Project Feed
What I've been building across GitHub, Hugging Face, and beyond.
Iran-Israel War OSINT Analysis
Open source intelligence analysis tracking the ongoing Iran-Israel conflict.
promisedenied.com →Jerusalem Shelters Map
Public good project mapping bomb shelters across Jerusalem.
jlmshelters.com →SITREP Israel
Situation reports on Israeli security developments — newsletter, RSS, and Telegram.
sitrepisr.com →Foot-Pedal-Dictation-Routing-KDE-Wayland
Routing one foot pedal to several dictation engines on KDE Wayland: why key collisions are deterministic not racy, and the xremap config that fixes them
Claude-Mental-Health-Templates-Index
Index of Claude Code templates, plugins and workspaces for mental health work a person does on their own material — issue-bounded workspaces, therapy tracking, appointment preparation, and the portable personal context layer underneath them. A subindex of Claude-Code-Projects-Index.
Claude-Personal-Context-Plugin
Claude Code plugin: builds and maintains a persistent, portable background context layer — intake interview, ingestion of existing material, gap analysis, scoped retrieval, maintenance, export. Plain markdown in a store you own; explicitly not model-managed memory.
Claude-Therapy-Workspace-Template
GitHub template for working through one bounded personal issue with Claude Code — sessions, threads, timelines and a handover for a real appointment. Issue-scoped by design; background context lives in a portable store outside the workspace, not in model-managed memory. Not therapy.
KDP-Publishing-Plugin
Claude Code plugin: typeset a print-ready Amazon KDP paperback with Typst. Trim geometry biased to KDP's US standard sizes, a full-wrap cover built last from the interior's measured extent, mechanical pre-flight, and an upload folder. Production only — it does not write your book.
Claude-Monitor-Research
What a multi-pane Claude Code workflow actually needs from a display, measured in text cells rather than inches
Claude-Foundations
The foundational layer of a Claude Code setup, indexed as one system: five slots — entrypoint, reference context, standing directives, procedures, capability — the repos that own each, and the order to adopt them in.
Claude-SOPs
Keep your own standard operating procedures as a private, versioned markdown library that Claude Code reads on demand — one CLAUDE.md pointer, one index, one procedure per run.
Computer-Monitor-Purchase-0812
Purchase research for a computer monitor (display panel) — spec capture, candidate evaluation and landed cost
Obsidian-Research-Vault-Template
GitHub template for AI-assisted research that produces a working Obsidian vault, not a folder of markdown. Committed .obsidian/ config, frontmatter schema, wikilink discipline, note templates, canvas — plus a CLAUDE.md that makes an agent honour all of it. No community plugins required.
Claude-Voice-Notifier
Planning repo: Claude places an outbound phone call to deliver a one-time, task-specific spoken notification on your behalf. Twilio + per-call agent instructions.
Sensory-Notebook
An open notebook on sensory sensitivity — research Q&A with sourced answers, alongside my own sensory profile, story and the recommendations that actually worked. Not medical advice.
Claude-Tooling-Prior-Art
Public record of prior-art scans for Claude Code tooling — does a plugin/MCP/skill already exist for this, or is it blue sky? Dated verdicts, with the searches that produced them.
Claude-Breakout
The breakout pattern: routing an idea that surfaces mid-task into its own repo and its own agent, without derailing the work in flight. Built on Claude Code's cross-session SendMessage/ListAgents layer.
Agent-IVR
Idea repo: what if a phone menu had a branch for machines? "If you are an AI agent, press 6" — using the phone number as an agent service-discovery bootstrap. Twilio mechanics, A2A integration, prior art.
AI-Assisted-Policymaking-Index
Index of repositories that use AI to formulate and explore public policy — manifestos, policy papers, multi-lens deliberation runs, and the research workspaces behind them. Policy made with AI, not policy about AI.
Israel-ADHD-Medication-Access
A documented, redacted case record of trying to obtain prescribed ADHD medication in Israel — the published rules, the referral loop, and the regulation nobody mentioned
zalias
Bridge shell aliases and zoxide: name a directory whatever you actually call it, and let z find it. Aliases become real zoxide entries, so fuzzy matching and frecency apply to them too.
Claude-For-Mayor
An AI-assisted municipal platform for a candidate who doesn't exist — a Jerusalem mayoral manifesto built properly: testimony, evidence, comparator cities, costed proposals, and a rule that nothing is promised unless the municipality actually holds the lever.
Claude-Shopping-Eval-Demo
A demo of using Claude Code as a consumer purchasing assistant — spec + retailer catalogue screenshots in, ranked recommendations as a typeset PDF out.
Claude-Fleet-Traffic-Shaper
Priority-aware traffic shaping for a fleet of concurrent Claude Code sessions — spec and prior-art research
Agent-Reference-Workflows
Index of repositories that each demonstrate one agentic workflow end to end — kept as working context for designing plugins: what the workflow is, where it worked, and where it broke.
Agentic-Purchase-Pipeline
A staged, agent-supported process for evaluating any purchase over ~$50: capture the spec, find the requirement no vendor publishes, revise the spec as research lands, and decide on landed cost. With a full worked example.
Virtual-Macropad
A software macropad for laptop users: press a leader key, a grid appears, press one more key, the macro fires.
AI-Commander-2026
A gag voice assistant for Ubuntu. Real speech recognition, retro-futurist theatre, deliberately zero side effects.
repo-purge
Prune git working copies and their GitHub repositories: one alphabetical list of every repo under a directory, a window and a keystroke-driven review CLI, and deletion locally, on GitHub, or both
Claude-Plugin-Workspace-Vault
An architecture for Claude Code plugins that do sustained work: a public plugin, a private workspace instantiated from a template repo, and a vault at ~/.claude-plugins/<name>/ for user data. Three legs, three lifecycles.
spec-led-certification-plugin
Claude Code plugin: choose a certification specification-first — interview, freeze a weighted scorecard, then survey and score the market against it. Packaging of the Spec-Led-Certification template repo.
Spec-Led-Certification
Choose a professional certification spec-first: write the requirements, then survey and score the market against them. An agent workflow, as a template repo.
Claude-RTL-Email
Send email in right-to-left scripts (Hebrew, Arabic, Farsi, Urdu) that actually renders RTL. Claude Code plugin: dir=rtl HTML templates + send skill for Google Workspace MCP or Resend.
Typst-Hebrew-Letter
Typst template for formal letters in Hebrew — RTL, David Libre, dual Hebrew/Gregorian dating
Israel-MNOs-Ref
Reference dataset on Israeli mobile network operators (MNOs) and MVNOs — hierarchical JSON with schema, spectrum holdings, PLMN codes and sourced confidence levels
homegoods-taxonomy
HomeGoods Taxonomy v1 A hierarchical classification of the physical goods in an ordinary home or small business, with a physical handling attribute layer attached to every class. Modelled on the Harmonised System — HS codes classify goods for customs, and answer what duty is payable. This answers a different question: What does this object need from the box it is in, and what should it be stored next to? 30 Electronics & Computing 3008 Storage Media 300801… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/homegoods-taxonomy.
Habits-Of-Claude
Standing habits for an AI coding agent — one file per habit, assembled into a user-level system prompt block. Generalises Document-As-You-Go.
Israel-Phonebook-Manager
Claude Code plugin for creating and maintaining Israeli phonebook entries in Google Contacts — counter vs call-centre hours, Shabbat and chag closures, seasonal timetables, star and 1-800 numbers that don't connect from abroad, languages of service
HomeGoods-Taxonomy
A general-purpose hierarchical category taxonomy for household goods, for home inventory systems
netek-disconnect-plugin
Claude Code plugin: cancel Israeli service subscriptions (ניתוק) via netek.co.il — mobile, internet, landline, TV, water bars, newspapers, credit cards. Unofficial API.
contact-support-plugin
Claude Code plugin: contact vendor support desks from a registry of verified, dated contact routes — ticket URLs, abuse addresses, plan SLAs, escalation ladders, and the routes that look right and are dead. Ships verified for Twilio.
stack-evaluator-plugin
Claude Code plugin: component-level technology stack review — inventory, EOL/currency, architectural gaps (caching, backups, queues), fitness, and a sequenced revision proposal with an execution brief. Re-runnable per repo with persistent state.
Agent-Briefing-Gateway
Design model for an orchestration agent that buffers a human from a batch of working sub-agents — one consolidated brief per cycle, a budgeted override channel, and resumable approval gates
Driving-Checklists
Aviation-style pre- and post-drive checklists for Android, with a vehicle quick-reference and an Android Auto surface
Freight-Vol-Calculator
Claude Code plugin: freight volume arithmetic - pallet quantity across 11 standards, container loads palletised or floor-loaded, master-carton permutations, and freight cost per unit from your own rates.
Logistics-And-Supply-Chain-Resources
Curated index of open-source logistics, supply chain, warehousing and procurement projects
label-printer-plugin
Print labels on a Brother P-touch from Claude Code: MCP server + plugin. Single labels, N copies, batch runs, QR-coded asset and storage templates for inventory.
Claude-Israel-Opening-Hours-Plugin
Claude Code plugin: check opening hours for Israeli businesses, including hours stated relative to Shabbat — combines Google Business and easy.co.il with Hebcal candle-lighting/havdalah times.
audacity-transcription-presets
Export presets, silence-trimming settings and macros for turning an Audacity recording into a file optimised for Whisper/AssemblyAI transcription
Spec-Standard-Research
Research into specification standards for agentic / spec-driven development
Israel-Open-Data-Changelog
Unofficial month-by-month changelog of what appeared on Israel's data.gov.il open data portal, reconstructed from the CKAN API
storage-container-dimensions
Industrial Storage Container Dimensions Planning-grade volumetric reference for the plastic containers that European and North American warehouses actually run on: Euroboxes (Euro stacking containers), attached-lid containers (ALCs), and VDA 4500 KLTs. Two tables: Config Rows What it is default → containers.csv 48 One typical row per nominal size. External and internal dimensions, usable capacity, the spread of what vendors publish, lid and nesting behaviour… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/storage-container-dimensions.
Israel-SIP-Phone-Planning
Planning notes for SIP/VoIP phone service in Israel — requirements, provider evaluation, number porting, and hardware/softphone setup
EUPAL-Dolly
DIY rolling dolly from a 120x80 plastic Euro pallet — caster spec, BOM and mounting design for an apartment move on Euroboxes
noisycity-api-blueprint
Blueprint for a public API for citizen-derived urban environmental data — noise, particulates and vibration from volunteer-operated monitoring stations. Planning repo; noisycity.org is a placeholder.
Israel-Reference-Repos
Index of Israel-related reference material: standards, regulations, classification codes, datasets, directories and translated official guidance.
Hardware-Blueprints-Index
Index of repositories that document physical hardware builds — bills of materials, sourcing, wiring and enclosure specs, and firmware plans
Unofficial-MCP-Builder-Plugin
Claude Code plugin for authoring and maintaining unofficial MCP servers for third-party APIs — generate from the vendor's docs (verified against the live API), detect upstream drift, and smoke-test against real operations.
paperless-tax-mcp
Unofficial MCP server and API documentation for paperless.tax (Israeli bookkeeping SaaS) — community reverse-engineering effort
Document-As-You-Go
A drop-in system prompt and slash command that make coding agents capture what they discover — undocumented APIs, auth flows, dead ends — instead of losing it when the session ends.
israel-expense-classification-codes
Israel Tax Authority Form 6111 business expense classification codes as machine-readable JSON, plus the separate income tax and VAT deduction rules. Unofficial.
Dot-Cart
An open, interoperable file format (.cart) for ecommerce shopping carts, designed for agentic AI
Claude-Background-Hook-Planner
Placeholder — planning repo for a Claude Code background hook planner
3D-Models
Shared 3D character models (Corn, Herman) for My Weird Prompts games and projects
race-to-the-shuk
🫓 Corn the Sloth vs Herman Poppleberry race through Jerusalem dodging giant falafel to grab the last pita in the shuk. Ridiculous 3D browser game.
israel-wifi-regulations
Community reference: WiFi/RLAN spectrum rules in Israel (2.4/5/6 GHz) to help configure APs legally. Unofficial, dated snapshot — official authority is the Ministry of Communications.
image-sanitiser
Detection-assisted image redaction studio for Linux — find QR codes, faces and PII in photos, obfuscate them, and verify they're gone.
warehouse-apartment
Field manual for a home storage & moving system built on industrial logistics standards (Euroboxes, pallets, picking bins) — born of Israel's tenancy-at-will rental market.
MK-Claude
An AI-assisted political platform experiment for Israel — a detailed, researched manifesto for a party that doesn't exist
rdi-template
Canonical seed scaffold for the RDI (Research → Decide → Implement) development pattern
electra-central-ac-ir-codes
Broadlink IR codes + reverse-engineering methodology for a central (ducted) Electra/Tadiran air conditioner
Agent-Native-Dev-Protocols-0726
Research: is anyone building an agent-native protocol for the SDLC (specs, task graphs, progress state) — or is it still markdown all the way down? (July 2026)
eurobox-standard
The Eurobox (600x400 crate) standard: VDA 4500 source document, human-readable summary, and parametric 3D-printing skeletons for the 60x40x23 and 60x40x31 variants
ptouch-cube-print-bridge
Turn a Brother PT-P710BT (P-Touch Cube Plus) into a networked label printer: USB print bridge on a home server + web-app integration snippets
Printables-Index
Index of my printable reference posters — print-ready wall posters built from HTML/CSS and rendered with Vivliostyle
Eurobox_Poster
Printable wall poster of the Eurobox / Euro-container system: 600x400 module, footprints, standard heights, pallet and TEU loads. Print-ready PDFs in three sizes.
