
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size_categories:n<1Kformat:parquetmodality:textlibrary:datasetslibrary:pandas
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.
task_categories:text-generationlanguage:enlicense:mitdoi:10.57967/hf/6319region:us
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.
language:enlicense:cc-by-nd-4.0size_categories:n<1Kformat:jsonmodality:text
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.
language:enlicense:cc-by-4.0region:us
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.
license:apache-2.0region:usfinance
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.
language:enlicense:apache-2.0modality:textregion:us
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task_categories:text-generationlanguage:enlicense:apache-2.0size_categories:1K<n<10Kregion:us
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.
language:enlicense:apache-2.0size_categories:n<1Kformat:jsonmodality:text
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.
language:enlicense:apache-2.0region:us
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.
license:apache-2.0size_categories:n<1Kformat:imagefoldermodality:imagelibrary:datasets
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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.
language:enlicense:apache-2.0size_categories:n<1Kformat:imagefoldermodality:image
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.
task_categories:feature-extractionlanguage:enlicense:artistic-2.0size_categories:n<1Kformat:imagefolder
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.
language:enlicense:apache-2.0region:us
🤖 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.
license:apache-2.0region:us
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.
language:enlicense:apache-2.0region:us
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.
language:enlicense:apache-2.0region:us
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.
language:enlicense:apache-2.0region:us
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.
language:enlicense:apache-2.0region:us
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.
language:enlicense:apache-2.0region:us
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.
license:apache-2.0size_categories:n<1Kformat:imagefoldermodality:imagelibrary:datasets
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.
language:enlicense:apache-2.0region:us
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.
language:enlicense:cc-by-4.0size_categories:n<1Kregion:us
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.
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streamlitregion:us
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diffuserstext-to-imageloratemplate:diffusion-lorabase_model:black-forest-labs/FLUX.1-dev
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transformerstensorboardsafetensorswhisperautomatic-speech-recognition
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safetensorswhisperregion:us
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safetensorswhisperregion:us
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transformerstensorboardsafetensorswhisperautomatic-speech-recognition
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diffuserstext-to-imageloratemplate:diffusion-lorabase_model:black-forest-labs/FLUX.1-dev
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transformerstensorboardsafetensorswhisperautomatic-speech-recognition
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transformerspytorchtensorboardsafetensorswhisper
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transformerstensorboardsafetensorswhisperautomatic-speech-recognition
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safetensorswhisperregion:us
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diffuserstext-to-imageloratemplate:diffusion-loraen
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diffuserstext-to-imageloratemplate:diffusion-lorabase_model:black-forest-labs/FLUX.1-dev
Code Snippets & Gists
Quick code snippets, configuration files, and utility scripts. These are not full projects but useful standalone resources.
A Dummy's Guide to AMD GPU Issues on Linux - Understanding RDNA3, TLB Fences, and Kernel Parameters
AMD RX 7700 XT (Navi 32) GPU Freezes on Ubuntu 25.10 / Kernel 6.17 - Debugging Notes
Optimal Audio Input Settings for OpenAI Whisper Speech-to-Text
Mapping an Aliexpress USB HID button click utility to F13 using HWDB (validated on Ubuntu 24.10)
Q&A summary of a conversation with ChatGPT about Android phones with dual USB-C ports and the benefits of this rare feature.