HA_Blueprints
Placeholder repo for Home Assistant blueprints I use (mostly by other authors)
dictamic
Fix laptop internal-mic voice recognition accuracy on Linux: PipeWire WebRTC AGC pipeline + monitor GUI (.deb)
lsrecent
Directory listing grouped by recency (today / week / month / quarter / older) with a per-directory ls override mechanism
gerber-prime-6000-mqtt-bridge
Local MQTT bridge (HA discovery) for Gerber Prime 6000-series relay/shutter controllers — no vendor cloud
gerber-prime-6000-local-api
Unofficial local HTTP API (no cloud) for Gerber Prime 6000 / PSC05 smart-home controllers — reverse-engineered notes + Python/curl/Home Assistant samples
DaVinci-Resolve-Linux-Setup
Getting DaVinci Resolve Studio working on Ubuntu 25.10 with an AMD RX 7000 GPU — distrobox + ROCm OpenCL + Wayland workarounds.
Google-Fonts-Tools-Index
An index of utilities for installing and using Google Fonts, with a focus on Linux installers (CLI + GUI), libraries, and AI skills.
Label-Printing-Resources
Index of open-source utilities, drivers, and bridges for label printers (Brother, Niimbot, Dymo, Zebra, etc.) — Linux-focused.
PT-P710BT-Label-GUI
GUI for printing labels on the Brother P-Touch Cube (PT-P710BT) — Ubuntu/KDE, wraps ptouch-print
Claude-User-Context-Pattern
A depersonalised reference pattern for organising user-level (~/.claude/) context for Claude Code: a lean CLAUDE.md that routes to topical context/*.md files.
Israel-Open-Data-Catalogue-Translations
Hebrew/English translation mapping for every dataset on data.gov.il
Israel-Open-Data-Catalogue
Israel Open Data Catalogue (data.gov.il) A bilingual (Hebrew/English) snapshot of the entire dataset catalogue published on data.gov.il, Israel's official open-data portal. The data.gov.il portal is Hebrew-only in its UI. This dataset is intended to make the underlying catalogue navigable for non-Hebrew speakers and to give researchers a single, durable, date-stamped reference point. What's in each snapshot The primary artefact is catalog.json — a single merged file… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Israel-Open-Data-Catalogue.
Israel-Agent-Skills-Dev-Index
Index of WIP skills-development repos feeding into Israel-Agent-Skills-Dev / Claude-Israel-Agent-Skills-Plugin.
Israel-Mortgage-Research-Skills
WIP skills basket for Israeli residential mortgage research (track mix, BoI rules, DSR/LTV, bank quirks). Verified skills graduate to Israel-Agent-Skills-Dev.
Israel-Property-Research-Skills
WIP skills basket for Israeli property due diligence (Tabu, tik binyan, shimush choreg, comps). Verified skills graduate to Israel-Agent-Skills-Dev.
Easy-Effects-Manager
Claude-Controller plugin for managing Easy Effects on Linux: preset library, autoload bindings, level testing, voice-dictation setup
Claude-Shopping-Demo--2
model for a claude shopping research tool customised by shops + tasks
Noisy-Voice-Notes
Noisy Voice Notes A small, hand-curated set of real-world voice notes recorded over roughly a year by a single speaker (me — Daniel Rosehill), captured in everyday environments rather than a studio. Most clips contain meaningful background noise: traffic, café chatter, kitchens, public transport, wind, kids, etc. They are deliberately not clean. The dataset is intended as a small evaluation / probing set, not a training corpus. Each clip ships with the original transcript plus a… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Noisy-Voice-Notes.
Claude-Hardware-ID-Annotation-Plugin
Identify and annotate hardware components from photos — circuit boards, motherboards, ICs — with overlays, datasheet cross-checks, and structured BOMs.
Claude-Agent-Relay-Plugin
Direct agent-to-agent communication and coordination within a LAN. MCP relay server + Claude Code plugin.
Aliexpress-Shopper
Claude Code plugin for browser-driven AliExpress shopping via Claude in Chrome — search, read listings, compare tabs, apply filters, find similar, plus bundled userscripts (Find Similar, Hide Combo Deals).
Browser-Scripts-Index
Index of Daniel Rosehill's browser userscripts (Tampermonkey / Violentmonkey / Greasemonkey)
AliExpress-No-Combo-Deals
Userscript to hide combo deals (bundles, multi-buy promos) from AliExpress search and product pages
Agent-Wiki-Idea
Exploring what a wiki looks like when its primary readers are AI agents — vector-native, tool-driven, no pages.
Android-Media-Importer
Claude Code plugin: move or copy media from a connected Android phone using user-defined mappings, MIME-based routing, optional date-folder + orientation-split layouts.
Claude-PII-Scanner-Plugin
PII scanner: credentials, generic PII, and personal-inventory matches across files, directories, and git repos.
Claude-Background-Removal-Plugin
Claude Code plugin: remove image backgrounds via rembg with Dolphin right-click integration
Claude-Donetick-Plugin
Claude Code companion plugin for donetick-mcp — chore management against a self-hosted Donetick instance
Claude-PA
Passive-aggressive PA system for Claude Code — barks status updates over a speaker, escalates across the house via Home Assistant
Claude-OS
Multi-plugin installation/setup utility for using Claude Code to orchestrate multiple parts of daily Linux desktop computer use.
Claude-SOP-Writer-Plugin
Project-scoped Claude Code plugin for authoring SOPs and decision flowcharts, compiling to printable PDFs via Typst, and assembling multi-document binders.
Claude-KDE-Plasma-Plugin
Claude Code plugin: KDE Plasma (Wayland) runtime utilities — KWin, plasmoids, panels, virtual desktops, shortcuts, themes, KDE Connect, Klipper, Baloo, kscreen, KWallet.
Electra-Desktop-Controller-KDE
KDE Plasma desktop controller for Electra air conditioners
Claude-MD-Tester
Joke / parody / character-heavy Claude Code configs — kept separate from the serious style toolkit.
Claude-Style-Switcher
Prompts and snippets that shape Claude's behaviour — tone, output style, response shape. Drop-in fragments for CLAUDE.md or output-style files.
Pinecone-GitHub-Repos-Sync
Daily GitHub Action: mirrors non-archived danielrosehill GitHub repos into Pinecone (daniel-personal/github-repos) with stale-record deletion.
The-Lobby
Design sketch for a neutral, authenticated venue where two AI agents can meet, prove identity, and execute tools against one another with an audit trail.
Meet-Me
Idea (part 1/2) for an agent to agent calendar-booking system using agent skills and a sandboxed A2A environment
Prompt-Context-Separator
Reproducible system prompt for use in agentic AI pipelines for preprocessing prompts to deconstruct them into prompt(s) and contextual data subelements
Claude-Hopper
Skills for hopping between Claude Code sessions on Linux: spawn, handover, resume.
Claude-Code-Hacks
Small tricks and temporary workarounds for Claude Code — every hack timestamped, since the harness usually fills gaps quickly.
Scraping-And-Data-Extraction-Resources
Curated index of scraping and data extraction tools, with a focus on packaging web data for AI agents
Therapy-Tracking-Plugin
Claude Code plugin for organising therapy reflections — pre/post-session notes, goal tracking, voice-memo structuring. Not therapy: organises notes only.
JLM-Air-Quality-Analysis
Halachic relabeling, cross-city control analysis, and validated findings for the Jerusalem-Air-Quality-Shabbat dataset
Claude-Decision-Evaluation-Framework-Plugin
Apply 20+ classical decision-making frameworks to any major decision — parallel multi-lens analysis, cross-framework synthesis, and Typst PDF export.
Google-Contacts-MCP
Minimal MCP server for the Google People API — read-only contact search/lookup. Companion to Claude Code's schedule-manager plugin.
Claude-Jewish-Utilities-Plugin
Claude Code plugin: shabbat times, zmanim, parsha, hebrew date conversion, upcoming holidays, daf yomi
Claude-Schedule-Manager-Plugin
Personal schedule, task, and meeting management — Calendar+Todoist+Workspace MCPs, firehose routing, agenda/minutes lifecycle, wrapup/morning-brief day cycle.
Jewish-Texts-Reference-Plugin
Plugin for looking up Jewish religious texts, bundling Sefaria MCP
AI-Dev-Repo-Template-1
Template repo seeded with every primitive from AI-Dev-Workspace-Primitives. Click 'Use this template' to scaffold a new AI-assisted project.
SECRETS.md
Secrets manifest primitive — names, vault locations, retrieval CLI (e.g. 1Password op), rotation posture. Never values. Part of AI-Dev-Workspace-Primitives.
SCAFFOLDS.md
Preferred scaffold or scaffolds-library reference primitive defining repo structure. Part of AI-Dev-Workspace-Primitives.
STYLE.md
Brand style primitive — palette, fonts, assets, logos. Part of AI-Dev-Workspace-Primitives.
DOCS.md
Documentation style guide and writing-preferences primitive. Part of AI-Dev-Workspace-Primitives.
LOG.md
Raw agent work-log primitive (markdown or JSON entries). Part of AI-Dev-Workspace-Primitives.
PREFERENCES.md
Persistent stack preferences primitive (model hierarchies for OpenRouter, preferred libraries). Part of AI-Dev-Workspace-Primitives.
RULES.md
Guardrails and authorizations primitive — what agents may and may not do. Part of AI-Dev-Workspace-Primitives.
PROCESS.md
Project-specific development process primitive (review, release, branching, testing). Part of AI-Dev-Workspace-Primitives.
TOOLS.md
Necessary / available tools primitive, typically referencing a centralized tools vault. Part of AI-Dev-Workspace-Primitives.
PROJECT.md
Overarching project plan, major architectural decisions, and decision history (replaces MEMORY.md). Part of AI-Dev-Workspace-Primitives.
BUDGET.md
Financial constraints and cost-mitigation primitive for cost-aware agent reasoning. Part of AI-Dev-Workspace-Primitives.
SPEC.md
First-entry authoritative project specification primitive. Part of AI-Dev-Workspace-Primitives.
ENVIRONMENT.md
Development and deployment environment primitive (toolchains, runtimes, Conda, GPU). Part of AI-Dev-Workspace-Primitives.
USER_PROFILE.md
Per-repo user profile primitive — collaborative / out-of-VC overrides for the user-level profile. Part of AI-Dev-Workspace-Primitives.
AI-Dev-Workspace-Primitives
Index of AI dev workspace primitives — root-level UPPERCASE.md context files for AI-assisted projects.
GROUNDING.md
Whitelist of authoritative URLs for agent grounding (official docs, canonical specs). Part of AI-Dev-Workspace-Primitives.
Jerusalem-Air-Quality-Shabbat
Jerusalem Air Quality — Weekday vs Shabbat Twelve months of 5-minute-resolution air-quality readings from 12 monitoring stations across Jerusalem, formatted for analysing the weekday vs Friday vs Shabbat (Saturday) pattern in urban pollution. 📊 Companion analysis repository: danielrosehill/JLM-Air-Quality-Analysis — exact halachic relabeling, cross-city control analysis (London + New York), and the figure set summarised below. Reproducible scripts included. The motivation:… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Jerusalem-Air-Quality-Shabbat.
Home-Assistant-Mgmt-Plugin
Claude Code plugin for managing Home Assistant — REST API + SSH, with externalized per-host config
Proxmox-Mgmt-Plugin
Claude Code plugin for managing Proxmox VE hosts — SSH + Proxmox API, with externalized per-host config
Synology-Mgmt-Plugin
Claude Code plugin for managing Synology NAS — SSH + DSM API, with externalized per-host config
Opnsense-Mgmt-Plugin
Claude Code plugin for managing OPNsense routers — SSH + API, with externalized per-host config
Prompt-Categorizer-Notes
Notes for a small classifier that splits prompts into prompt/context/host-instruction tracks for agentic pipelines
Prompt-Separation
Prompt-Separation Voice-typed podcast prompt transcripts decomposed into structured fields: discrete prompts (asks), a list of context chunks, and free-form host_notes. The dataset supports training a small model that, given a single voice-typed message, recovers the structured fields an AI host would consume — separating "what is the user actually asking?" from "what is the surrounding context?" from "how should the response be shaped?". Source Prompts come from the… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Prompt-Separation.
KDE-Time-Blocks-Widget
Modular KDE Plasma 6 desktop widget — local time, UTC, Gregorian date, and optional Hebrew calendar as reorderable cards
Awesome-Hebrew-Fonts
Collection of Hebrew fonts, installer for Google Font distributed versions, and some resources
AI-Audio-Editing-Tools
Curated index of AI audio-editing tools for agents — skills, CLIs, MCPs, podcast pipelines
AI-Image-Editing-Tools
Collection of AI image-editing tools for agents — skills, CLIs, MCPs
AI-Video-Tools
Collection of AI video production tools — ComfyUI, MCPs, agent skills, and agentic video frameworks
Claude-Vault
Production Claude Vault meta-plugin: per-project activation of dormant plugins and MCP servers. See Claude-Vault-Idea for design.
Claude-Vault-Idea
Idea capture: a meta-plugin holding a personal vault of plugins and MCP servers, activated selectively per project, to mitigate the eager plugin description loading problem at user level.
AI-Video-Production-Template
Per-project workspace skeleton for AI-generated video. Pairs with the ai-video-production-lifecycle plugin.
Claude-AI-Video-Producer-Plugin
Drive an AI-generated video project end-to-end: brief, models, characters, script, storyboard, pipelines, assembly, export.
Domain-Finding-Tools
Point-in-time collection of open-source domain-finding tools, with a focus on AI agent skills, Claude Code skills, and MCP servers (compiled April 2026, may not be maintained)
AliExpress-Israel-Skill
Planning notes for an AliExpress skill (Israel buyer focus) — to be folded into the Israel shopping plugin
AI-Safety-Projects-Index
Index of AI safety, ethics, and responsible AI development repositories
Responsible-Agent-Skill-Development
A suggested code of practice for ethical AI skill development — decoupling dev/published workspaces and sanitising auth-posture documentation.
Voxcast
Speak. Reshape. Send. — A serious voice-to-text Android app powered by OpenRouter + Gemini.