Fix Electron app sandbox crashes on Linux (Ubuntu/KDE) - No comments
MCP Proxies, Gateways, Routers & Federation Tools - December 2025
Conda Environment Strategy for AMD ROCm GPUs - Minimizing Disk Usage
KWin window rule for attaching IP Cam Viewer to a dedicated 7-inch monitoring screen
ROCm 6.4.4 + PyTorch 2.7.1 Docker Image - AMD RX 7700 XT Compatibility
Chatterbox TTS Local Generation Benchmark (AMD ROCm)
Speed Up Linux Boot by Deferring Services Until After Graphical Desktop (KDE Plasma / systemd)
Fix for "Deep Noise Remover Not Available" in Easy Effects on Ubuntu
Prevent ComfyUI custom nodes from overwriting PyTorch ROCm with CUDA version
Docker Layering For PyTorch ROCm In Action - How to build efficient AI/ML image stacks
FFmpeg GPU-accelerated video compression using VA-API (AMD RX 7700 XT on Ubuntu 25.04)
Fix OpenCL/GPU acceleration for AMD Radeon on Ubuntu (ROCm)
Kdenlive 25.08.3 VAAPI AMD crash on RX 7700 XT/7800 XT (Navi 32)
Adding MCP Router to Claude Code CLI
Snapcast Multi-Room Audio Setup with Music Assistant and Home Assistant
Extended F-Keys (F13-F35) - Linux Kernel, XKB, and Qt Support Reference
F13 Key Not Recognized on KDE Wayland - Troubleshooting and Fix Attempt
CH57x 6-Button Macropad Setup Guide (Linux) - Romoral/AliExpress
Whisper ACFT Model Size Reference for FUTO Voice Input (And My Performance Notes) - Whisper CPP
Choosing Epochs for ASR (Automatic Speech Recognition) Fine-Tuning - Whisper, Wav2Vec2, and Similar Models
ydotoold systemd user service - Wayland input automation daemon
Wayland Virtual Keyboard Solutions on Ubuntu 25.10 KDE Plasma - What Works
Low-Power Desktop Operation: Power Consumption & Reboot Frequency for Always-On Display Use
GPU Resource Consumption Analysis: Multi-Display Workload Calculations for AMD RX 7700 XT / 7800 XT
Building a 6+ Display Linux Workstation: GPU Options, Technologies & Best Practices
AMD RX 7700 XT Maximum Resolution Specs & Adding a 5th Display on Linux (Beyond Physical Outputs)
Comparison: WhisperX vs Faster-Whisper vs OpenAI Whisper for AMD GPU ASR
Disable USB sandboxing globally for all flatpak applications on Linux
Fix for StreamController (Elgato Stream Deck) not detecting USB device on Linux
Docker Resource Usage Analysis - Idle Container Overhead on Ubuntu 25.10 with AMD ROCm
Windsurf Rules 11-09-25
date-notation
Tampermonkey - open custom GPTs in a new tab
Scrape your custom GPTs
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Google AI Studio Direct Links For Bookmarking - 20 Oct 2025
showing utc in facer pro
Functioning code block for installing Cloudinary cloud mcp
Context 7 MCP
Nov 6 long list of Whisper STT tools for Linux to try out!
Claude Code NPM to native package management
How to Create a File Association for .parquet Files with Tad on Linux
Easy PyTorch + ROCm Setup for AMD GPUs (Docker Recommended)
AMD Radeon RX 7700 XT GPU Freezes on Ubuntu 25.10 with KDE Plasma (Wayland) - Diagnosis and Remediation
Fix for USB keyboard not being recognized after reconnection on Linux
Fix for Eaton UPS (5E) not connecting with NUT (Network UPS Tools) on Linux - kernel hid-generic driver conflict
How to Install and Launch Cloudflare WARP GUI on Ubuntu
Claude Code - Subagent Frontmatter
The Busy AI/ML Engineer's Guide to Linux and GPUs - How to Avoid Spending Your Life Debugging Drivers
Speech-to-Text Engines GPU Inference Guide: AMD ROCm vs NVIDIA CUDA (2025)
AMD GPU Acceleration Technologies Explained: ROCm, HIP, Vulkan, OpenCL & More (2025)
Managing ROCm + PyTorch for STT Applications on Linux: Conda vs Docker vs Other Approaches
Docker Image Layering: Stop Re-downloading Heavy Dependencies (PyTorch, ROCm, CUDA)
How to get UV Python environments to auto-activate in VS Code (Insiders) - OS: Ubuntu Linux
Installing Cloudflare WARP on Ubuntu - Complete Guide
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LAN redirect wiith Opnsense and Haproxy
How to automate pulling and pushing all Git submodules from a master repository using Git aliases and VS Code tasks.