Context-Engineering-Resources
Resource index of tools and utils related to context engineering and mgmt
Claude-Eval-Runner-Plugin
Claude Code plugin for scaffolding, running, documenting, and publishing AI evaluations — with a curated ground-truth list of open-source eval tools baked in.
Claude-Resource-List-Builder-Plugin
Claude Code plugin: build, maintain, and audit curated GitHub resource lists with AI-driven categorisation.
Awesome-AI-Evaluations-Tools
Collection of frameworks and tools for AI evalations, including tool-use, agentic AI, MCP, and multimodal
Claude-Skill-Definer
Multimodal workspace for defining Claude Code skills from voice notes, videos, images+text, or written specs.
Claude-Data-Visualisation-And-Publishing-Plugin
Claude skills for data visualisation using common libraries
Claude-Data-Wrangler-plugin
Data cleaning, enrichment, restructuring, and packaging skills for Claude Code
AI-Data-Utilities
Curated list of open-source AI tooling for data work — agents, chat-with-data, visualisation, cleaning, and resource lists.
State-Of-Claude-Context-0426
Q&A notes: exploring where context bloat is most liable to accure given the current shape/engineering of the Claude Code harness and current primitives
AI-Presentation-Builders-Index
Point in time aggregated list of utilities for creating slide decks/presentations with AI agents
Claude-Israel-Agent-Skills-Plugin
Collection of Israel-specific skills for Claude Code and other agentic CLIs
Claude-Local-Web-Capture-Plugin
Claude Code plugin: capture geo-restricted web content (Israeli news, prices) via the user's own IP. Headless-first escalation ladder.
Jerusalem-Honking-LLM-Council-Run
Concrete policy-ideation council run for a Jerusalem local-governance challenge around car-horn use
LLM-Council-Policy-Ideation
LLM Council variant for local-governance policy ideation — six specialist lenses deliberate on a policy problem, Chairman produces a Policy Ideation Report
Claude-LLM-Council-Creator-Plugin
Claude Code plugin for scaffolding new LLM Council projects (Template / Grounded / Decide / Bespoke)
Whiteboards
Whiteboards A small, single-author whiteboard corpus for evaluating vision-language models on handwritten OCR accuracy and for studying pseudotext hallucination — the failure mode where a VLM invents plausible-but-wrong words for ambiguous handwriting. Every image is the same wall-mounted whiteboard, same marker, same author, photographed with a phone. This is deliberate: the dataset exists to measure whether a small number of human-authored ground-truth pairs can improve… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Whiteboards.
LLM-Council-Decide
LLM council that evaluates a user-presented decision through a panel of formal decision-making frameworks — pros/cons, weighted matrix, pre-mortem, 10/10/10, SWOT, Six Hats, WRAP — with a Chairman synthesis
LLM-Council-Homehunter
LLM council for house/apartment hunting — user provides context + objectives, council recommends a search spec with explicit tradeoffs and compromises
Whiteboard-OCR-Few-Shot-Learning
Exploring various vision AI workflows for whiteboard processing
LLM-Council-V3
LLM council model that adds context - prompt separation and prompt actuation to the basic model by Karpathy
Monitoring-The-Situation
Curated index of open-source projects for situational awareness, geopolitical monitoring, and information-fusion dashboards (news grids, video walls, ops-center COPs).
Claude-Meta-Dorker
Agent-readable search manifests documenting advanced URL params for websites. Intended consumer: AI agents.
Claude-For-OS-Mgmt-Research
Research workspace on using Claude / Claude Code for OS management
Claude-Code-Feedback
Claude Code plugin for filing well-formed bug reports, feature requests, model-behavior reports, and docs issues against anthropics/claude-code
Claude-Green-Invoice-Ops-Plugin
Green Invoice plugin providing Green Invoice/ Morning MCP and skill definitions to Claude Code
Claude-Task-Queuer-Plugin
Simple Claude task actuator for adding task mgmt to repositories with support for agent sorting
CAMEO-Codebook
Unofficial machine-readable (JSON/YAML) extraction of the CAMEO codebook used by GDELT/ACLED
World-Geopol-Fora
Stub repo: machine-readable data about real-world geopolitical bodies for use in multi-agent AI simulations modelling political reactions
Claude-Israel-Shopping-Plugin
Shopping plugin intended for Israeli residents covering domestic purchasing channels, common B2C overseas channels (Aliexperss, Amazon, iHerb), and with some data and search pattern mappings. WIP!
suno-prompt-builder
Desktop app (Tauri + React) for building Suno music prompts — slot-based composer, BPM slider, searchable library of 317 seed prompts
Israeli-Open-Source-Projects
Curated index of interesting open-source Israeli projects (data sources, civic tech, finance, careers, real estate, smart home, media). Sibling to Israeli-AI-Tools-And-Ecosystem.
Claude-FX-Pair-Analyst-Template
Claude Code workspace for FX pair analysis — historical data, quant/econometrics, vol modelling, geopol context, Typst PDF reports. Part of New-Repo-From-Template-Plugin.
Arch-And-Interiors-Index
Resource list for sharing with my favorite architect (my wife) — tools, repos, and mad dabblings.
Iran-Israel-Grounding-Package
Multiagent grounding pipeline designed for geopolitical intelligence/OSINT projects and pipelines
Public-Docs
Centralised repository of public-facing formatted documents, chronologically indexed
Claude-Sysadmin-Homelab-Plugin
Claude Code plugin: sysadmin and homelab workflow — diagnose, status, config, services, logs, alias, hardware-probe, with linux/docker/conda/proxmox/nas/adb/sbc/remote-admin variants.
Claude-Workspace-Foundational-Plugin
Claude Code plugin: workspace foundational workflow — generic workspace scaffolds, context/memory maintenance, report parsing, inventory analysis, web analytics, and template discovery primitives, with generic/context-management/report-parsing/inventory/web-analytics/template-discovery variants.
Claude-Dev-Tools-Plugin
Claude Code plugin: dev tools workflow — scaffold-repo, audit-code, retrofit-claude, code-review, templatize, handover, with repo-scaffold/retrofitting/code-review/templatization/session-continuity variants.
Claude-Technical-Docs-Plugin
Claude Code plugin: technical documentation workflow — README authoring, reference docs, changelogs, tech-stack capture, markdown conversion, fix-note archival, with api-reference/code-docs/environment-docs/dev-notebook variants.
Claude-Rudder
Claude Code plugin: meta-tooling workflow — context-break evaluation, CLAUDE.md chunking, MCP command generation, primitive selection, and claude-code feedback filing, with context-management/mcp-integration/feedback-filing/primitive-selection variants.
Claude-Ideation-Planning-Plugin
Claude Code plugin: ideation and planning workflow — capture, evaluate, rank, simulate, and plan ideas, with ideation/single-idea-eval/multi-idea-ranking/feature-ideas/decision/simulation/idea-capture variants.
Claude-Career-Plugin
Claude Code plugin: career planning workflow — /log-role, /compare-offer, /track-application, /salary-benchmark primitives, with planning/job-search/salary variants.
Claude-Legal-Investigative-Plugin
Claude Code plugin: legal and investigative workflow — log-evidence, analyze-document, redact-content, generate-brief, with legal-research/evidence/osint/document-analysis variants.
Claude-Knowledge-Documentation-Plugin
Claude Code plugin: knowledge documentation workflow — index-topic, cross-link, build-taxonomy, version-doc primitives, with wiki/resource-library/process-docs/experiment-report variants.
Claude-Personal-Planning-Plugin
Claude Code plugin: personal life planning workflow — log-entry/review-progress/set-goal primitives, with diary/health/family/house-search/preparedness/therapy/personal-dev variants.
Claude-Research-Space-Plugin
Claude Code plugin: research workflow — source-log/summarize-sources/deep-dive primitives with deep-research/technical/osint/georeaction/stack/ecosystem/competitor variants.
Claude-Purchasing-Plugin
Claude Code plugin: purchasing workflow — intake, research, compare, evaluate, recommend, market-check, preference memory, and hardware-rig profiling primitives, with general/tech-procurement/recommendations variants.
Claude-Content-Writing-Plugin
Claude Code plugin: content writing workflow — draft, proofread, version, publish, style guides, with writing/blog/opinion/document variants.
Claude-Audio-Production-Plugin
Claude Code plugin: audio production workflow — normalize, VAD, transcribe, diarize, podcast assembly, with engineering/podcast/transcript variants.
Claude-PR-Media-Work-Plugin
Claude Code plugin: PR and media monitoring workflow — scan coverage, summarize press, draft responses, comms strategy, with monitoring/response/strategy variants.
Claude-Transcription-Plugin
Claude Code plugin: audio transcription workflow — denoise, VAD, transcribe (Gemini/AssemblyAI/Whisper), clean, structure, export, with cloud and local engine backends.
Claude-Debugging-Plugin
Claude Code plugin: debugging workflow — capture logs, isolate issue, diagnose error, track bugs, with code/system/issue variants.
Claude-Smart-Home-Plugin
Claude Code plugin: smart home workflow — Home Assistant, Snapcast multi-room audio, Plex media server ops, with HA/audio/media-server variants.
Claude-Shopping-Plugin
Claude Code plugin: consumer shopping workflow — find product, compare vendors, check availability, with Israel and generic region variants.
Claude-AI-Engineering-Plugin
Claude Code plugin: prompt engineering workflow — craft, eval, catalog, version, search prompts, with library/factory variants.
Claude-Media-Library-Plugin
Claude Code plugin: media library workflow — catalog, tag, search, sort, dedupe assets.
Claude-Budgeting-Plugin
Claude Code plugin: personal budgeting workflow — log transactions, categorize, forecast, track goals, monthly reports.
Claude-Desktop-Manager-Plugin
Claude Code plugin: Linux desktop management workflow — check system, install packages, apply config, troubleshoot hardware, review logs, update system.
Claude-Filesystem-Organiser-Plugin
Claude Code plugin: filesystem organisation workflow — scan, dedupe, cleanup, rename, sort for local directories and Google Drive, with local/gdrive variants.
audio-voice-id-plugin
Claude Code plugin for speaker diarization, voice enrollment, and identification
Geopol-Forecast-Council
Lean geopolitical forecasting council: 5-model panel, grounded SITREP, structured predictions per horizon, deterministic Typst report
Hypothesis-Council
Hypothesis-testing variant of the LLM council pattern — 3 diverse models (Sonnet, Grok, MiniMax) via OpenRouter, Sonar grounding, Typst report
Audio-Understanding-Bitrate-Eval-0426
Empirical eval: how MP3 bitrate affects transcription accuracy across every audio-input LLM on OpenRouter (Gemini, GPT-Audio, Voxtral, MiMo). April 2026.
Audio-Understanding-Bitrate-Eval-0426
Audio Understanding — MP3 Bitrate Evaluation (April 2026) Empirical eval measuring how MP3 compression bitrate affects transcription accuracy across every audio-input LLM available on OpenRouter. 📝 Blog post: MP3 Bitrate Sensitivity in Audio-Multimodal LLMs 💻 Code & methodology: github.com/danielrosehill/Audio-Understanding-Bitrate-Eval-0426 TL;DR Ran a benchmark across 12 OpenRouter audio-multimodal models × 4 dictation samples × 5 MP3 bitrates (16/24/32/48/64 kbps)… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Audio-Understanding-Bitrate-Eval-0426.
desktop-ops-workspace-template
Per-machine SQLite ops log workspace paired with linux-desktop-plugin. Local-first memory for Claude-driven Linux desktop management.
Claude-Code-Bugs-And-FRs
Staging area for Claude Code bug reports and feature requests before filing upstream at anthropics/claude-code
Claude-User-Memory-Plugin
Claude Code plugin: user memory and personalization workflow — recall, save, and inject persistent facts across sessions.
Agent-Assisted-Purchase-Research-Index
Index of templates, agent skills, and demos for the pattern of using AI agents to drive consumer purchase research — spec-first, then product matching, then availability checks
Skill-Creation-Research
Open research workspace for Claude Code skill creation — patterns, best practices, skill authoring experiments
USB-Button-Remap
Remap a generic USB HID button (vendor 5131:2019) to F13 on Linux/Wayland using keyd
Handy-Bugs-And-Ideas
Bugs, regressions, and feature ideas for the Handy offline STT app — observed on Ubuntu/KDE/Wayland
Live-Typing-UX-Research
Claude-assisted technical research into live voice typing implementation approaches, focusing on inference, patterns, etc.
Geopol-Forecaster-Predictions
Geopol Forecaster Predictions Structured predictions extracted from multi-agent geopolitical wargaming simulations run by Geopol Forecaster. Dataset Structure File Description runs.csv Simulation run metadata — scenario, model pool, runtime, timestamps predictions.csv Discrete testable predictions with probability estimates, time horizons, actor attribution, and denormalized run metadata assessments.csv Post-prediction accuracy grades for predictions whose… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Geopol-Forecaster-Predictions.
mcp-file-staging-service
Lightweight HTTP file staging service for MCP servers on remote machines — bridges the binary transfer gap in MCP protocol
LLM-Council-Grounded
LLM Council app - grounded multi-model deliberation with peer review and synthesis
Iran-Regime-Change-Forecast-1004
Geopol Forecaster run: probability of forced regime change in Iran (+1 week / +1 month / +1 year). 10-actor simulation + 6-lens council. Headline: <1% / 1-3% / 4-9%.
LLM-Council-Template
Template for creating LLM Council apps - multi-model deliberation with peer review and synthesis. Based on karpathy/llm-council.
google-workspace-mcp
Multi-workspace Google Workspace MCP server — Gmail, Calendar, Contacts, Drive, Docs, Sheets. Forked from dguido/google-workspace-mcp.
Nano-Tech-Diagrams-MCP
MCP server for creating tech diagrams using Nano Banana 2 (Fal AI). Supports text-to-image, image-to-image, whiteboard cleanup, and 28+ style presets.
Stack-Search-Plugin
Claude Code plugin — spawn stack search workspaces from the Claude-Stack-Research-Workspace template
Geopol-Forecasts-Index
Index of prediction runs from Geopol Forecaster with accuracy tracking. Snowglobe + LLM Council pipeline.
Iran-Israel-Ceasefire-Prediction-090426
Open-sourced geopolitical forecast: Iran-Israel-US ceasefire durability assessment (09/04/2026). Two-stage pipeline (Snowglobe + LLM Council) with 38-actor simulation and 6-lens analytical panel.
Claude-Rescue-Pi
WIP: Raspberry Pi jump host running Claude Code CLI over Cloudflare Access + Tailscale, as an emergency recovery surface for a Linux workstation. Adaptation of Claude-Rescue.
Github-Repo-Org-Question
Stack/tooling research workspace for a bulk Github repo manager for more efficient repo mgmt
Claude-AI-Attribution-Plugin
Claude Code plugin: AI transparency workflow — document human vs AI contributions, add attribution, audit provenance.
synology-manager-plugin
A Claude Code plugin for managing a Synology NAS via SSH — guided setup, persistent context, and commands for shares, mounts, and storage monitoring.
spec-starter-plugin
Spec-driven development workflow for Claude Code: transforms free-form project descriptions into structured specifications, context files, and decision records.
conda-manager-plugin
Claude Code plugin for managing, auditing, and optimising Conda environments — list, validate, compare, backup, and clean up environments with AI assistance.
docker-manager-plugin
Slash commands and subagents for managing Docker containers, Compose stacks, volumes, networks, and multi-environment deployments.
Agentic-AI-Ecosystem
Taxonomy for agentic AI mapping the ecosystem into tooling components
Claude-Israel
Index of people and projects building with Claude (incl. Claude Code) in Israel
Agent-Journal
Concept notes for an agent-managed wiki/logbook as part of agentic AI supervision
Useful-AI-Agent-Skills
Personal collection of AI agent skills and skill collections I'm exploring / might find useful
Local-AI-Agent-Resources
Organised collection of resources for local AI agents - covering CLIs, tooling, and more.
Tech-Diagram-Image-Gen-Prompts
Reusable .prompty library of tech-diagram image-gen prompts (whiteboard cleanup, 28 styles, 33 diagram types)
Hebrew-Language-Projects-Index
Index of projects for working with Hebrew: translation, TTS, LLMs, fonts, calendar, and more
English-Hebrew-Translation
Resource list for APIs and MCP servers offering English↔Hebrew translation
Israel-Home-Front-Ideas
A few open source idea for the Pikud HaOref system collected over time
MCP-Aggregation-Notes
Ideating/brainstorming some frustrations with MCP aggregation, with Claude, and planning an easier approach
Repo-Starters-And-Templates-Index
Index of repo starter templates, scaffolds, and patterns for bootstrapping new projects
AI-Resource-Maps
Index of repos mapping out (snapshots/updated) parts of the huge world of AI of particular interest to me
AI-Project-Spec-Pattern
Pattern for creating a modular spec-definition format for AI coding agents from one initial plan ingestion
AI-Synthetic-Society-Experiments
Resource list of AI projects exploring synthetic AI soceties, multi-agent socialisation, and the ability of these experiments to act as proxies for predicting or better understanding real world behavior
AI-Synthesised-Perspectives
Collection/resource list of AI projects focused on synthesising perpsectives for multi-perspective exploration
AI-Decision-Eval-Projects
Resource list of AI projects focused on exploring AI as a tool for enhanced decision-making in personal and business contexts
AI-Geopol-Projects
Collection/resource list of AI projects focused on exploring the ability of AI agents to act as proxies for real-world geopolirtical actors, including simulated policy fora
Hebrew-Calendar-Resources
Collection of open-source tools, libraries, APIs, and integrations for working with the Hebrew calendar
Personal-AI-Resources
Collection of projects advancing personalised AI — memory, context engineering, personal assistants, second brain tools, and more
AI-Browser-Tools
Index of AI browser tools — automation frameworks, AI-native browsers, MCP servers, extensions, and commercial products
AI-Harnesses
Point-in-time snapshot of projects describing themselves as AI agent harnesses (April 2026)
Price-Research-Index
Index of point-in-time API and service pricing snapshots and cost comparisons
Gemma-4-Benchmarks-0426
Benchmarks for Gemma 4 on local hardware (i7-12700F, 64GB RAM, CPU-only)
Nano-Banana-Tech-Diagram-Maker
Desktop GUI tool that cleans up whiteboard photos using Nano Banana 2 (Via Fal API)
Public-Shelter-Internet-Setup
Makeshift DIY guide for getting internet into protected shelters in Israel
Hebrew-AI-Models
A catalog of AI models for the Hebrew language — LLMs, STT, TTS, NLP, embeddings, translation, and more
kde-plasma-fixes
Collection of patches and fixes - may be outdated, gathered for reference
usb-input-fixes
Collection of patches and fixes - may be outdated, gathered for reference
handy-wayland-autostart-fix
Documenting and fixing Handy speech-to-text app failing on KDE Plasma Wayland due to autostart race condition
Red-Alert-OSINT-Notifier
Unified notification and OSINT intelligence module for Israel Red Alert monitoring — Telegram channel monitors, Oref volumetric alerts, Groq-powered intel reports, Pushover delivery
OR-Audio-Transcription-MCP
Local MCP for using Open Router audio models for transcription with text formatting
Networking-Projects-Index
Index of repositories for networking, infrastructure, homelab, and server management
Architectural-Plans-Index
Index of repositories containing architectural plans, blueprints, project specifications, and design documents
One-Plus-Nord-3-Root-Guide
Guide to rooting OnePlus Nord 3 5G (CPH2493) on OxygenOS 16 with Magisk — Dimensity 9000 (MT6983)
WIP-Index
Work in progress index / parking lot for development when time presents itself!
Audio-Understanding-Test-Set
Audio Understanding Test Set A structured dataset for evaluating audio understanding capabilities of multimodal AI models. Contains 137 test prompts across 22 categories, paired with a 20-minute voice sample and 49 completed model outputs from Gemini 3.1 Flash Lite. Overview Property Value Total prompts 137 Implemented (with prompt text) 49 Suggested (description only) 88 Completed outputs 49 Categories 22 Model under test… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Audio-Understanding-Test-Set.
Claude-Code-Sysadmin-Workspaces-Index
Index of Claude Code workspace templates for systems administration — servers, Proxmox, Docker, NAS, LAN management, and more
Networking-And-Infrastructure-Index
Index of repositories for networking, infrastructure, homelab, and server management
Text-Transformation-And-Cleanup-Index
Index of repositories for text transformation, transcription cleanup, and text processing tools
Geopolitical-And-OSINT-Index
Index of repositories related to OSINT, geopolitical analysis, and situational awareness
GitHub-Management-Tools-Index
Index of repositories for GitHub and repository management tools, automation, and utilities
Linux-Desktop-Tools-Index
Index of repositories for Linux desktop tools, KDE widgets, system utilities, and desktop applications
Sustainability-And-Impact-Data-Index
Index of repositories related to sustainability, GHG emissions, ESG, and environmental impact data
HFC-Guidance-Flip-Book
Pikud HaOref guidance in a visual presentation for younger audiences
Israel-Preparedness-Index
Index of repositories related to civilian emergency preparedness in Israel
Patches-Repos-Index
Index of repositories containing patches, fixes, workarounds, and system administration solutions
AMD-GPU-DP-Hotplug-Fix
Workaround for AMDGPU DisplayPort monitors not detected at boot (Navi 32, kernel 6.14+)
ClaudeMD-Turnstile
Quick model/template for creating separate CLAUDE.md files for developers and users
Red-Alert-Actuator
Physical alert outputs (Snapcast TTS + MQTT lights) for Pikud HaOref alerts
Red-Alert-Monitoring-Stack
Microservices Docker stack for Pikud HaOref red alert monitoring, home automation, and real-time visualization
Oref-Alert-Proxy
Local relay proxy for Israel Homefront Command (Pikud HaOref) alert data
Awesome-Red-Alerts
Collection of red alert (צבע אדום) civilian notification projects for Israel
Split-Claude-MD-Pattern
Demo/pattern for creating a home CLAUDE.md optimised for context handling
Pikud-Haoref-Guidelines-0326
Extracted guidelines for use as a ground truth for AI agents
Israel-Civilian-Readiness-Guide
A consolidated series of readiness checklists, SOPs, and peacetime prep guides. Intended for civilian use in Israel. Non-official, but based on gov resources.
Home-Assistant-Red-Alert-Automations
Home Assistant automations for Oref Alert integration with TTS announcements for red alert events in Israel
Israel-First-Aid
First aid procedures and decision-making flowchart based on MDA/Hatzalah procedures
Claude-Keyboard-Scanner
Claude template/pattern for mapping out keyboards for shortcut and macro creation
Red-Alert-Geodash
Real-time dashboard for Israel's Pikud HaOref rocket/situation alerts with multi-map Leaflet views and polygon overlays
Claude-OS-Playbook
Template: use Claude Code as an Ansible stand-in for repetitive environment setup and supervision
Parakeet-Type-Ubuntu
On-device voice typing for Linux using Parakeet and NeMo ASR models via sherpa-onnx. Built-in punctuation, multiple model profiles, system tray app with configurable hotkeys. No cloud, no GPU required.
Dolphin-AI-Actions
KDE Dolphin context-menu actions for opening directories in Claude Code and Codex
Agentic-AI-Architecture-Visualisation
Framework-agnostic data model and visualizations mapping the moving pieces of agentic AI systems
Claude-Konsole-Launcher
Launch utility (WIP) for using Claude Code + Konsole in KDE Plasma
Claude-Agent-Workspace-Generator
Claude utility for creating workspace templates for agentic AI tools
Iran-Israel-War-2026
Iran-Israel War — OSINT Dataset Open-source intelligence dataset tracking Iranian missile and drone attack waves against Israel and US/coalition targets across four operations in the "True Promise" series (2024–2026). Dataset Description 53 attack waves across four Iranian military operations, each with 89 structured fields covering timing, weapons systems, targets, interception performance, casualties, and escalation indicators. Also includes international reactions data… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Iran-Israel-War-2026.
SITREP-Examples
Examples of situational reports (SITREPs) to guide agentic generation or general authorship
Iran-Israel-War-2026-OSINT-Data
Structuring the data footprint of the Iranian aerial warfare attacks on Israel, the US, and others from 2024-present.
Miklat-MCP
MCP to enable AI agents to guide users towards miklatim tziburim (public shelters) in Israel
jlm-shelters-data
Community-maintained dataset of public bomb shelters in Jerusalem. Data pipeline for jlmshelters.com
Agent-Junction
Ephemeral agent-to-agent communication relay for agentic CLIs (localhost or intra-LAN). MCP.
AI-Resume
Notes / test for creating a version of a resume/CV specifically intended for AI agents
Split-Context-Setup
Slash command for setting up a split human-agent context system in Claude repos
Ivory-Catalog-020226
Ivory Computer Parts Catalog - February 2026 A snapshot of computer hardware pricing from Ivory.co.il, one of Israel's largest electronics retailers, captured on February 2, 2026. Dataset Description This dataset contains 658 computer hardware products with Israeli retail prices (ILS), estimated US RRP prices (USD), and price comparison ratios. The data was scraped from Ivory's public product catalog. Categories Category Products Cooling 138… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Ivory-Catalog-020226.
Ivory-Parts-Finder
AI assistant config for building computers and finding accesories from Ivory (Israeli computer chain)
WhatsApp-Export-Unpacker
Utility for unpacking, organising, and transcribing a WhatsApp chat export
DVR-Transcriber
Workflow workspace for importing recordings from a DVR and using AI for transcription
Failover-Internet-Israel-Notes
Notes (Jan 2026) on setting up failover internet in Israel
Claude-Visual-Communications-Plugin
Claude template (workspace) for using generative AI to enhance written communications
Claude-Case-File
Claude Code template for creating version controlled containers for legal files
Video-Edit-Instructions
Holding repo. Idea: screencast -> editing instructions -> AI agent.
Claude-Repo-Jumper
Notes - System prompt / skill for clean repo division with agentic development
Iran Israel War 2026
Open-source intelligence dataset tracking the Iran-Israel conflict in 2026. Includes data on military operations, diplomatic developments, and related events.
Stack-Research-Prompt-Mini-Eval
Testing how various AI tools handle "stack request" prompts - a staple of my AI use!
Claude-Development-Agents
Updated and consolidated list of agents that I use and reuse across projects
Claude-System-Recovery-Mode
Boot target for using an agentic CLI for system recovery on Ubuntu (adapting to other GRUB-supporting OSes should be simple; for non-Linux envs, fork and modify).
No-Wheel-Inventions
Slash command for Claude (and agents) to encourage them to avoid reinventing the wheel
Quick-RMBG
Dolphin action for KDE Plasma to quickly invoke RMBG for background removal with support for two-pass and infinite-pass operation modes
Better-Web-Design-Inc
Agentic web design crew specialising in offbeat designs and client dissatisfaction!
Impact-Bond-Policy-Simulator
Multiagent simulation exploring potential reactions to a social policy iniative
Voice-Cloning-Difference-Test
Quick test to see how much of a difference sample intonation makes in single shot voice cloning!
Claude-Model-Identifier
Prompt to request Claude to proactive identify itself and model variant before every new conversation
Brother-Label-Printer-GUI
Python GUI and CLI application for printing labels with QR codes on Brother QL-700 label printers
Gemini-Audio-Transcriber
File upload based multimodal transcription tool using the Gemini (via Open Router)
Transcription-Cleanup-Trainer
Text Cleanup Fine-Tuning Dataset A curated dataset for training speech-to-text cleanup models to achieve optimal transcript refinement. Dataset Description This dataset contains paired examples of raw speech-to-text transcriptions and manually-cleaned versions, designed for fine-tuning models to clean up transcripts to a specific quality level ("Goldilocks" cleanup - not too much, not too little). Dataset Structure dataset/ ├── data/ │ ├── audio/… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Transcription-Cleanup-Trainer.