Tapo cams and RTSP
Qwen 3 Open Router Model Names
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Yolox models download
Using (dynamic) state variabless in TTS messsages in Home Assistant
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Creating new notes in Nuclino with its API
Creating Nuclino notes via N8N automations
Home Assistant Media Folder Path (HAOS)
Updated Windsurf rules
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Transforming Unix/Epoch Timstamps to Unreadable Time in Grafana
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Setting up auto-pushes for YADM
Improving voice input quality on Ubuntu for STT / dictation
EasyEffects Input Source Selection with PipeWire
Alerting zones used by Pikud HaOref
Basic fix prompt for text transformation
Simple model instructional agent workflow
An example of a structured system prompt
Global rule config for Windfsurf IDE
How to set windsurf as the default IDE in GitKraken
Unsubscrdibe link search template for Gmail
Pollen alergens reporting system for Google Pollen API
System paths for JSON MCP configs on various IDEs (Ubuntu 25.04)
24-Hour UTC and Local Time Display in Grafana Clock Panel
Documenting the unexpected resolution to debugging cascade launch issues on Ubuntu (Chrome extension!)
A few (example) single turn / instructional system prompts for AI assistant configs
System prompt for coding copilots that are transparent about being a bit ... unpredictable
Cline global rule to make sure MCP servers get installed in VS Code Insiders
Making Taskade look better on Ubuntu
Staying Updated with arXiv: Podcasts and Tools for Research Summaries
Do Zigbee Networks Really Need Repeaters? Clarifying the Role of Range Extenders in a Mesh Setup
Overview of AI Tools Fine-Tuned for Mathematical Calculations and CSV Data Manipulation
Comparing enterprise and consumer preferences in adopting large language models (LLMs), highlighting models favored by businesses that are less known among general consumers.
Thoughts on various manners in which LLMs can be stratified and classified
Overview of GUI and CLI tools to detect and manage sensitive content in Markdown files to prevent accidental publication.
Overview of utilities designed for Btrfs-to-Btrfs backups using snapshots and send/receive functionality.
Have real user generated collections of recorded AI outputs being systematically gathered?
Explains Bluetooth audio quality limitations with voice transcription across Windows and Linux, and whether using Ubuntu or other distributions changes codec support for improving HFP audio.
Can static site generators (SSGs) handle content generation at scale?
Are prompt engineering techniques still being discovered as LLM capabilities emerge or is it a static and time limited field?
Explores how AI playgrounds have evolved from developer testing tools to full-featured user interfaces for broader business and non-technical use cases.
Are terminal user interfaces (TUIs) still being actively developed, or are they legacy tools? This summary explores the resurgence and ongoing development of modern TUIs across different workflows.
Explains how large language models (LLMs) can analyze new or real-time information despite having a training data cutoff, using methods like in-context learning and retrieval-augmented generation.
Handwritten signatures are commonly used as security features. From a tech standpoint, this seems a little primitive. Is it really "viable"?
Analysis of whether legacy internet technologies like DSL and coaxial cable will remain relevant as fiber optics become the dominant standard.
Why connecting directly to an external database is generally discouraged in favor of using an API, with a summary of related security and architectural considerations.
Comparison of databases versus simple text repositories like Obsidian for search and indexing, highlighting the technical advantages of structured data systems.
Exploration of the feasibility, risks, and current examples of totally uncensored large language models (LLMs), including technical, ethical, and regulatory considerations.
Overview of Android apps that use AR and AI to estimate room dimensions by analyzing video feeds and referencing real-world objects.
Advice for choosing a mobile or desktop dictation app that enables long-form voice input for generating prompts to use with large language models like Perplexity, without the need to save unwanted notes.
Approximate accuracy comparison between locally hosted Whisper models of varying sizes (tiny, small, medium, large), based on their typical Word Error Rates.