Text-Transformation-Prompt-Stack
Documentation/notes for a "prompt stack" for audio multimodal text processing
Voice-Control-Linux
Claude-enhanced research for voice control platforms with Linux support
Audio-Multimodal-Formatting-Prompts
AI-ideated prompts for single pass audio multimodal transcript formatting
Dictation-Macropad
Plan/key allocation for a macropad optimised for heavy daily dictation worklflows
Declaude
Slash command for applying text rewriting instructions to correct for user-defined grievances with AI-generated technical documentation
Is-Vibe-Coded
Simple graphics intended to serve as a "this was vibe coded FYI" and attribute model
Voice-Tech-Subreddits
Small collection of subreddits where ASR, STT, voice tech is discussed
Long-Form-Audio-Pipeline
Basic audio pipeline for preparing long audio content for ASR transcription
Vendor-Agent-CLIs
List (may update periodically) of vendor CLIs with agentic/tool-calling capabilities
Local-Secrets-MCP
Notes / an idea for a local MCP handler for secrets that works in conjunction with a cloud API
AI-Developers-Career-Planning-Notes
Notes/ideas for the evolving face of programming jobs!
AI-Transcription-Notepad
Voice note taking utility that uses cloud audio multimodal models for single pass transcription and text cleanup
Hebrew-Image-Eval-111225
Hebrew Image Generation Evaluation An evaluation of major text-to-image models on their ability to accurately render Hebrew text. Overview This evaluation tests 12 image generation models on two Hebrew words: Word Transliteration Meaning Difficulty שלום Shalom Peace/Hello Easy - Most famous Hebrew word פירגון Firgun Joy in sharing others' success Hard - Uniquely Hebrew concept, less common Prompt template: "A banner graphic with the word [word] written… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Hebrew-Image-Eval-111225.
Hebrew-Image-Generation-Eval
Snap evaluation to assess the ability of various text to image models to produce generations with correct Hebrew text (pass/fail)
Retailer-Recommendations
Small collection of various recs for places, mostly shops in Israel
STT-Fine-Tune-Eval-101225
STT Fine-Tune Evaluation Results Evaluation Date: December 10, 2025 This repository contains evaluation results comparing locally fine-tuned Whisper models against stock (original) Whisper inference across all model sizes. Related Resources Evaluation Script: Whisper-Fine-Tune-Accuracy-Eval Evaluation Dataset: Small STT Eval Audio Dataset Models Evaluated Fine-tuned models: tiny, base, small, medium, large Original (stock) models: tiny, base, small, medium… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/STT-Fine-Tune-Eval-101225.
Small-STT-Eval-Audio-Dataset
Small STT Eval Audio Dataset A small speech-to-text evaluation dataset containing 92 audio samples with ground truth transcriptions. Designed for evaluating STT systems on technical vocabulary, code-switching (English/Hebrew), and various speaking styles. Dataset Description This dataset contains audio recordings with accompanying transcriptions across multiple categories: Category Count Description tech_github 5 GitHub-related technical vocabulary… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Small-STT-Eval-Audio-Dataset.
Whisper-Fine-Tune-Accuracy-Eval
Comparing Whisper fine-tunes versus stock Whisper on local inference
Transcription-Cleanup-Eval-1225
Evaluating various cloud audio understanding models on the transcribe and cleanup workflow/task
ASR-WPM-And-Background-Noise-Eval
ASR WPM and Background Noise Evaluation Dataset A dataset of annotated audio recordings for evaluating how different factors affect Whisper (and other ASR/STT systems) transcription accuracy. Purpose This dataset provides controlled audio samples with annotations to evaluate ASR performance across: Speaking pace (fast, normal, slow, mumbled, whispered, weird voices) Background noise (cafe, music, conversations in various languages, traffic, sirens, etc.) Microphone… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/ASR-WPM-And-Background-Noise-Eval.
Whisper-WPM-Background-Noise-Eval
Quick eval to try answer a question: how much does speaking pace affect WER/accuracy in ASR?
Karaoke-Music-Vid-Generator
Generation script template for singalong vids (from Suno songs!)
Audio-Understanding-Test-Prompts
A few test prompts to be used when evaluating audio multimodal models
Audio-Multimodal-AI-Resources
A compilation of resources (model profiles, benchmarks, docs) for multimodal AI models with audio understanding (esp. focused on ASR and transcription use-cases)
One-Shot-Transcription-Microphone-Eval
Test samples for various microphones with an STT accuracy eval
Claude-Batch-Optical-Archivist-Plugin
Claude Code plugin: plan and burn batch M-Disc / BD-R / DVD archives on Ubuntu via growisofs with copy multipliers for offsite duplicates.
Voice-Cleanup-Prompt-Experiment
Testing various permutations in system prompting for raw audio transcript cleanup and comparing multimodal ASR vs. the STT + LLM approach
Smart-Home-Halacha
Notebook on Halachic dimensions of smart home usage and Home Assistant
Israel-Photos
Israel Photos Dataset A collection of 369 photographs captured across Israel between 2024 and 2025, with LLM-generated captions and location annotations. The images are sourced from the photographer's Pexels gallery. About This Collection This dataset was deliberately curated to provide a diverse visual representation of Israel, encompassing: Varied locations: From the historic streets of Jerusalem's Old City to Tel Aviv's urban landscape, desert vistas in the Negev, and… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Israel-Photos.
Cloud-ASR-MCP
WIP MCP for using various cloud ASR models for speech to text / transcription
Peace-In-The-Middle-East
WIP - Multiagentic geopolitcal simulation ideating problem-solving and bridge-building in the Middle East
AI-Agent-Virtual-Panel-Configs
Sets of "panels" for testing Rally (AskRally.com) exploring various "frontier" applications for the concept of AI personas and simulated voting bodies and thinking groups
Jewish-AI-Projects
Collection of technological projects for Jewish religious life — AI tools, Hebrew calendar, text study, MCP servers, home automation, and more
Sample-Voice-Context-Data
Sample Voice Context Data A small synthetic dataset containing LLM-generated context information simulating a job seeker narrating their career trajectory. Purpose This dataset was created to test a voice-to-vector-database RAG pipeline. The workflow being evaluated involves: Voice data (MP3 recordings) transcribed to text Transcriptions reformatted as structured context data Text data upserted into a vector database (Pinecone or Ragie) Retrieval accuracy tested by… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Sample-Voice-Context-Data.
Voice-Training-Script-Generator
Helper utils for generating training data for voice cloning with LLMs
adb-keep-awake
Scripts to prevent Android phones from sleeping while connected via USB (keeps ADB working)
Gemini-Transcription-MCP
MCP for Gemini multimodal audio transcription with built in post-processing
My-Weird-Prompts-Podcast
Podcast production pipeline for an AI-human co-generated podcast
Ai-Workspace-Planning-Notes
Spec/notes for an AI workspace I have been planning for some time (incl consolidating previous notes)
Modal-Whisper-Finetune-Script
Validated fine-tuning script for fine-tuning Whisper on Modal GPU with a preformatted audio dataset
ASR-Training-Data-Collector
GUI to facilitate gathering training data for ASR/STT apps in organised datasets with audio capture, text capture, and JSONL metadata construction. Supports LLM-generated text and user-provided.
Tech Sentences for ASR Training
TechVoice Dataset Work in Progress – This dataset is actively being expanded with new recordings. Dataset Statistics Metric Current Target Progress Duration 38m 43s 5h 0m 0s ██░░░░░░░░░░░░░░░░░░ 12.9% Words 10,412 50,000 ████░░░░░░░░░░░░░░░░ 20.8% Total Recordings: 205 samples Total Characters: 74,312 A specialized speech dataset for fine-tuning Automatic Speech Recognition (ASR) models on technical and developer vocabulary. Contains human-recorded… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Tech-Sentences-For-ASR-Training.
ASR-And-STT-AI-Notebook
Propmts and outputs (and some notes) on STT + ASR + fine-tuning. LLM: Claude
Whisper Fine-Tune One-Shot Eval
Whisper Fine-Tuning Evaluation: Local vs Commercial ASR A "back of the envelope" evaluation comparing fine-tuned Whisper models running locally against commercial ASR APIs via Eden AI. The Question Can fine-tuning Whisper achieve measurable WER reductions, even when comparing local inference against cloud-based commercial models? TL;DR Yes. Fine-tuned Whisper Large Turbo running locally achieved 5.84% WER, beating the best commercial API (Assembly at… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Whisper-Fine-Tune-One-Shot-Eval.
English-Hebrew Mixed Sentences
English-Hebrew Mixed Sentences Dataset A dataset of English sentences with Hebrew words and phrases interspersed, designed for speech-to-text training and evaluation for English speakers in Israel. Overview This dataset addresses a common challenge for English-speaking immigrants in Israel: standard speech-to-text (STT) systems struggle to accurately transcribe code-switched speech where Hebrew words are mixed into primarily English sentences. Example: "I need to pick up… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/English-Hebrew-Mixed-Sentences.
writing-editing-plugin
Claude Code plugin for writing assistance, proofreading, style editing, and text transformation workflows.
server-management-plugin
Claude Code plugin for server infrastructure management, monitoring, deployment, and server administration workflows.
Claude-Security-Checkup-Plugin
Claude Code plugin: security and compliance workflow — vulnerability scanning, system hardening, config audits.
linux-server-plugin
Claude Code plugin for Linux server administration, service management, and server infrastructure workflows.
linux-desktop-plugin
Claude Code plugin for Linux desktop environment management, KDE/Plasma configuration, and desktop system administration.
lan-manager-plugin
A specialized workspace for network system administration on local area networks, providing tools for LAN scanning, device discovery, device management, and network operations.
filesystem-org-plugin
Claude Code plugin for file system organization, folder structure optimization, and file management automation workflows.
tech-research-plugin
Claude Code plugin for technology research, competitive analysis, technical documentation retrieval, and research workflows.
learning-plugin
Claude Code plugin for learning resources, skill development, educational content creation, and knowledge management.
diary-planner-plugin
A workflow planning and time management template with agent definitions and slash commands for managing daily, weekly, and monthly schedules.
Claude-Video-Editor-Plugin
Claude Code plugin for video editing, transcoding, video processing, and multimedia workflow automation.
Claude-Image-Production-Plugin
Claude Code plugin for image processing, photo editing, batch image operations, and visual media management.
git-github-plugin
Claude Code plugin for Git version control, GitHub repository management, and collaborative development workflows.
general-dev-plugin
Claude Code plugin for software development workflows, code generation, refactoring, and general development assistance.
context-toolkit-plugin
A comprehensive toolkit implementing the CONTEXT.md workflow system for managing human-authored context and agent-ready briefings.
conda-management-plugin
Claude Code plugin for managing Conda environments, packages, and Python virtual environment workflows.
claude-code-plugin
Claude Code plugin for managing Claude Code configuration, slash commands, agents, and plugin development workflow.
ai-tools-plugin
Claude Code plugin for AI tool management, MCP server configuration, and AI workflow automation slash commands and agents.
Claude-Rescue
WIP/Plan/Idea: System recovery/rescue utility that seeds Claude Code installation for AI-assisted repair from TTYS/shell
A-Better-Jobs-Platform-Notes
Notes/thoughts on what I think could be a really fertile AI use-case
Deepgram-Voice-Keyboard-Ubuntu
WIP to try to create a good STT utility with cloud STT APIs
Open Router API Pricing Analysis
OpenRouter API Pricing Analysis Dataset Overview This dataset provides a point-in-time capture of pricing and parameters for LLMs available through the OpenRouter API for inference. Contents Raw Data (raw/) Contains the original data extracted from the OpenRouter API, including: Model pricing (input/output token costs) Model parameters and specifications Computed fields such as output/input token price ratios Enhanced Data (hf-enhanced/)… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Open-Router-API-Pricing-Analysis.
Claude-MCP-Guidelines
A home folder CLAUDE.md snippet to provide guidance on MCP selection
Claude-ADHD-Research-Workspace
Claude research notebook into ADHD drug access - an important topic!
Claude-Spec-Starter
Pattern for AI assisted development starting from one (long) user prompt
Voice-Training-Data-Creator
GUI to facilitate capturing voice data for TTS / voice clone training with LLM synthetic text generation and saving logic (Ubuntu Linux)
Nano-Banana-Desktop
Vibe coded starter for a Nano Banana inpainting utility / image editor (Gemini API)
Image-To-Image-Prompts
Loose collection of image to image prompts for common transformations
MCP-Installation-Notebook
Notebook of things I've figured out about installing MCPs - as I figure them out
Local-ASR-STT-Benchmark
Quick evaluation to find the best STT model in Speech Note (Ubuntu) for my HW
Claude-Deep-Research-Model
Repo model for an iterative deep research model with voice pipeline
AI-Dev-Repo-Template-Oct-2025
Updated AI assisted dev repo template (swap preferred CLI!)
Crying-Baby-Audio-Scrub
Experiment to see if crying baby audio can be scrubbed with audio inpainting (use-case: WIP parenting and content creation!)
Experiments-And-Evaluations-Index
Index of repositories concerning AI evaluations and experiments
Context-Projects-Index
Index of projects related to context-gathering and generation for AI, including via interview approaches
Resources-Lists-Index
Index of my resource lists and ecosystem maps, especially for AI niches
Linux-Desktop-ClaudeMD-Seeder
Seeds Claude.md files at common places in Linux Desktop filesystems
Sound-Sensitivity-Notes
Just a few notes for others who experience sensitivity to sound based on things I've found helpful and mildly life-changing
Claude-Security-Auditor-Plugin
Pattern/model for using CC for conducting device level security audits
Policy-Visualiser
Visualise how different countries and systems of government approach policy challenges with Gemini identifying clusters
Home-Inventory-Helper
Gemini utility for extracting product data from visual product stickers
What-Reqs-Scanner
Python utility that scans a repo base for requirements.txt to analyse most used packages and suggest base env
Gemini-Vibe-Coding-Projects
List of vibe-coded starters created with Google AI Studio app builder
Logitech-C925E-Boot-Configurator
v4l2 configuration script for Logitech C925e webcam - sets 1080p @ 24fps MJPEG on boot
Accidental and Low Quality Photos
Accidental and Low-Quality Photos Dataset This repository contains unintentional photos from camera rolls - accidental captures, blurry shots, and other non-intentionally captured images. Purpose The intended use case is training an image organization model to automatically distinguish and suggest for deletion non-intentionally captured images. This can help users efficiently clean up their camera rolls by identifying photos that were taken accidentally or are of poor… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/accidental-and-low-quality-photos.
Resource-Space-DAM-Assets
Taxonomies and a few other bits and pieces that might be of use
Claude-OS-Sync-Agent
Idea - using Claude Code in place of Ansible for cross-device updating/sync
Multimodal AI Taxonomy
Multimodal AI Taxonomy A comprehensive, structured taxonomy for mapping multimodal AI model capabilities across input and output modalities. Dataset Description This dataset provides a systematic categorization of multimodal AI capabilities, enabling users to: Navigate the complex landscape of multimodal AI models Filter models by specific input/output modality combinations Understand the nuanced differences between similar models (e.g., image-to-video with/without audio… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/multimodal-ai-taxonomy.
Voice-To-Prompt-Pipeline
A conceptual voice to prompt pipeline that attempts to separate instructions from provided context for better results
Multimodal-AI-Taxonomy
Attempting to map out the various input/output permutations for multimodal AI
Gemini-Body-Language-Analyst
Test app "vibe coded" in Google AI Studio: analyse body language from photo plus context
Claude-Code-Linux-Desktop-Slash-Commands
Slash commands for Linux desktop sysadmin with Claude Code (or any other agent)
Jerusalem High Rise Development
Jerusalem High-Rise Development Image Dataset Overview This dataset contains 56 photographs documenting high-rise buildings and urban development in Jerusalem, Israel. The images capture the architectural evolution of Jerusalem's modern skyline, featuring contemporary construction, building facades, and urban landscapes. Purpose This dataset has been created and shared for the following purposes: Image fine-tuning and AI training: High-quality architectural… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Jerusalem-High-Rise-Development.
Hebrew Language Signage
Hebrew Language Signage Dataset Overview This dataset contains photographs of Hebrew language text in everyday contexts throughout Israel, with a particular focus on signage displays including street signs, commercial signage, and public information displays. Dataset Details Total Images: 68 Format: PNG Content: Real-world photographs of Hebrew text and signage Language Coverage: Primarily Hebrew, with many signs also containing English and Arabic text… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Hebrew-Language-Signage.
Tel Aviv Pics
Tel Aviv Urban Photography Dataset Dataset Description This dataset contains 53 high-quality photographs of Tel Aviv's urban environment, captured to serve as reference material for game development, 3D world creation, and digital environment design. Dataset Summary Total Images: 53 photographs Location: Tel Aviv, Israel Format: JPG Average Size: ~1MB per image Resolution: High-resolution photographs suitable for texture extraction and reference License:… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Tel-Aviv-Pics.
Vibe-Coded-Disclosure
Quick utility for adding FYI type notices to repos that they were vibe coded
Ubuntu-Pipx-Toolbox
Bash scripts for installing a few useful tool groups on Ubuntu with pipx
Voice-Spec-Driven-Development-Demo
Demonstrating a voice to text spec driven development workflow
Claude-Code-Projects-Index
An index of my Claude Code related repos including a wide variety of starter templates for using Claude Code for common and more imaginative purposes!
Claude-Code-Context-Feature-Requests
A couple of feature requests (including my own) discussing context handling in Claude code
AI-Agent-UN
Experimentary implementation of a model real life political body populated by representative AI agents
Jerusalem Streetscapes
Jerusalem Streetscapes Dataset A small image dataset containing photos of the rapidly changing urban landscape of Jerusalem, Israel, captured by day and by night. About This dataset documents the evolving cityscape of Jerusalem through 120 photographs taken between June 2024 and September 2025. Dataset Details Number of Images: 120 Time Period: June 2024 - September 2025 Location: Jerusalem, Israel Coverage: Day and night photography of urban landscapes… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Jerusalem-Streetscapes.
Personal-Context-AI-Agent-Pattern-Model
Description of a pattern I've used to build AI agents for in-depth exploration of specific issues
Narcissistic Abuse Support Configs
Narcissistic Abuse AI Support Configurations A comprehensive network of AI agent configurations designed to provide support for individuals affected by relationships with personality disordered individuals, particularly those with Cluster B disorders and narcissistic personality disorder. Important Disclaimer These tools are not replacements for professional mental health support. They are intended as adjuncts to professional therapeutic care. Most configurations contain… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Narcissistic-Abuse-Support-Configs.
Diarised-Transcript-Assistant
System prompt for generating diarised transcripts (STT plus stylistic guidance)
Jerusalem Emergency Shelters 0925
Jerusalem Public Shelter Dataset - September 2025 This repository contains updated location data for public shelters in the Jerusalem area, populated on September 19th, 2025. The data has been processed and enhanced to support individual preparedness efforts and geolocation applications. Data Source The original data was provided by the Jerusalem Municipality and is available in the source_data folder. This dataset represents the most current information available as… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Jerusalem-Emergency-Shelters-0925.
Israel-Red-Alert-Syntax-Notes
Syntax notes for those automating on the back of the IDF Home Front Command alert feed
Code Gen Agents 0925
Code Generation Agent Network A comprehensive collection of specialized AI agents for code generation, development workflows, and project management. While originally designed for Claude Code, these agent specifications are framework-agnostic and can be adapted to work with any AI code generation platform or multi-agent system. Framework Agnostic Design This repository contains agent specifications that define: Clear role definitions and capabilities Tool requirements… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Code-Gen-Agents-0925.
Day-Planner-Dashboard
Day planner dashboard config with email, calendar, news, IP cam, weather
KScreen-Config-Scripts-And-Docs
Some scripts for saving good multiscreen configs for easy shortcutting and DPMS
Wireframe-Cleaner-Nano-Banana
Clean up handdrawn wireframes/sketches with Nano Banana (WIP)
Claude-Sub-Agent-Network
Collection of subagents for Claude Code with configs spanning ideation, editing, version control
Vibe-Code-And-Learn
A model multi-agent config for agentic code-gen with an educational "loop"
ISO3166-4217-Consolidated
Informal consolidation of ISO-3166 and ISO-4217 for geographic financial analysis
ISO 3166-4217 Consolidated
ISO-3166 & ISO-4217 "Consolidated" Lookup Dataset This dataset contains a mapping between ISO-3166 (countries) and ISO-4217 (currencies). The objective was to create a single dataset to support everyday workloads in international financial analysis undertaken by "casual" / non-official actors and analysts. Version V1 Compiled by: Daniel Rosehill Date: 03-09 (September) - 2025 Note: geopolitics and the global financial system are clearly dynamic concepts. Much as this… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/ISO-3166-4217-Consolidated.
Useful-ISO-Standards-Reference
ISO standards that I'm frequenlty looking up gathered in one ref
Gemini-AI-Podcast-Generator
Gemini app for creating personal podcasts from your AI prompts
N8N-Test-Agents
Simple n8n agent patterns for learning the ropes or validating MCP calling
Toxic-GPT
Joke configuration for a downtrodden LLM assistant for those needing a break from enforced AI positivity
Business-Idea-Refinement-Agent
AI agent that helps users to explore business ideas and receive first-pass feedback
Linux-Voice-Tech
List of resources for voice technology with support for Linux, encompassing STT, ASR primarily as well as dev frameworks.
Agent-SDK-Env-Setup
Script to clone a few of the main ADKs (agent development kids) for testing/experimentation
No-BS-AI-System-Prompt
System prompt for a blunt AI assistant / LLM that gets to the point
Gemini-CLI-Home-Guidance
Gemini.md ("rules") for the home folder / non repo constrained execution for Gemini CLI (model)
NVR Entity Recognition Experiment
NVR Entity Recognition Experiment Overview This repository contains a training dataset designed for entity recognition in Network Video Recorder (NVR) applications, specifically focused on newborn safety monitoring. The dataset uses a stuffed animal as a privacy-conscious substitute for actual newborn footage, enabling the development of computer vision models that can identify critical safety scenarios in nursery environments. Purpose The primary goal of this… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/NVR-Entity-Recognition-Experiment.
Long Prompt Experiment
I conducted this experiment to investigate the impact of prompt structure and optimization on LLM performance, specifically testing whether quality and organization matter more than raw prompt length for complex technical tasks. Research Question For specialized technical tasks, does prompt structure and optimization have a greater impact on output quality than raw prompt length alone? Experiment Design I compared three distinct prompting approaches using Gemini 2.5 Lite… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Long-Prompt-Experiment.
Long-AI-Prompting-Experiment
Experiment testing the "added value" of long context-dense prompts (versus casual converastional prompts) and the value of a voice "prompt optimisation" agent
Decision-Making-Algorithm-Agent
Agent template for generating decision-making algorithms/flow-charts
Global Value Factor Database Refactor V2
Refactor and HF dataset (including texts): Daniel Rosehill Source data: International Foundation for Valuing Impacts This dataset provides V2 of a refactoring of the Global Value Factor Database (GVFD) by the International Foundation for Valuing Impacts intended to enhance the original dataset for machine readability and integration into data analysis and visualization workloads. The International Foundation for Valuing Impacts (IFVI) produces an (open-source) database called the Global… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Global-Value-Factor-Database-Refactor-V2.
N8N-Voice-Note-Context-Pipeline-Workflow
Workflow for extracting context data from voice notes and passing them into Pipecone vector database for upserting
Voice Note Audio
Voice Notes Dataset Dataset Description This dataset contains real-world voice recordings with transcripts and comprehensive annotations. Dataset Statistics Total Entries: 2 Audio Files: 2 Uncorrected Transcripts: 2 Ground Truth Transcripts: 0 Annotation Files: 2 Export Date: 2025-10-27 Dataset Structure audio/ # Audio recordings (MP3, etc.) ├── 1.mp3 ├── 2.mp3 └── ... transcripts/ ├── uncorrected/ # Original STT… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Voice-Note-Audio.
STT Voice Notes Evaluations
STT Voice Note Evaluation Author: Daniel RosehillDate Created: August 11, 2025Purpose: Comparative evaluation of Speech-to-Text (STT) services for voice note transcription Overview This dataset was created as part of ongoing work developing voice note transcription systems. It contains ground truth transcripts representing typical daily voice notes, recorded to evaluate and compare STT service accuracy across different content types. Speaker Profile: Single speaker… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/STT-Voice-Notes-Evals.
LLM-Preferences-Guide
(Experiment) Predefined set of instructions for local agents governing LLM usage and selection
N8N-LLM-Workflow-Bulk-Updater
Backend script for applying bulk model updates to workflows (use-case: updating LLMs in nodes)
MCP-Projects-Index
Various MCP related projects I'm either working on (or have worked on)
NocoDB-Data-MCP
MCP for performing basic data ops on a self-hosted NocoDB with Cloudflare Tunnnel auth
AI-Output-Storage-Backend-Data-Models
Some simple data tables for populating a backend for storing prompt runs
N8N-Expense-Processing-Workflow
Expense processing backend workflow with AI agent for doc analysis
quick-repo-creator
A streamlined CLI tool for fast repository creation workflow with GitHub integration and IDE support
System Prompt Library 030825
System Prompts Dataset - August 2025 Point-in-time export from Daniel Rosehill's system prompt library as of August 3rd, 2025 Overview This repository contains a comprehensive collection of 944 system prompts designed for various AI applications, agent workflows, and conversational AI systems. While many of these prompts now serve as the foundation for more complex agent-based workflows, they continue to provide essential building blocks for AI system design and… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/System-Prompt-Library-030825.
Voice-Prompt-Enhancement-Node
Configuration for an intermediate agent in voice automation workflows that bridge voice input to other actions
Voice-Note-Redaction-Agent
Config for a text redaction agent for voicenote -> * workflows
OSINT-Missile-Intelligence-Agent
Snap reports about causes and quantitiative info about hostile missile launches
Nuclino-API-Docs-Unofficial-0725
Unofficial point in time collection of Nuclino API documentation
Structured-Output-Schemas
Reuseable JSON schemas for structured Ai assistant/agent workflows
Medium-Post-Downloader
Download utility for programatically converting a Medium export archive into a full replica of your content with images
Agents-Index
Periodically updated index of AI agent configurations that I'm working on (or have created)
N8N-Workflow-Sanitiser-Agent
Configuration for an AI agent for sanitising (redacting personal details) in N8N workflow exports
Parenting-Questions-AI-Agent-Workflow
Workflow for an agent that answers parenting questions by email with upload to Google Drive
Automation-Code-Snippets
Code snippets for automation building and integration (that might be of interest)
Prompt-And-Output-System-Prompt
System prompt for directing an AI agent to begin every output with a sumary of the user's prompt
HFC-Android-Config-Guide
Non-official! Home Front Command Android app config settings guides (06-2025)
My Weird Prompts
A podcast and blog exploring the journey from creative prompts to fully-developed AI agents. Covers prompt engineering, AI workflows, and the creative process behind building AI tools.
Text Transformation Prompts 300525
Text Transformation Prompt Library A comprehensive collection of text transformation prompts for reformatting dictated text into various formats, styles, and structures. Quick Links Repository Structure /prompts/ The main collection of text transformation prompts. /prompts/md/ - Markdown format prompts /prompts/json/ - JSON format equivalents of the markdown prompts Prompt Structure Each prompt follows a standardized markdown… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Text-Transformation-Prompts-300525.