Overview of technologies and workflows used in professional newsrooms and control centers for monitoring global news, inspired by a user who has built Grafana dashboards for similar purposes.
Updated workflow suggestions (as of May 2025) for backing up Reddit posts using lightweight tools like Markdown, Notion, automation services, or browser extensions.
As of May 4, 2025, this document explores Android applications that integrate voice recognition, interaction with large language models (LLMs), and the capability to save responses, catering to users who prefer dictating prompts with natural pauses.
Best voice note apps for capturing thoughts during walks, with support for pauses, transcription, and cloud syncing.
How to set up a personalized system using LLMs and news APIs to receive concise updates only when significant security developments occur in Israel.
Practical strategies and tools to manage and block nuisance emails from sales reps after signing up for tech product trials, especially for professionals evaluating multiple services.
Overview of terminal environments and workarounds that support Right-to-Left (RTL) text rendering, including recommendations for improved RTL compatibility.
Cloud-based and self-hosted frontends that support integration with the Anthropic API for building chat interfaces (as of May 2025).
Summary of an email exchange with Anthropic Support (Feb–Mar 2025) on optimizing prompt caching for long conversations in Claude's API.
CGPT on why to use Android tablets specifically designed for kiosk mode operation
Hands-Free Android: Tools for Voice-Driven Control Beyond Typing
Securing Linux Desktop Authentication with NFC: Cards, Readers, and Best Practices
Exploring alternatives to XEV for monitoring keyboard and mouse presses (ChatGPT)
Conversation regarding input devices popular among CAD users (ChatGPT)
AI conversation discussing alternative data entry mechanisms beyond voice and text
AI chat: how did fast charging become a 'thing' so suddenly? What enabled it?
Q&A summary of a conversation with ChatGPT about Bluetooth headset battery drain when connected to multiple devices, including an inactive computer.
Q&A summary of a conversation with ChatGPT about the network impact of using 20–30 Zigbee smart switches for task tracking.
Fine-tuning Whisper - real-world accuracy benefits
Using WebDAV with Cloudflare Tunnel and Cloudflare Access via Service Tokens
How to Navigate Terminal-Based License Agreements During Installation
Comparison of Wi-Fi Speed and Performance Between 5 GHz and 6 GHz Bands
Resetting the `public` Schema in PostgreSQL
Manual methods for disabling quotas in BTRFS filesystems
Windsurf language server / Cascade login bug report
My custom instructions for ChatGPT, 020525
Centralizing the management of local LLMs on a Linux file system (how, why)
Basic Prometheus scraping script to grab WAQI air pollution data for a station
CGPT authored NTS: overwriting files in Linux w/o manual recreation
NocoDB SQL fix for accidental data deletion
VS Code Voice Dictation Toggle Commands
Which package to install on Linux when there are many options....
APT Install vs. Gdebi
Configuring a YubiKey for presence-only authentication on Ubuntu Linux
Associating WhatsApp links with Rambox on Ubuntu
Update forked repo
Hugging Face Credential Setup
Nicer timestamps in N8N
Context Data Generation Interviewer
Disabling Chrome caching
Prevent Host DNS Caching on OpenSUSE Tumbleweed, Keep Cloudflare DNS
Connecting to Home Assistant OS via a Cloudflare Tunnel & A Network Gateway
An idea for the Astro site for the Discord community
Get A Shell On A Docker Container
Caddy configuration for a simple Ghost CMS Blog
Self Hosting Metabase Community Edition On Google Kubernetes Engine (GKE)
Stop your SSH connection from disconnecting by configuring a 1 hour timeout interval (Ubuntu Linux)
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MySQL backup for cron
Backup Wordpress archive custom post-byline.php
Rsync amended syntax.md
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Rsync commands from pulling from hosting (remote source SSH) to local
Redshift man page for people without patience
My Redshift configuration
lxde-rc.xml
Script to automatically resume Shtisel on Netflix