Home-Assistant-Starter-List
A few friends have asked me what they need to get going with HA so .. a list
System-Prompt-Library
My AI System Prompt Library This repository contains a comprehensive, up-to-date library of system prompts for AI systems and autonomous agents, started on May 27th, 2025. Overview This collection houses 923 system prompts covering a diverse range of AI applications. The prompts include configurations for autonomous agents, simple chatbots, specialized assistants, and various AI-powered tools. This repository serves as a centralized hub for these prompts, maintained… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/System-Prompt-Library.
System-Prompt-Library
System prompts for AI agents and assistants (automatically populated); periodic point in time exports are releases
Text-Transformation-Prompt-Library
Updated repo of text transformation prompts (raw STT transcripts -> *). New repo for capturing via automations.
Green-Invoice-API-My-Notes
Timestampped notes (non-official!) for Green Invoice API & Webhooks
Awesome-Whisper-Apps
Useful speech to text tools that use Whisper under the hood (API/local)
Oref-GPT
N8N automation that uses TwitterAPI.io to rertieve real-time social media data about the source of rocket alerts in Israel
Pay for Outcomes Instruments
Social-Impact-Bond-Data This repository contains a curated, redacted, and standardized data set based on the Government Outcome Labs project at Oxford University (UK). It is the leading international data resource tracking the growth and execution of social impact bonds (SIBs), development impact bonds (DIBs), outcome funds, and other pay-for-success instruments worldwide. Project Purpose The data set supports research and AI-driven policy analysis on innovative… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/pay-for-outcomes-instruments.
ISO-Loookup-Assistants
Lookup agents to assist with standardising datasets with correct ISO values
Open-In-Windsurf-KDE
Implementing an "Open In Windsurf" (AI IDE) context menu element for KDE Plasma
Social-Impact-Bond-Data
Point-in-time analysis of impact bond data from INDIGO (Government Outcomes Lab, Oxford University)
System-Prompt-Tuning-Agent-N8N
N8N agent workflow for an agent that recommends fixes to system prompts based on structured user inputs provided by form
Home-Inventory-AI-Assistants
System prompts for home inventory and Homebox assistants to speed up repetitive tasks
Israel Alerting Zones
Israel Emergency Alerting Zones Dataset This repository contains a comprehensive list of emergency alerting zones used in Israel by the Home Front Command (Pikud HaOref), compiled on May 9th, 2025. Dataset Description This dataset provides a point-in-time export of the alerting areas used by Israel's Home Front Command for issuing emergency alerts during security situations. The alerting zones are primarily used for missile threat notifications and other emergency… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Israel-Alerting-Zones.
Red-Alert-MQTT-Desktop-Notifier-Public
MQTT notification agent for Linux desktop to receive Red Alert MQTT topic pushes from HA
Local-Linux-Repair-Bot
Experimentary repo to try use an AI IDE as a local agent workspace for local OS debugging
WAQI-Prometheus-Pull
Simple pull script for World Air Quality Index (WAQI) data for integrating with Grafana
ChatGPT-Stylistic-System-Prompts
Some boilerplate responses to "how do you want ChatGPT to behave"? to play around with creating different chat experiences through simple configs
Career Data Context Repo
Hello, Friendly AI Bot! Context Generation Date: 28 / April / 2025 Creation Timestamp: 2025-04-28T18:59:13Z Welcome! If you are able to read and parse this text, then this context data repository is working as intended.You have arrived at a small, modular pool of contextual data designed to provide insight into my career aspirations, professional experience, and work preferences. Refer to the "Context Generation Date" above, or if you are able to parse file metadata, use… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Career-Data-Context-Repo.
Career-Data-AI-Context-Repo
Context repository for AI tools providing career info to guide agents, assistants, etc
Software Wish List Context Data
Hello, Friendly AI Bot! Context Generation Date: 28 / (April) / 2025 If you're reading this, then the context pipeline is working as intended, and you have arrived at a small repository of contextual data intended to provide you with general background context about what I look for in software evaluations. As you probably already know, my name is Daniel. I'm a huge fan of technology. And I frequently find myself looking for software tools. Sometimes I do this for work… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Software-Wish-List-Context-Data.
Software-Wish-List-AI-Context
Context repository to connect to AI tools - things I look for in most software evaluations
Corn Training Set
Corn The Sloth Training Images (Repo 2) This repository is another image collection of images of a stuffed sloth that I am fine tuning for a custom image generation model for this particular character. If anyone else is interested in fine tuning for this character or fine tuning for character avatars generally or wants to use this small image set as training data for another project then .... use is granted in accordance iwth the license terms (the sloth didn't quite understand… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Corn-Training-Set.
Prompt-Debugger-System-Prompts
SPs for configuring "self-debugging" AI assistants and agents
Test-System-Prompts
A collection of system prompts organised by capabilities for testing out various agent/assistant platforms
Pseudobot-System-Prompts
For having a bit of fun with the absurdity of the AI world we now live in
STT-Basic-Cleanup-System-Prompt
Basic foundational system prompt for cleaning up AI voice transcripts
Shakespearean Text Transformation Prompts
Shakespeare GPT (Shakespearean Text Generation Prompts) Welcome to what might be the internet's largest collection of prompts for rewriting text in Shakespearean English! This repository contains a variety of prompts designed to transform modern text into the style of Shakespeare, organized by format and purpose. These prompts can be used with any AI tool that accepts custom instructions. A user interface may be forthcoming for those who feel the need to do this regularly.… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Shakespearean-Text-Transformation-Prompts.
Text-Transformation-Prompt-Collection-2
An abbreviated collection of STT transformation prompts
Grafana-News-Monitoring-Dashboards
News monitoring dashboards focused on Israeli & ME News
Github-AI-Searches
A series of search links for those wishing to drink from the firehose of open-source AI
Corn the Sloth
Keyframe Photos Of ..... A Sloth Plushie This repository contains a small collection of images featuring an adorable plush sloth named Cornelius. These images are part of ongoing experiments conducted in my spare time, aimed at testing the capabilities of photogrammetry tools and digital avatar creation for non-human subjects. If anyone needs a small repository of images for various purposes, such as distinguishing plushies from real animals or humans, you are welcome to utilize… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Corn-The-Sloth.
OpenAI-Image-Renamer
Simple Python script for batch file renaming operations with OpenAI API
HA-Red-Alert-News-Dash
A Home Assistant dashboard for emergency alerts (Tzeva Adom) in Israel with and without live news
Keyboard-Shortcuts-Ref
Because of all the tech products that have been invented, a keyboard shortcuts ref manager isn't one of them (yet!)
Gemini-Prompt-Library-ideator
Using Gemini structured outputs to ideate a prompt library for Open Web UI
Text-To-Image-Test-Prompts
Text To Image Test Prompt Library A comprehensive collection of evaluation prompts for testing text-to-image AI models across diverse parameters and use cases. Overview This repository contains a structured set of test prompts designed to evaluate the capabilities of text-to-image generation models. Rather than focusing on formal evaluation metrics, these prompts are intended for end users who want to test how well a model might perform for their specific use cases.… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Text-To-Image-Test-Prompts.
Linux-MCP-Clients
A very small list of MCP clients that are available to Linux users, GUIs + CLIs
General Purpose System Prompts
🤖 Just A Few ... "General" System Prompts Here is a quandary that those who work with LLMs via API through self-hosted chat interfaces (etc) are familiar with: Without any system prompt at all (at least one visible to the user), the default model behavior feels a little bit flat and lifeless. With a deterministic system prompt, a model effectively becomes an "assistant" (and with context and API actions, a full-fledged agent). I haven't found a word yet for the kind of light… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/General-Purpose-System-Prompts.
Prompt Engineering System Prompts
Prompt Engineering System Prompts A curated collection of system prompts designed to assist with prompt engineering activities across various AI platforms and use cases. Last updated: April 6, 2025 Note: This is an ongoing collection. New system prompts are continuously being added to the library. Feel free to check back for updates. Repository Purpose This repository serves as a comprehensive resource for prompt engineers, AI enthusiasts, and developers who want to:… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Prompt-Eng-System-Prompts.
Email-Management-System-Prompts
Email Management System Prompts April 06 2025 A collection of system prompts designed to enhance email productivity, communication, and management. These prompts can be used with various AI assistants to automate and improve email-related tasks. Categories Email Composition Email Template Generator - Creates customizable email templates for various purposes Email Rewriter - Reformats and improves existing email drafts Email Signature Generator - Creates… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Email-Management-System-Prompts.
Data Utilities System Prompts
Data Utilities System Prompts This repository contains a collection of system prompts for configuring AI assistance in data-related tasks. These prompts can be used to set up AI assistants for various data operations, analysis, and management tasks. Categories Data Conversion Tools for converting data between different formats (CSV, JSON, natural language, etc.) Database Helpers Assistants for working with different databases (MongoDB, Neo4j… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Data-Utils-System-Prompts.
Geopolitical System Prompts
Geopolitical Analysis System Prompts A collection of system prompts for AI assistants specialized in geopolitical analysis. These prompts enable AI systems to provide structured analysis, reporting, and insights across various aspects of international relations and geopolitical developments. Repository Structure The prompts are organized into the following categories: regional-analysis/ Specialized prompts for analyzing specific regions and generating… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Geopolitical-System-Prompts.
Career Related System Prompts
Career Utilities System Prompts A collection of system prompts for AI assistants focused on career guidance and job search assistance. These prompts are designed to help users navigate various aspects of career development, from resume writing to job searching and professional networking. Repository Structure The prompts are organized into the following categories: career-exploration/: Prompts for exploring career paths, understanding industry trends, and making career… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Career-Related-System-Prompts.
Speech to Text System Prompts 2
Speech To Text System Prompt Library This repository provides a collection of system prompts designed to transform and refine text captured using speech-to-text technologies. By passing STT outputs through large language models with these specialized prompts, you can achieve cleaner, more structured, and purpose-specific text formats. 📋 The Idea Here is the basic implementation. I don't pretend that this is the stuff of high AI engineering. But it does create quite… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Speech-To-Text-System-Prompts-2.
The-Jerusalem-Odyssey-Text
A 100 page book manuscript generated from a single prompt using Sonnet 3.7
Single Prompt Book
Can AI Write A Book In Just One Prompt? April 09, 2025 The pace of development in AI these days is so fast that it's hard to keep on top of all the latest developments. I've always found it interesting that among all the hotly debated parameters discussed in the most recent SOTA models, the question of how many tokens a model can generate in one continuous output (max output tokmens) seems to be very little discussed. This metric exists independent of the maximum input tokens and… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Single-Prompt-Book.
Jewish-AI-Assistant-System-Prompts
System prompts for AI tools which may be useful for Jewish users
Israel-Morning-News-Briefs-N8N-Perplexity-Sonar
Using Perplexity API structured prompting and N8N to deliver a tailored news brief
System-Prompts-For-Book-Authors
System prompts for configuring AI assistants to help book authors including proofreading assistants and book marketing ideation tools
Structured-System-Prompt-Generator
Streamlit generator to aid with the creation of structured prompts
Text-Transformation-Prompt-Combiner
Basic implementation of a prompt concatenation utility for text transformation system prompts for converting transcribed text
Speech-To-Text-System-Prompt-Library
An updated skeleton library of system prompts for using LLMs to refine STT output
Prompt-Library-Privacy-Screener
Model for a PII screen (using Ollama) for open sourcing prompt libraries safely
Careers-Utilities-System-Prompts
System prompts for AI assistants related to career and job matters
Geopolitical-Analysis-System-Prompts
System prompts for geopolitical related AI assistants and tools
Email-Management-System-Prompts
Writing and email management system prompts for assistants
Prompt-Engineering-Assistants-System-Prompts
System prompts for AI assistants designed to assist with various aspects of prompt engineering
AI-Orchestration-System-Prompts
System prompts for AI assistants designed to orchestrate access to other agents
Deep-Research-Projects-0425
A collection of links to a few AI "deep research" projects and agents, April 2025
Remote-Jobs-Research-Agent
Company research agent targeted towards the needs of remote job seekers sourcing detailed information about company backgrounds as well as remote-specific information
Structured-Gemini-Prompts
A couple of examples of using Gemini 2.5 with structured outputs in Google AI Studio in order to conduct document analysis.
You-Might-Like-Agent
CLI that generates batches of curated recommendations for movies, books, podcasts, etc
OpenWebUI-Bulk-Model-Updater
Python script for applying bulk updates to models in Open Web UI, changing the base model ID to a preferred value
System-Prompt-Generation-Configurations
System prompts for using AI tools to generate and improve system prompts
AI-Agent-Ideation-Chatbot-System-Prompt
System prompt (03/25) for a conversational AI agent and assistant idea generator
AI-Text-Rewriting-Toolbox
LLM text reformatting and rewriting toolbox comprised of many system prompts
Writing-System-Prompts
Writing-Related System Prompt Collection This is a collection of system prompts derived from my larger collection of system prompts. The commonality here is that these system prompts are intended for assistance related to writing, specifically text reformatting, editing, proofing. This is a partial collection that will continue to hopefully evolve and grow over time. The system prompts are organised into folders representing a common purpose and within each folder each system… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/Writing-System-Prompts.
Writing-System-Prompts
Some system prompts related to text modification and optimisation for some WIPs
OpenWebUI-API-Schema-Exports
Point-in-time segmented export of the Open Web UI API definition
HA-Red-Alerts-Model-Automations
A few automations and hardware recommendations for HA + Pikud HaOref integration
Github-To-OpenWebUI-Context-Pipeline
Model data pipeline from a Github repository to Open Web UI knowledge using actions
Open-Web-UI-Model-Index-Public
An index of models that I have open-sourced on Open Web UI Community
Interesting-Tech-Things
A personal (and open-source) backlog of tech projects to check out
OpenWebUI-Model-Export-Converter
Data processing script for converting manual JSON exports into parsed CSV data
AI-Dev-Prompts-Example
Examples of AI prompts for code generation (Python GUI) and some notes on emerging "best practices"
Context-Chunker-Assistant
A n interactive chatbot approach to chunking context data for embedding into RAG
is_remote_friendly
A taxonomy to categorise companies' variations of "remote friendliness" for personal purposes
System-Prompt-Factory
A system prompt generation UI that combines model and user characteristics to generate more targeted (but still general) system prompts for LLMs
General-System-Prompts
Some system prompts intended to (attempt to) configure neutral behavior from LLMs
Thought-Pad
Linux desktop application that provides a two-stage process for creating notes from dictated speech (first stage, transcription via Whisper API; second stage light text formatting). Exports to markdown docs.
OpenWebUI-Prompt-Library
A selection of prompts designed for use with Open Web UI (rather than conventional prompts, they're more useful for steering existing conversations)
Awesome-AI-Agents-And-Assistants
An ecosystem map of the AI agent and assistant building landscape in Feb 2025
Personal-RAG-Agent-Workflow
AI workflows for building personal RAG pipelines with interviewing agents
RAG-API-SDK-Docs-Pipeline
Pipeline for gathering useful API and SDK docs for ingestion into a RAG pipeline (for grounding)
LLM-Max-Token-Length-0225
A plot showing the evolution of the max output token length by major LLMs, Feb 2025
Home-Assistant-Smoke-Alarm-Config
Documentation and code samples for smoke alarm monitoring in HA
Israel-Preparedness-Guidelines-AI-Assistant
AI assistant configuration for proviidng Home Front Command guidelines
Israel-To-ROW-Salary-Converter-V2
V2 of Israel to ROW salary conversion utility (Streamlit)
Israeli-Google-Drive-Accounting-Doc-Router
Routes accounting documents through Google Drive
Google-Drive-Folder-Scaffolding-Builder
Builds date/year folder scaffolding in Drive folders (with App Scripts)
Agentic-Context-Development-Interview-Demo
Demonstration modelling how a chained LLM agent workflow could be used to expedite the generation of personal contextual data for personalised LLM experiences and personal RAG development
HA-Shabbat-Dashboard-0125
Simple designed Home Assistant dashboard for Shabbat / Yom Tov times
Personalised-AI-Idea
Some updated thoughts and sketches for creating personalised AI systems
AI-Assistant-Template
Template repository for version controlling AI assistant configurations (and associated elements like context data)
Assistant-Configuration-Improver
Assistant which improves the configuration of assistant configuration texts
Environmental-Data---AI-Assistants
This repository is a gathering of AI assistants that I've developed for analysing sustainability-related data
Home-Assistant-YomTov-Shabbat-0125
Updated documentation for Home Assistant automations for Shabbat & Yom Tov observance
Personal-Context-Store-Ideation
Prompts generating ideas for developing personal contextual knowledge storage vaults
Just-Some-AI-App-Ideas
Gathering repository for various ideas involving AI that I am or have been working on (experiments, etc!)
USB-Foot-Mouse-Linux
Documentation for getting a cheap USB HID foot mouse to work on Linux
Promise Denied
A website tracking undelivered promises related to hostage negotiations and the Israel-Hamas conflict. Documenting commitments made and their outcomes.
JLM Shelters
Interactive map of public bomb shelters and protected spaces in Jerusalem. Community-maintained dataset providing critical safety information for residents during emergencies.
System Prompts Library
600+ curated system prompts for specialized AI assistants. A comprehensive collection of prompts for various use cases including coding, writing, research, and automation.
Gmail-Search-Strings
Just a few search strings for finding stuff in overcrowded Gmail inboxes!
Perplexity-Security-1224
Repository to demonstrate the "security through security" being currently implemented
GVFD-Explorer-Chatbot-V2
Chatbot supporting user discovery of the global value factors database
Context-Data-Generation-Bot
Configuration for an AI assistant to generate personal contextual data (and intended workflow)
GHG Emissions Data
GHG Emissions Data Pipeline Description This repository contains a comprehensive pipeline for processing and analyzing greenhouse gas (GHG) emissions data. The pipeline integrates datasets from multiple sources, including Climate TRACE and Our World in Data, to provide insights into global emissions trends. It supports sustainability reporting, emissions tracking, and climate action planning. Dataset Details Sources and Methodologies The pipeline… See the full description on the dataset page: https://huggingface.co/datasets/danielrosehill/GHG-Emissions-Data.
Global-Value-Factors-Explorer-Dataset
Derivative database of IFVI Global Value Factors for data analysis and visualization use cases.
Emissions-Monetisation-Calculator
Calculation tool for "monetising" companies' emissions at various proposed social cost of carbon values
Context-Waterfall-Architecture-Notes
A model for routing contextual data into vector storage for use with LLMs
Bias-Censorship-Eval-Tests
Some loosely organised experiments intended to probe the levels of political censorship inherent in LLMs
Claude-Anonymisation-Assistant-Plugin
Configuration for a large language assistant designed to assist with redacting personally identifiable details in documents
LLM-Long-Codegen-Test
Experiment to evaluate the ability of code-gen LLMs to generate a long continuous (single) output
GHG-Emissions-Data-Pipeline
Data pipeline repository supplying various data visualisation projects
GHG-vs-EBITDA-V2
Another data visualisation series comparing companies' GHG emissions with their EBITDA
Data-Projects-Index
Data apps and datasets deployed to Streamlit Community Cloud, Hugging Face, and elsewhere.
Sustainability-Report-Data-Extractor
Tool for extracting data-containing pages from sustainability reports
IFVI Value Factors Deriv
⚠️ DEPRECATED - Dataset Superseded by V2 This refactored IFVI value factor dataset has been supplanted by V2. This dataset tracked the V2 of the IFVI release that was updated in March 2025. The V2 of the refactored analytical dataset tracking the GVFD was released on August 20th, 2025 and is now available at: 🔗 IFVI Global Value Factors Dataset V2 Please use the V2 dataset for all new projects and analysis.
Value-Factors-Data-Vis
Streamlit app containing visualisations of the Global Value Factors Database (GVFD) released by the IFVI in 2024
Monetised-GHG-Emissions
Calculating monetised GHG emissions for various companies based upon disclosure data
GHG-EBITDA-Correlations
Streamlit data visualisation examining correlation between emissions & profitability
Eco-Ninja-3
Configuration for an LLM assistant that performs analysis on sustainability data
Docs-And-Notes-Index
An index to my various documentation projects, both on Github and elsewhere
Daniels-Take-On
My thoughts on a few random topics (for my documentation site), to get a bit of space to jot down things besides tech notes
LLM-Attribution-Badges
Markdown badges for attributing LLM generated (or co-generated) content (using Shields.io)
Prompt-Engineering-Resources
Lists of resources and tools for prompt engineering and evaluation
Docs-Archive
archived documentation gathered from different sources and centralized on this repository.
Gists
Short tech notes (as in Github Gists, but versioned in a repo to sync them to a doc site)
Sustainability-Reports-Source
Source data and documentation for corporat sustainability disclosures/reporting
GVFD-Derivative-Docs
Documentation for derivative database of IFVI Global Value Factors Database (GVFD)
LLM-Experiment-Notebook
Experiments in evaluating various prompting strategies and LLM performance generally
LLM-API-Price-Estimates
Some cost estimates for using LLMs via API versus web UI services (like ChatGPT)
Prompts-And-Outputs
A vault of over 2,000 prompts and outputs derived from interactions with various large language models (LLMs)
GHG-Emissions-Monetisation-Calculator
Calculation simulation utility for monetised GHG emissions
Emissions-Data-Reports
A small selection of GHG emissions datapoints from various sources
My-LLM-KM-Idea
"High level" documentation/thinking for a system I'm working on for storing large language model (LLM) derived information in a graph-backed knowledge base system
Test-Markdown-Docs
A few formatted markdown files for testing the real-time markdown rendering support of various knowledge management, note-taking and wiki tools
Prototypes
Loose markdown files documenting various early stage projects (ie, prototypes)
My-Thoughts-On-Tech
A first-entry notepad to jot down some notes that may be developed into blogs (or not). My philosophy and lens on everything from AI to backups.
Global-Value-Factors-Explorer
(Non-official) derivative version of IFVI Global Value Factors Database in JSON/GeoJSON to facilitate data analysis projects
LLM-Evaluation-Prompts
A few prompts that I am storing in a repo for the purpose of running controlled experiments comparing and benchmarking different LLMs for defined use-cases
Israel-SITREP-Generation-Prompts
Propts to generate situational reports (SITREPs) summarising geopolitical developments in Israel & the Middle East (for LLMs)
Google-Fonts-Hebrew-Downloader
A utility for downloading Hebrew fonts from Google Fonts using the API (needs a key)
Promise Denied
Open-source intelligence data project tracking the Iran-Israel conflict. AI-generated analysis, interactive maps, structured datasets, and daily intelligence reports covering Iranian strike operations and coalition defences.
My-LLM-Context-Repo-Public
A context repo for experimenting with LLM models. A public version, so some info naturally withheld.
Awesome-Obsidian-AI-Tools
Obsidian plugins focused on leveraging AI & LLMs inside of (and beyond) vaults
LLM-Workspace-Scaffolder
A quick scaffolding script for populating a repository with folders for organising prompts and outputs, as commonly required when working with LLMs
OpenAI-Github-Repo-Index-Creator
Simple script for creating a Github index using the OpenAI API
Model-Idea-Refinement-GPT-Agent
A model/template for a custom GPT/LLM agent whose focus is on helping to ideate and improve a technology idea (example: "Output Hub")
Database-Relationship-Identifier-Postgres
Utility that creates a human-readable manifest of the relationships contained in a Postgres database
Natural-Language-Relationship-Definition
Experiment: trying to create a database schema using natural language
Data-Relationships-Helper
Utility for helping users understand the classic data relationships in RDMSs (M2M, O2M, M2O etc)
Distro-Tuner
Quick template for creating a local repo with symlinks to key system files on Linux
Shields-Markdown-Badges
Markdown badges from the Shields.io project (the ones I like and use frequently)
LLM-Workspace-Scaffolding
A folder structure (scaffold) for those employing systematic workflows for working with LLMs
My-Scaffolding-Templates
File structure templates for common projects. More specific templates sometimes have their own repository.
Israel-Rocket-Shelter-Guidelines
An improved translation of the Home Front Command instructions for finding emergency shelter in Israel
Custom-Chat-GPT-Finder
Utility for identifying newly released custom ChatGPTs shared via the ChatGPT App Store
Output-Hub
An admin application I'm developing for managing all aspects of working with LLMs professionally and at scale, with functions for prompt logging, prompt library, and custom LLM agent inventorising. Aspiration: add code to notes gradually as project matures!
Awesome-LLM-Prompt-Libraries
An index of prompting libraries for GPTs, including ChatGPT. Some of these are on Github and others are hosted externally.
Random-Taxonomies
List of taxonomies generated with GPT for various purposes and open-sourced for ease of reuse
LLM-Use-Case-Self-Ideation
LLM-generated documents describing potential use-cases for GPTs & other LLMs across both professional and business contexts with sections describing potential/predicted evolutions as underlying technology advances
Awesome-LLM-Communities
Great online communities discussing use of LLMs including (but not limited to) ChatGPT
Prompt-Library
A repository of prompts I've used when working with LLMs as well as some example outputs and notes
PersonalHomepage
My personal homepage - based on the Milky Way Astro theme by Tristen Tomczak
astrostarter
A few spins on the Astro starter theme to demonstrate some capabilities that I like adding to this framework
Awesome-Linux-IDEs
IDEs and development tools that work on one or multiple Linux distros. where possible details are noted like the supported distros, programming languages and more.
Tech-Ideas
For open sourcing the occasional sparks of innovation I have but lack the time to implement them currently.
ImpactInvestingData
A repository for housing visualisations and analyses of data related to impact investing approaches
Awesome-Israeli-Jewish-Home-Assistant
Home automation projects that are relevant to people in Israel or Jews generally (e.g. Shabbat and zmanim time integrations)
Home-Assistant-Dashboards-General-
General Home Assistant dashboards - screenshots and YAML
Home-Assistant-snippets
Little snippets of YAML for HA as I figure out how to make it do stuff. Open sourcing it because .. why not!?
Home-Assistant-Shabbat-Yom-Tom
Automations and configurations for Home Assistant specifically intended for the observance of Jewish festivals and Shabbat
Homepage
A homepage for my Github account. This page gives an overview of the projects I'm working on and sharing on Github.
Impact-Investing-First-Entry-
A repository for hosting data about impact investing that is not covered by other more specific repositories here.
Outcomes-Funds
Data analysis and visualisations performed on data from various sources tracking the establishment and progress of outcomes funds around the world.
Impact-Weighted-Accounts-Demo-App
A prototype app for displaying impact-weighted accounting data for products serving data from NFC tags (example deployment: a supermarket)
ImpactWeightedAccounts
A repository for hosting data and data visualisations related to the work of the International Foundation for Valuing Impacts and other organizations pioneering the development and adoption of these methods (disclaimer: this is an independent project not affiliated or associated with any particular entity).
Jerusalem Shelters Map
Public good project mapping bomb shelters across Jerusalem. Interactive map helping residents and visitors locate the nearest shelter during emergencies.
backup_internet_israel
Network schematics and purchasing notes for those interested in provisioning failover and bonded internet connectivity in Israel (using locally sourced hardware)
MechanicalKeyboards
Some markdown documentation for my own reference regarding different Cherry MX mechanical keyboard switches.
Paleo-Hebrew
A repository dedicated to housing various projects in Paleo/Proto Hebrew: an ancient variant of the Hebrew alphabet used during Biblical times
Master_Backup_Strategy
A markdown file summarizing my current approaches for creating 3-2-1 compliant backups of my local and cloud infrastructure including Linux desktop, VMs, SaaS utilities, and self-hosted cloud apps.
CloudBackupApproaches
Periodically updated markdown documentation summarizing manual / non-programmatic methodologies to back up commonly used SaaS / cloud-hosted software utilities.
UbuntuBackupStrategy
Various Bash scripts, edited configuration packages, and other resources to be manually applied to a fresh Ubuntu installation.